{"id":1047,"date":"2013-06-22T16:17:32","date_gmt":"2013-06-22T16:17:32","guid":{"rendered":"http:\/\/www.kam.k.leang.com\/academics\/?page_id=1047"},"modified":"2015-03-21T05:59:16","modified_gmt":"2015-03-21T05:59:16","slug":"nanopositioners","status":"publish","type":"page","link":"http:\/\/www.kam.k.leang.com\/academics\/nanopositioners\/","title":{"rendered":"High-performance Multi-axis Nanopositioners"},"content":{"rendered":"<p>Since 2007, we have been developing our own high-performance nanopositioning stages (nanopositioners) for research purposes. We specialize in serial-kinematic designs, and our nanopositioners have ranges up to 60 micrometers and dominant mechanical resonances as high as 150 kHz (unloaded). Photographs of our nanopositioners are shown below, in addition to related literature. If you are interested in obtaining a stage for research work, please contact Dr. Kam K. Leang for more info.<\/p>\n<p><strong>First Generation Design<\/strong><br \/>\nOur first generation serial-kinematic two-axis nanopositioner\u00a0design is shown below. \u00a0This design incorporates modular simple beam flexures and parts that are assembled using fasteners as shown Fig. 1 below. \u00a0As shown, the high-bandwidth x-axis is nested within the low-speed y-axis. The range is 10 um x 10 um, resonances are: x (29 kHz) and y (1.5 kHz).<\/p>\n<div id=\"attachment_1063\" style=\"width: 560px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_gen1.jpg\" rel=\"wp-prettyPhoto[1047]\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1063\" class=\"size-full wp-image-1063\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_gen1.jpg\" alt=\"First generation serial-kinematic two-axis nanopositioner with inertial cancellation.\" width=\"550\" height=\"411\" srcset=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_gen1.jpg 550w, http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_gen1-300x224.jpg 300w\" sizes=\"auto, (max-width: 550px) 100vw, 550px\" \/><\/a><p id=\"caption-attachment-1063\" class=\"wp-caption-text\">Figure 1. First generation serial-kinematic two-axis nanopositioner with inertial cancellation. Range: 10 um x 10 um; Resonances: 29 kHz (x) and 1.5 kHz (y). \u00a0See reference Leang and Fleming (2009) below for more details about the design.<\/p><\/div>\n<p>More details about this design can be found in the following reference:<\/p>\n<p><em>&#8220;High-speed serial-kinematic AFM scanner: design and drive considerations&#8221;, K. K. Leang and A. J. Fleming Asian Journal of Control, Special issue on Advanced Control Methods for Scanning ProbeMicroscopy, Vol. 11, No. 2, pp. 144-153, 2009<\/em> [<a href=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/LeangKK_2009d.pdf\">Click here to download manuscript in PDF<\/a>].<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Second Generation Design<\/strong><br \/>\nOur second generation design is a monolithic design shown below in Fig. 2. \u00a0In particular, the stage body is manufactured from 7075 aluminum using the wire electrical discharge machining (EDM) process to create a monolithic body. Compliant flexures are used to guide the motion of the sample stage along the x and y axes. Positioning of the sample in the vertical direction is achieved using a piezo-stack actuator embedded into the xpositioning stage. The dominant resonances in the x- and y-axes are measured at 10 and 2.4 kHz, respectively.<\/p>\n<div id=\"attachment_1068\" style=\"width: 560px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_gen2.jpg\" rel=\"wp-prettyPhoto[1047]\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1068\" class=\"size-full wp-image-1068\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_gen2.jpg\" alt=\"Figure 2. \" width=\"550\" height=\"427\" srcset=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_gen2.jpg 550w, http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_gen2-300x232.jpg 300w\" sizes=\"auto, (max-width: 550px) 100vw, 550px\" \/><\/a><p id=\"caption-attachment-1068\" class=\"wp-caption-text\">Figure 2. \u00a0Generation 2 three-axis serial-kinematic nanopositioner, range is 10 um x 10 um x 3 um and the resonances are: 10 kHz (x), 2.4 kHz (y) and &gt;40 kHz (z).<\/p><\/div>\n<p>More details about this design can be found in the following reference:<\/p>\n<p><em>&#8220;Integrated strain and force feedback for high performance control of piezoelectric actuators,&#8221; A. J. Fleming and K. K. Leang, Sensors &amp; Actuators: A. Physical, Vol. 161, pp. 256-265, 2010.<\/em>\u00a0[ <a href=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/FlemingAJ_2010a.pdf\">Click here to download PDF<\/a> ]\n<p>&nbsp;<\/p>\n<p><strong>Third Generation Design (high-speed nanopositioners)<\/strong><br \/>\nOur third generation design is also monolithic, but the mechanical resonances were optimized for high-speed positioning. \u00a0More specifically, the compliant flexures had improved vertical stiffness to minimize out-of-plane motion. \u00a0The flexures were also strategically placed to minimize the sample platform\u2019s tendency to rotate at high frequencies. \u00a0There are two examples below shown in Fig. 3 and 4, where the design in Fig. 4 was used for high-speed AFM imaging at frame rates that exceeded 70 frames per second.<\/p>\n<div id=\"attachment_1071\" style=\"width: 560px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_highspeed02.jpg\" rel=\"wp-prettyPhoto[1047]\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1071\" class=\"size-full wp-image-1071\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_highspeed02.jpg\" alt=\"Figure 3. \" width=\"550\" height=\"392\" srcset=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_highspeed02.jpg 550w, http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_highspeed02-300x213.jpg 300w\" sizes=\"auto, (max-width: 550px) 100vw, 550px\" \/><\/a><p id=\"caption-attachment-1071\" class=\"wp-caption-text\">Figure 3. Three-axis serial-kinematic nanopositioner, with range of 10 um x 10 um x 2 um, resonance of 12 kHz (z), 5 kHz (y), and &gt;50 kHz (z).<\/p><\/div>\n<div id=\"attachment_1072\" style=\"width: 560px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_highspeed01.jpg\" rel=\"wp-prettyPhoto[1047]\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1072\" class=\"size-full wp-image-1072\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_highspeed01.jpg\" alt=\"Figure 4.\" width=\"550\" height=\"424\" srcset=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_highspeed01.jpg 550w, http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_highspeed01-300x231.jpg 300w\" sizes=\"auto, (max-width: 550px) 100vw, 550px\" \/><\/a><p id=\"caption-attachment-1072\" class=\"wp-caption-text\">Figure 4. High-speed serial-kinematic nanopositioner. \u00a0Range: 10 um x 10 um x 2 um, resonances: 24 kHz (z), 6 kHz (y), and &gt;70 kHz (z).<\/p><\/div>\n<p>More details about this design can be found in the following reference:<\/p>\n<p><em>&#8220;Dual-Stage Repetitive Control with Prandtl-Ishlinskii Hysteresis Inversion for Piezo-Based Nanopositioning&#8221;, Y. Shan and K. K. Leang, Mechatronics, Special Issue on Mechatronic Systems for Micro- and Nanoscale Applications, Vol. 22, pp. 271 &#8211; 281, 2012.<\/em> [ <a href=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/ShanY_2012a.pdf\">Click here to download PDF <\/a>]\n<p><em>&#8220;Design and control of a three-axis serial-kinematic high-bandwidth nanopositioner&#8221;, B. J. Kenton and K. K . Leang, IEEE\/ASME Trans. on Mechatronics, Vol. 17, No. 2, pp.\u00a0356 &#8211; 369, 2012.\u00a0<\/em>[ <a href=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/KentonBJ_2012a.pdf\">Click here to download PDF<\/a> ]\n<p>&nbsp;<\/p>\n<p><strong>Long-Range Stages<\/strong><br \/>\nThe following are examples of our long-range, serial kinematic nanopositioners. \u00a0These stages are designed such that their first dominant resonant mode is in the actuation direction. \u00a0As such, the stage dynamics can be modeled by basic second-order transfer function models.<\/p>\n<dl id=\"attachment_1055\" class=\"wp-caption aligncenter\" style=\"width: 560px;\">\n<dt class=\"wp-caption-dt\"><a href=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_longrange011.jpg\" rel=\"wp-prettyPhoto[1047]\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-1055\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_longrange011.jpg\" alt=\"Long range nanopositioner\" width=\"550\" height=\"397\" srcset=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_longrange011.jpg 550w, http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_longrange011-300x216.jpg 300w\" sizes=\"auto, (max-width: 550px) 100vw, 550px\" \/><\/a><\/dt>\n<dd class=\"wp-caption-dd\">Long range three-axis nanopositioner. Range: 40 um x 40 um x 3-10 um; Resonances: 700 Hz (x), 500 Hz (y) and &gt;30 kHz (z).<\/dd>\n<\/dl>\n<div id=\"attachment_1059\" style=\"width: 560px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_longrange02.jpg\" rel=\"wp-prettyPhoto[1047]\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1059\" class=\"size-full wp-image-1059\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_longrange02.jpg\" alt=\"Long-range three axis nanopositioner\" width=\"550\" height=\"387\" srcset=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_longrange02.jpg 550w, http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2013\/06\/np_longrange02-300x211.jpg 300w\" sizes=\"auto, (max-width: 550px) 100vw, 550px\" \/><\/a><p id=\"caption-attachment-1059\" class=\"wp-caption-text\">Long range three-axis nanopositioner. \u00a0Specifications are the same as the design shown above.<\/p><\/div>\n<p><strong>Publications related to nanopositioners, nanopositioning, and piezoactuators:<\/strong><\/p>\n<div class=\"teachpress_pub_list\"><form name=\"tppublistform\" method=\"get\"><a name=\"tppubs\" id=\"tppubs\"><\/a><\/form><div class=\"teachpress_publication_list\"><h3 class=\"tp_h3\" id=\"tp_h3_2022\">2022<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">64.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Low-Coupling Hybrid Parallel-Serial-Kinematic Nanopositioner with Nonorthogonal Flexure: Nonlinear Design and Control\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2021\/10\/2022_TMech.jpg\" width=\"100\" alt=\"Low-Coupling Hybrid Parallel-Serial-Kinematic Nanopositioner with Nonorthogonal Flexure: Nonlinear Design and Control\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">W. S. Nagel, S. Andersson, G. Clayton; K. K. Leang<\/p><p class=\"tp_pub_title\">Low-Coupling Hybrid Parallel-Serial-Kinematic Nanopositioner with Nonorthogonal Flexure: Nonlinear Design and Control <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">IEEE\/ASME Transactions on Mechatronics, <\/span><span class=\"tp_pub_additional_volume\">vol. 27, <\/span><span class=\"tp_pub_additional_issue\">iss. 5, <\/span><span class=\"tp_pub_additional_pages\">pp. 3683-3693, <\/span><span class=\"tp_pub_additional_year\">2022<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_abstract_link\"><a id=\"tp_abstract_sh_405\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('405','tp_abstract')\" title=\"Show abstract\" style=\"cursor:pointer;\">Abstract<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_405\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('405','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_405\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{NagelWS_2022_Tmech,<br \/>\r\ntitle = {Low-Coupling Hybrid Parallel-Serial-Kinematic Nanopositioner with Nonorthogonal Flexure: Nonlinear Design and Control},<br \/>\r\nauthor = {W. S. Nagel, S. Andersson, G. Clayton and K. K. Leang},<br \/>\r\nyear  = {2022},<br \/>\r\ndate = {2022-10-01},<br \/>\r\nurldate = {2021-11-18},<br \/>\r\njournal = {IEEE\/ASME Transactions on Mechatronics},<br \/>\r\nvolume = {27},<br \/>\r\nissue = {5},<br \/>\r\npages = {3683-3693},<br \/>\r\nabstract = {This article focuses on the design and high-precision control of a new dual-stage, three-axis hybrid parallel-serial-kinematic nanopositioner developed specifically for feature-tracking applications with arbitrary scanning directions. Dual-actuation is achieved by integrating a three-axis shear piezoelectric actuator into the large-range planar stage. A novel nonorthogonal compliant motion-amplifying mechanism which reorients the lateral sample-platform displacement to align with the principal directions of the input piezoactuators is used to minimize parasitic (coupling) motion. A nonlinear rigid-link model and finite element analysis (FEA) are used to optimize over the orientation parameter during the design process. A prototype stage is manufactured and tested, and the lateral and vertical travel ranges are approximately 18 \u00d7 21 and 1 \u03bc m, respectively, with secondary lateral actuation in the range of 1 \u00d7 1 \u03bc m. Coupling in the long-range stage is below -31 dB for both axes, an estimated 51 to 86% reduction compared to a traditional perpendicular-mechanism design. The measured dominant resonances for the lateral directions of the long-range stage are approximately 1.4 kHz, while short-range positioner resonances are approximately 11 and 40 kHz for the lateral and vertical directions, respectively. The design of a new feedforward-feedback controller is described, and the controller is implemented with field-programmable gate array (FPGA) hardware, where individual actuator contributions are intuitively determined by shaping the frequency response of their relative and summed displacements. An inverse hysteresis operator is used to linearize the plant behavior for effective motion control. Experimental tracking and atomic force microscopy (AFM) imaging results are presented to demonstrate the performance of the new mechanical and control system designs.},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('405','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_abstract\" id=\"tp_abstract_405\" style=\"display:none;\"><div class=\"tp_abstract_entry\">This article focuses on the design and high-precision control of a new dual-stage, three-axis hybrid parallel-serial-kinematic nanopositioner developed specifically for feature-tracking applications with arbitrary scanning directions. Dual-actuation is achieved by integrating a three-axis shear piezoelectric actuator into the large-range planar stage. A novel nonorthogonal compliant motion-amplifying mechanism which reorients the lateral sample-platform displacement to align with the principal directions of the input piezoactuators is used to minimize parasitic (coupling) motion. A nonlinear rigid-link model and finite element analysis (FEA) are used to optimize over the orientation parameter during the design process. A prototype stage is manufactured and tested, and the lateral and vertical travel ranges are approximately 18 \u00d7 21 and 1 \u03bc m, respectively, with secondary lateral actuation in the range of 1 \u00d7 1 \u03bc m. Coupling in the long-range stage is below -31 dB for both axes, an estimated 51 to 86% reduction compared to a traditional perpendicular-mechanism design. The measured dominant resonances for the lateral directions of the long-range stage are approximately 1.4 kHz, while short-range positioner resonances are approximately 11 and 40 kHz for the lateral and vertical directions, respectively. The design of a new feedforward-feedback controller is described, and the controller is implemented with field-programmable gate array (FPGA) hardware, where individual actuator contributions are intuitively determined by shaping the frequency response of their relative and summed displacements. An inverse hysteresis operator is used to linearize the plant behavior for effective motion control. Experimental tracking and atomic force microscopy (AFM) imaging results are presented to demonstrate the performance of the new mechanical and control system designs.<\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('405','tp_abstract')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">63.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Discrete Input-Output Sliding-Mode Control with Range Compensation: Application in High-Speed Nanopositioning\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2021\/10\/2022_ACC_DSMC.jpg\" width=\"100\" alt=\"Discrete Input-Output Sliding-Mode Control with Range Compensation: Application in High-Speed Nanopositioning\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">William Nagel, Aleksandra Mitrovic, Garrett Clayton, Kam K. Leang\r\n<\/p><p class=\"tp_pub_title\">Discrete Input-Output Sliding-Mode Control with Range Compensation: Application in High-Speed Nanopositioning <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">American Control Conference, June 8-11, <\/span><span class=\"tp_pub_additional_year\">2022<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_409\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('409','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_409\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{NagelWS_2022_ACC,<br \/>\r\ntitle = {Discrete Input-Output Sliding-Mode Control with Range Compensation: Application in High-Speed Nanopositioning},<br \/>\r\nauthor = {William Nagel, Aleksandra Mitrovic, Garrett Clayton, Kam K. Leang<br \/>\r\n},<br \/>\r\nyear  = {2022},<br \/>\r\ndate = {2022-06-08},<br \/>\r\nurldate = {2022-06-08},<br \/>\r\nbooktitle = {American Control Conference, June 8-11},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('409','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_phdthesis\"><div class=\"tp_pub_number\">62.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Long-Range Low-Coupling Dual-Stage Nanopositioning: Design and Control for High-Speed Atomic Force Microscopy\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2024\/09\/UU_PhD_Dissertation.png\" width=\"100\" alt=\"Long-Range Low-Coupling Dual-Stage Nanopositioning: Design and Control for High-Speed Atomic Force Microscopy\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">W. S. Nagel<\/p><p class=\"tp_pub_title\">Long-Range Low-Coupling Dual-Stage Nanopositioning: Design and Control for High-Speed Atomic Force Microscopy <span class=\"tp_pub_type tp_  phdthesis\">PhD Thesis<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_year\">2022<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_425\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('425','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_425\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@phdthesis{NagelW_2022_PHD,<br \/>\r\ntitle = {Long-Range Low-Coupling Dual-Stage Nanopositioning: Design and Control for High-Speed Atomic Force Microscopy},<br \/>\r\nauthor = {W. S. Nagel},<br \/>\r\nyear  = {2022},<br \/>\r\ndate = {2022-04-18},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {phdthesis}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('425','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2021\">2021<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">61.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Closed-loop Range-Based Control of Dual-Stage Nanopositioning Systems\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2019\/10\/2019_TMECH_Sasha.jpg\" width=\"100\" alt=\"Closed-loop Range-Based Control of Dual-Stage Nanopositioning Systems\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">A. Mitrovic, W. S. Nagel, K. K. Leang; G. M. Clayton <\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('390','tp_links')\" style=\"cursor:pointer;\">Closed-loop Range-Based Control of Dual-Stage Nanopositioning Systems<\/a> <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">IEEE\/ASME Transactions on Mechatronics, <\/span><span class=\"tp_pub_additional_volume\">vol. 26, <\/span><span class=\"tp_pub_additional_issue\">iss. 3, <\/span><span class=\"tp_pub_additional_pages\">pp. 1412-1421, <\/span><span class=\"tp_pub_additional_year\">2021<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_abstract_link\"><a id=\"tp_abstract_sh_390\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('390','tp_abstract')\" title=\"Show abstract\" style=\"cursor:pointer;\">Abstract<\/a><\/span> | <span class=\"tp_resource_link\"><a id=\"tp_links_sh_390\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('390','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_390\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('390','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_390\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{MitrovicA_2019_TmechSpecialIssue,<br \/>\r\ntitle = {Closed-loop Range-Based Control of Dual-Stage Nanopositioning Systems},<br \/>\r\nauthor = {A. Mitrovic, W. S. Nagel, K. K. Leang and G. M. Clayton },<br \/>\r\ndoi = {10.1109\/TMECH.2020.3020047},<br \/>\r\nyear  = {2021},<br \/>\r\ndate = {2021-06-01},<br \/>\r\nurldate = {2021-06-01},<br \/>\r\njournal = {IEEE\/ASME Transactions on Mechatronics},<br \/>\r\nvolume = {26},<br \/>\r\nissue = {3},<br \/>\r\npages = {1412-1421},<br \/>\r\nabstract = {In this paper, a closed-loop control framework for dual-stage nanopositioning systems is presented that allows the user to allocate control efforts to the individual actuators based on their range capabilities. Recent work by the authors has focused on range-based control of dual-stage actuators implemented as a prefilter, which assumes that each individual actuator has sensor feedback enabling them to be controlled separately. This paper seeks to address the problem of range-based control of dual-stage systems when sensor measurements are only available from the total output of the system, a commonly encountered design. This is a significant departure from previous work since the range-based filter is included in the dual-stage system feedback loop and stability becomes a concern. In this work, the controller is presented, stability conditions are determined, and imaging experiments are performed on an atomic force microscope (AFM). Tracking results show that the root-mean-square (RMS) tracking error for various triangular reference trajectories is improved with the presented range-based control structure by up to 50% compared to frequency-based methods.},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('390','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_abstract\" id=\"tp_abstract_390\" style=\"display:none;\"><div class=\"tp_abstract_entry\">In this paper, a closed-loop control framework for dual-stage nanopositioning systems is presented that allows the user to allocate control efforts to the individual actuators based on their range capabilities. Recent work by the authors has focused on range-based control of dual-stage actuators implemented as a prefilter, which assumes that each individual actuator has sensor feedback enabling them to be controlled separately. This paper seeks to address the problem of range-based control of dual-stage systems when sensor measurements are only available from the total output of the system, a commonly encountered design. This is a significant departure from previous work since the range-based filter is included in the dual-stage system feedback loop and stability becomes a concern. In this work, the controller is presented, stability conditions are determined, and imaging experiments are performed on an atomic force microscope (AFM). Tracking results show that the root-mean-square (RMS) tracking error for various triangular reference trajectories is improved with the presented range-based control structure by up to 50% compared to frequency-based methods.<\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('390','tp_abstract')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_390\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1109\/TMECH.2020.3020047\" title=\"Follow DOI:10.1109\/TMECH.2020.3020047\" target=\"_blank\">doi:10.1109\/TMECH.2020.3020047<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('390','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2020\">2020<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">60.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Analysis and Experimental Comparison of Range-based Control for Dual-Stage Nanopositioners\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2019\/10\/2019_Mechatronics_Sasha.jpg\" width=\"100\" alt=\"Analysis and Experimental Comparison of Range-based Control for Dual-Stage Nanopositioners\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">A. Mitrovic, K. K. Leang; G. M. Clayton <\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('389','tp_links')\" style=\"cursor:pointer;\">Analysis and Experimental Comparison of Range-based Control for Dual-Stage Nanopositioners<\/a> <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">Mechatronics, Vol. 69, pp. 102371, 2020, <\/span><span class=\"tp_pub_additional_year\">2020<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_389\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('389','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_389\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('389','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_389\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{MitrovicA_2019_Mechatronics,<br \/>\r\ntitle = {Analysis and Experimental Comparison of Range-based Control for Dual-Stage Nanopositioners},<br \/>\r\nauthor = {A. Mitrovic, K. K. Leang and G. M. Clayton },<br \/>\r\ndoi = {https:\/\/doi.org\/10.1016\/j.mechatronics.2020.102371},<br \/>\r\nyear  = {2020},<br \/>\r\ndate = {2020-04-27},<br \/>\r\njournal = {Mechatronics, Vol. 69, pp. 102371, 2020},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('389','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_389\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/https:\/\/doi.org\/10.1016\/j.mechatronics.2020.102371\" title=\"Follow DOI:https:\/\/doi.org\/10.1016\/j.mechatronics.2020.102371\" target=\"_blank\">doi:https:\/\/doi.org\/10.1016\/j.mechatronics.2020.102371<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('389','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">59.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Spatial-Temporal Trajectory Redesign for Dual-Stage Nanopositioning Systems with Application in AFM\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2019\/02\/2019_TMECH_Guo.jpg\" width=\"100\" alt=\"Spatial-Temporal Trajectory Redesign for Dual-Stage Nanopositioning Systems with Application in AFM\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">D. Guo, B. Nagel, G. M. Clayton; K. K. Leang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('372','tp_links')\" style=\"cursor:pointer;\">Spatial-Temporal Trajectory Redesign for Dual-Stage Nanopositioning Systems with Application in AFM<\/a> <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">IEEE\/ASME Trans. on Mechatronics, <\/span><span class=\"tp_pub_additional_volume\">vol. 25, <\/span><span class=\"tp_pub_additional_number\">no. 2, <\/span><span class=\"tp_pub_additional_pages\">pp. 558 - 569, <\/span><span class=\"tp_pub_additional_year\">2020<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_abstract_link\"><a id=\"tp_abstract_sh_372\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('372','tp_abstract')\" title=\"Show abstract\" style=\"cursor:pointer;\">Abstract<\/a><\/span> | <span class=\"tp_resource_link\"><a id=\"tp_links_sh_372\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('372','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_372\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('372','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_372\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{GuoD_2020_Tmech,<br \/>\r\ntitle = {Spatial-Temporal Trajectory Redesign for Dual-Stage Nanopositioning Systems with Application in AFM},<br \/>\r\nauthor = {D. Guo, B. Nagel, G. M. Clayton and K. K. Leang},<br \/>\r\ndoi = {10.1109\/TMECH.2020.2971755},<br \/>\r\nyear  = {2020},<br \/>\r\ndate = {2020-02-25},<br \/>\r\njournal = {IEEE\/ASME Trans. on Mechatronics},<br \/>\r\nvolume = {25},<br \/>\r\nnumber = {2},<br \/>\r\npages = {558 - 569},<br \/>\r\nabstract = {This article focuses on trajectory redesign for dual-stage nanopositioning systems, where speed, range, and resolution are considered. Dual-stage nanopositioning systems are becoming increasingly popular due to their unique ability to achieve long-range and high-speed operation. Conventional trajectory assignment methods for dual-stage systems commonly consider frequency characteristics of the actuators, a process that can inappropriately allocate short-range, low-frequency components of a reference signal. A new systematic range-and-temporal-based trajectory-redesign process is presented, where the desired trajectory is first split based on achievable positioning bandwidth, and then, split spatially based on the achievable range and positioning resolution. Inversion-based feedforward control techniques are then used to compensate for the dynamic and hysteretic behaviors of a piezo-based prototype dual-stage positioner; this control architecture is selected to emphasize improvements achieved through the new trajectory-redesign method, as well as allow for implementation onto platforms with minimal sensing capabilities. Simulations and atomic force microscope experiments are included to demonstrate the success of this redesign procedure compared to approaches that consider frequency or range alone.},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('372','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_abstract\" id=\"tp_abstract_372\" style=\"display:none;\"><div class=\"tp_abstract_entry\">This article focuses on trajectory redesign for dual-stage nanopositioning systems, where speed, range, and resolution are considered. Dual-stage nanopositioning systems are becoming increasingly popular due to their unique ability to achieve long-range and high-speed operation. Conventional trajectory assignment methods for dual-stage systems commonly consider frequency characteristics of the actuators, a process that can inappropriately allocate short-range, low-frequency components of a reference signal. A new systematic range-and-temporal-based trajectory-redesign process is presented, where the desired trajectory is first split based on achievable positioning bandwidth, and then, split spatially based on the achievable range and positioning resolution. Inversion-based feedforward control techniques are then used to compensate for the dynamic and hysteretic behaviors of a piezo-based prototype dual-stage positioner; this control architecture is selected to emphasize improvements achieved through the new trajectory-redesign method, as well as allow for implementation onto platforms with minimal sensing capabilities. Simulations and atomic force microscope experiments are included to demonstrate the success of this redesign procedure compared to approaches that consider frequency or range alone.<\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('372','tp_abstract')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_372\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.1109\/TMECH.2020.2971755\" title=\"Follow DOI:10.1109\/TMECH.2020.2971755\" target=\"_blank\">doi:10.1109\/TMECH.2020.2971755<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('372','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_conference\"><div class=\"tp_pub_number\">58.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Improved Linear Quadratic Tracking Control of Dual-Stage Nanopositioning Systems through a Cascading Structure\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2019\/10\/2020_NagelACC.jpg\" width=\"100\" alt=\"Improved Linear Quadratic Tracking Control of Dual-Stage Nanopositioning Systems through a Cascading Structure\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">W. S. Nagel; K. K. Leang<\/p><p class=\"tp_pub_title\">Improved Linear Quadratic Tracking Control of Dual-Stage Nanopositioning Systems through a Cascading Structure <span class=\"tp_pub_type tp_  conference\">Conference<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_booktitle\">American Control Conference (Accepted, forthcoming), <\/span><span class=\"tp_pub_additional_year\">2020<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_393\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('393','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_393\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@conference{NagelW_2020_ACC,<br \/>\r\ntitle = {Improved Linear Quadratic Tracking Control of Dual-Stage Nanopositioning Systems through a Cascading Structure},<br \/>\r\nauthor = {W. S. Nagel and K. K. Leang},<br \/>\r\nyear  = {2020},<br \/>\r\ndate = {2020-01-15},<br \/>\r\nbooktitle = {American Control Conference (Accepted, forthcoming)},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {conference}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('393','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">57.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Multi-time Scale Control of Dual-Stage Nanopositioning Systems\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2019\/12\/2020_IFAC.jpg\" width=\"100\" alt=\"Multi-time Scale Control of Dual-Stage Nanopositioning Systems\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">A. Mitrovic, M. Milanovic, K. K. Leang; G. M. Clayton<\/p><p class=\"tp_pub_title\">Multi-time Scale Control of Dual-Stage Nanopositioning Systems <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">21st World Congress of the International Federation of Automatic Control (Under review), Berlin, Germany, July 12-17,, <\/span><span class=\"tp_pub_additional_year\">2020<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_396\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('396','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_396\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{MitrovicA_2020_IFAC,<br \/>\r\ntitle = {Multi-time Scale Control of Dual-Stage Nanopositioning Systems},<br \/>\r\nauthor = {A. Mitrovic, M. Milanovic, K. K. Leang and G. M. Clayton},<br \/>\r\nyear  = {2020},<br \/>\r\ndate = {2020-01-01},<br \/>\r\nbooktitle = {21st World Congress of the International Federation of Automatic Control (Under review), Berlin, Germany, July 12-17,},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('396','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2019\">2019<\/h3><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">56.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Robust Sliding-Mode Control for Dual-Stage Nanopositioning Systems\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2019\/02\/2019_ACC.jpg\" width=\"100\" alt=\"Robust Sliding-Mode Control for Dual-Stage Nanopositioning Systems\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">W. S. Nagel; K. K. Leang<\/p><p class=\"tp_pub_title\">Robust Sliding-Mode Control for Dual-Stage Nanopositioning Systems <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">American Control Conference (Accepted, forthcoming), Invited session: Precision Mechatronics, Philadelphia, PA, July 10-12, 2019, <\/span><span class=\"tp_pub_additional_year\">2019<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_374\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('374','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_374\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{NagelW_2019_ACC,<br \/>\r\ntitle = {Robust Sliding-Mode Control for Dual-Stage Nanopositioning Systems},<br \/>\r\nauthor = {W. S. Nagel and K. K. Leang},<br \/>\r\nyear  = {2019},<br \/>\r\ndate = {2019-01-31},<br \/>\r\nbooktitle = {American Control Conference (Accepted, forthcoming), Invited session: Precision Mechatronics, Philadelphia, PA, July 10-12, 2019},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('374','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2018\">2018<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">55.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"A 3D-Printed 3-DOF Tripedal Microrobotic Platform for Unconstrained and Omnidirectional Sample Positioning\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2018\/09\/2018_IJIRA.jpg\" width=\"100\" alt=\"A 3D-Printed 3-DOF Tripedal Microrobotic Platform for Unconstrained and Omnidirectional Sample Positioning\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">I. Adibnazari, W. S. Nagel; K. K. Leang<\/p><p class=\"tp_pub_title\">A 3D-Printed 3-DOF Tripedal Microrobotic Platform for Unconstrained and Omnidirectional Sample Positioning <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">International Journal of Intelligent Robotics and Applications, <\/span><span class=\"tp_pub_additional_volume\">vol. 2, <\/span><span class=\"tp_pub_additional_number\">no. 4, <\/span><span class=\"tp_pub_additional_pages\">pp. 425-435, <\/span><span class=\"tp_pub_additional_year\">2018<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_366\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('366','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_366\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{AdibnazariI_2018_IJIRA,<br \/>\r\ntitle = {A 3D-Printed 3-DOF Tripedal Microrobotic Platform for Unconstrained and Omnidirectional Sample Positioning},<br \/>\r\nauthor = {I. Adibnazari, W. S. Nagel and K. K. Leang},<br \/>\r\nyear  = {2018},<br \/>\r\ndate = {2018-11-06},<br \/>\r\njournal = {International Journal of Intelligent Robotics and Applications},<br \/>\r\nvolume = {2},<br \/>\r\nnumber = {4},<br \/>\r\npages = {425-435},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('366','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2017\">2017<\/h3><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">54.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Spatial filter design for dual-stage systems\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2017\/04\/2017_DSCC_clayton-1.jpg\" width=\"100\" alt=\"Spatial filter design for dual-stage systems\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">A. Mitrovic, K. K. Leang; G. M. Clayton<\/p><p class=\"tp_pub_title\">Spatial filter design for dual-stage systems <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">ASME Dynamic Systems and Control Conference (DSCC), Tysons Corner, Virginia, USA, October 11-13, 2107 at the Sheraton Tysons Hotel in Tysons Corner, Virginia, <\/span><span class=\"tp_pub_additional_year\">2017<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_359\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('359','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_359\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{Mitrovica_2017_DSCC,<br \/>\r\ntitle = {Spatial filter design for dual-stage systems},<br \/>\r\nauthor = {A. Mitrovic, K. K. Leang and G. M. Clayton},<br \/>\r\nyear  = {2017},<br \/>\r\ndate = {2017-05-16},<br \/>\r\nbooktitle = {ASME Dynamic Systems and Control Conference (DSCC), Tysons Corner, Virginia, USA, October 11-13, 2107 at the Sheraton Tysons Hotel in Tysons Corner, Virginia},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('359','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">53.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Design of a Dual-Stage, Three-Axis Hybrid Parallel-Serial-Kinematic Nanopositioner with Mechanically Mitigated Cross-Coupling\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2017\/03\/2017_aim01-1.jpg\" width=\"100\" alt=\"Design of a Dual-Stage, Three-Axis Hybrid Parallel-Serial-Kinematic Nanopositioner with Mechanically Mitigated Cross-Coupling\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">W. Nagel; K. K. Leang<\/p><p class=\"tp_pub_title\">Design of a Dual-Stage, Three-Axis Hybrid Parallel-Serial-Kinematic Nanopositioner with Mechanically Mitigated Cross-Coupling <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">Invited session on Design &amp; Control of Micro\/Nano Precision Mechatronic Systems, IEEE Int. Conf. on Advanced Intelligent Mechatronics, Munich, Germany, July 3-7, 2017, <\/span><span class=\"tp_pub_additional_year\">2017<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_349\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('349','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_349\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{NagelW_2017c,<br \/>\r\ntitle = {Design of a Dual-Stage, Three-Axis Hybrid Parallel-Serial-Kinematic Nanopositioner with Mechanically Mitigated Cross-Coupling},<br \/>\r\nauthor = {W. Nagel and K. K. Leang},<br \/>\r\nyear  = {2017},<br \/>\r\ndate = {2017-03-02},<br \/>\r\nbooktitle = {Invited session on Design & Control of Micro\/Nano Precision Mechatronic Systems, IEEE Int. Conf. on Advanced Intelligent Mechatronics, Munich, Germany, July 3-7, 2017},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('349','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">52.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Spatial-Temporal Trajectory Redesign for Dual-Stage Nanopositioning Systems\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2017\/03\/2017_aim02-1.jpg\" width=\"100\" alt=\"Spatial-Temporal Trajectory Redesign for Dual-Stage Nanopositioning Systems\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">D. Guo, A. Mitrovi, G. M. Clayton; K. K. Leang<\/p><p class=\"tp_pub_title\">Spatial-Temporal Trajectory Redesign for Dual-Stage Nanopositioning Systems <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">Invited session on Design &amp; Control of Micro\/Nano Precision Mechatronic Systems, IEEE Int. Conf. on Advanced Intelligent Mechatronics, Munich, Germany, July 3-7, 2017, <\/span><span class=\"tp_pub_additional_year\">2017<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_350\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('350','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_350\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{GuoD_2017d,<br \/>\r\ntitle = {Spatial-Temporal Trajectory Redesign for Dual-Stage Nanopositioning Systems},<br \/>\r\nauthor = {D. Guo, A. Mitrovi, G. M. Clayton and K. K. Leang},<br \/>\r\nyear  = {2017},<br \/>\r\ndate = {2017-03-02},<br \/>\r\nbooktitle = {Invited session on Design & Control of Micro\/Nano Precision Mechatronic Systems, IEEE Int. Conf. on Advanced Intelligent Mechatronics, Munich, Germany, July 3-7, 2017},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('350','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2016\">2016<\/h3><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">51.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"High-speed AFM through non-raster scanning and high speed actuation\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2016\/03\/BioPS.jpg\" width=\"100\" alt=\"High-speed AFM through non-raster scanning and high speed actuation\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">T. T. Ashley, T. Huang, S. B. Andersson, W. Nagel; K. K. Leang<\/p><p class=\"tp_pub_title\">High-speed AFM through non-raster scanning and high speed actuation <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">Biophysical Society Annual Meeting, Los Angeles, CA, February 27 - March 2. Poster presentation., <\/span><span class=\"tp_pub_additional_year\">2016<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_334\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('334','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_334\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{AshleyTT_2016,<br \/>\r\ntitle = {High-speed AFM through non-raster scanning and high speed actuation},<br \/>\r\nauthor = {T. T. Ashley, T. Huang, S. B. Andersson, W. Nagel and K. K. Leang},<br \/>\r\nyear  = {2016},<br \/>\r\ndate = {2016-03-02},<br \/>\r\nbooktitle = {Biophysical Society Annual Meeting, Los Angeles, CA, February 27 - March 2. Poster presentation.},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('334','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">50.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Master-slave control with hysteresis inversion for dual-stage nanopositioning systems\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2015\/10\/rsi1.jpg\" width=\"100\" alt=\"Master-slave control with hysteresis inversion for dual-stage nanopositioning systems\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">W. S. Nagel, G. M. Clayton; K. K. Leang<\/p><p class=\"tp_pub_title\">Master-slave control with hysteresis inversion for dual-stage nanopositioning systems <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">American Control Conference (Accepted), Boston MA, July 6-8, 2016, <\/span><span class=\"tp_pub_additional_year\">2016<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_331\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('331','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_331\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{NagelWS_2016a,<br \/>\r\ntitle = {Master-slave control with hysteresis inversion for dual-stage nanopositioning systems},<br \/>\r\nauthor = {W. S. Nagel, G. M. Clayton and K. K. Leang},<br \/>\r\nyear  = {2016},<br \/>\r\ndate = {2016-01-28},<br \/>\r\nbooktitle = {American Control Conference (Accepted), Boston MA, July 6-8, 2016},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('331','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inbook\"><div class=\"tp_pub_number\">49.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Design of high-speed nanopositioning systems, Fundamentals and Applications of Nanopositioning Technologies\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2015\/10\/fea.jpg\" width=\"100\" alt=\"Design of high-speed nanopositioning systems, Fundamentals and Applications of Nanopositioning Technologies\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">Y. Yong,; K. K. Leang<\/p><p class=\"tp_pub_title\">Design of high-speed nanopositioning systems, Fundamentals and Applications of Nanopositioning Technologies <span class=\"tp_pub_type tp_  inbook\">Book Chapter<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span> Ru, C.;  Liu, X.;  Sun, Y. (Ed.): <span class=\"tp_pub_additional_publisher\">Springer, <\/span><span class=\"tp_pub_additional_year\">2016<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_322\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('322','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_322\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inbook{YongY_2016a,<br \/>\r\ntitle = {Design of high-speed nanopositioning systems, Fundamentals and Applications of Nanopositioning Technologies},<br \/>\r\nauthor = {Y. Yong, and K. K. Leang},<br \/>\r\neditor = {C. Ru and X. Liu and Y. Sun},<br \/>\r\nyear  = {2016},<br \/>\r\ndate = {2016-01-01},<br \/>\r\npublisher = {Springer},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inbook}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('322','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inbook\"><div class=\"tp_pub_number\">48.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Position sensors, in Fundamentals and Applications of Nanopositioning Technologies\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2015\/10\/positionsensors.jpg\" width=\"100\" alt=\"Position sensors, in Fundamentals and Applications of Nanopositioning Technologies\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">A. J. Fleming; K. K. Leang<\/p><p class=\"tp_pub_title\">Position sensors, in Fundamentals and Applications of Nanopositioning Technologies <span class=\"tp_pub_type tp_  inbook\">Book Chapter<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span>X. Liu C. Ru,;  Sun, Y. (Ed.): <span class=\"tp_pub_additional_booktitle\">Fundamentals and Applications of Nanopositioning Technologies (Under review), <\/span><span class=\"tp_pub_additional_publisher\">Springer, <\/span><span class=\"tp_pub_additional_year\">2016<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_321\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('321','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_321\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inbook{FlemingAJ_2016a,<br \/>\r\ntitle = {Position sensors, in Fundamentals and Applications of Nanopositioning Technologies},<br \/>\r\nauthor = {A. J. Fleming and K. K. Leang},<br \/>\r\neditor = {C. Ru, X. Liu, and Y. Sun},<br \/>\r\nyear  = {2016},<br \/>\r\ndate = {2016-01-01},<br \/>\r\nbooktitle = {Fundamentals and Applications of Nanopositioning Technologies (Under review)},<br \/>\r\npublisher = {Springer},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inbook}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('321','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inbook\"><div class=\"tp_pub_number\">47.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Tracking control for nanopositioning systems, in Fundamentals and Applications of Nanopositioning Technologies\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2015\/10\/trackingcontrol.jpg\" width=\"100\" alt=\"Tracking control for nanopositioning systems, in Fundamentals and Applications of Nanopositioning Technologies\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">K. K. Leang; A. J. Fleming<\/p><p class=\"tp_pub_title\">Tracking control for nanopositioning systems, in Fundamentals and Applications of Nanopositioning Technologies <span class=\"tp_pub_type tp_  inbook\">Book Chapter<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span> Ru, C.;  Liu, X.;  Sun, Y. (Ed.): <span class=\"tp_pub_additional_booktitle\">Fundamentals and Applications of Nanopositioning Technologies, <\/span><span class=\"tp_pub_additional_publisher\">Springer, <\/span><span class=\"tp_pub_additional_year\">2016<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_320\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('320','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_320\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inbook{Leangkk_2016a,<br \/>\r\ntitle = {Tracking control for nanopositioning systems, in Fundamentals and Applications of Nanopositioning Technologies},<br \/>\r\nauthor = {K. K. Leang and A. J. Fleming},<br \/>\r\neditor = {C. Ru and X. Liu and Y. Sun},<br \/>\r\nyear  = {2016},<br \/>\r\ndate = {2016-01-01},<br \/>\r\nbooktitle = {Fundamentals and Applications of Nanopositioning Technologies},<br \/>\r\npublisher = {Springer},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inbook}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('320','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2015\">2015<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">46.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Low-order damping and tracking control for scanning probe systems\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2015\/09\/damping.jpg\" width=\"100\" alt=\"Low-order damping and tracking control for scanning probe systems\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">A. J. Fleming, Y. R. Teo; K. K. Leang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('328','tp_links')\" style=\"cursor:pointer;\">Low-order damping and tracking control for scanning probe systems<\/a> <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">Mechatronics, Frontiers in Mechanical Engineering, <\/span><span class=\"tp_pub_additional_volume\">vol. 1, <\/span><span class=\"tp_pub_additional_pages\">pp. Article 14, <\/span><span class=\"tp_pub_additional_year\">2015<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_328\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('328','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_328\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('328','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_328\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{FlemingAJ_2015a,<br \/>\r\ntitle = {Low-order damping and tracking control for scanning probe systems},<br \/>\r\nauthor = {A. J. Fleming, Y. R. Teo and K. K. Leang},<br \/>\r\nurl = {http:\/\/www.kam.k.leang.com\/academics\/pubs\/FlemingAJ_2015a.pdf},<br \/>\r\ndoi = {10.3389\/fmech.2015.00014},<br \/>\r\nyear  = {2015},<br \/>\r\ndate = {2015-10-24},<br \/>\r\njournal = {Mechatronics, Frontiers in Mechanical Engineering},<br \/>\r\nvolume = {1},<br \/>\r\npages = {Article 14},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('328','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_328\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/FlemingAJ_2015a.pdf\" title=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/FlemingAJ_2015a.pdf\" target=\"_blank\">http:\/\/www.kam.k.leang.com\/academics\/pubs\/FlemingAJ_2015a.pdf<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/10.3389\/fmech.2015.00014\" title=\"Follow DOI:10.3389\/fmech.2015.00014\" target=\"_blank\">doi:10.3389\/fmech.2015.00014<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('328','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">45.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Low-order Continuous-time Robust Repetitive Control: Application in Nanopositioning\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2015\/09\/RobustRC.jpg\" width=\"100\" alt=\"Low-order Continuous-time Robust Repetitive Control: Application in Nanopositioning\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> A. A. Eielsen; J. T. Gravdahla; K. K. Leang<\/p><p class=\"tp_pub_title\">Low-order Continuous-time Robust Repetitive Control: Application in Nanopositioning <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">Mechatronics, <\/span><span class=\"tp_pub_additional_volume\">vol. 30, <\/span><span class=\"tp_pub_additional_pages\">pp. 231\u2013243, <\/span><span class=\"tp_pub_additional_year\">2015<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_205\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('205','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_205\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{EielsenAA_2015,<br \/>\r\ntitle = {Low-order Continuous-time Robust Repetitive Control: Application in Nanopositioning},<br \/>\r\nauthor = { A. A. Eielsen and J. T. Gravdahla and K. K. Leang},<br \/>\r\nyear  = {2015},<br \/>\r\ndate = {2015-09-01},<br \/>\r\njournal = {Mechatronics},<br \/>\r\nvolume = {30},<br \/>\r\npages = {231\u2013243},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('205','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2014\">2014<\/h3><div class=\"tp_publication tp_publication_book\"><div class=\"tp_pub_number\">44.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Design, modeling, and control of nanopositioning systems\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2014\/03\/Book_small.png\" width=\"100\" alt=\"Design, modeling, and control of nanopositioning systems\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> A. J. Fleming; K. K. Leang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('214','tp_links')\" style=\"cursor:pointer;\">Design, modeling, and control of nanopositioning systems<\/a> <span class=\"tp_pub_type tp_  book\">Book<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_publisher\">Springer, <\/span><span class=\"tp_pub_additional_address\">New York, <\/span><span class=\"tp_pub_additional_year\">2014<\/span>, <span class=\"tp_pub_additional_isbn\">ISBN: 3319066161<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_214\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('214','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_214\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('214','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_214\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@book{FlemingAJ_2013d,<br \/>\r\ntitle = {Design, modeling, and control of nanopositioning systems},<br \/>\r\nauthor = { A. J. Fleming and K. K. Leang},<br \/>\r\nurl = {http:\/\/www.amazon.com\/Modeling-Control-Nanopositioning-Advances-Industrial\/dp\/3319066161},<br \/>\r\nisbn = {3319066161},<br \/>\r\nyear  = {2014},<br \/>\r\ndate = {2014-06-03},<br \/>\r\npublisher = {Springer},<br \/>\r\naddress = {New York},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {book}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('214','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_214\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.amazon.com\/Modeling-Control-Nanopositioning-Advances-Industrial\/dp\/3319066161\" title=\"http:\/\/www.amazon.com\/Modeling-Control-Nanopositioning-Advances-Industrial\/dp\/33[...]\" target=\"_blank\">http:\/\/www.amazon.com\/Modeling-Control-Nanopositioning-Advances-Industrial\/dp\/33[...]<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('214','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">43.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Range-based control of dual-stage nanopositioning systems\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2015\/10\/rsi.jpg\" width=\"100\" alt=\"Range-based control of dual-stage nanopositioning systems\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> G. C. Clayton; C. J. Dudley; K. K. Leang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('233','tp_links')\" style=\"cursor:pointer;\">Range-based control of dual-stage nanopositioning systems<\/a> <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">Review of Scientific Instruments, <\/span><span class=\"tp_pub_additional_volume\">vol. 85, <\/span><span class=\"tp_pub_additional_number\">no. 4, <\/span><span class=\"tp_pub_additional_pages\">pp. 045003 (6 pages), <\/span><span class=\"tp_pub_additional_year\">2014<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_233\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('233','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_233\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('233','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_233\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{ClaytonGC_2014a,<br \/>\r\ntitle = {Range-based control of dual-stage nanopositioning systems},<br \/>\r\nauthor = { G. C. Clayton and C. J. Dudley and K. K. Leang},<br \/>\r\nurl = {http:\/\/kam.k.leang.com\/academics\/pubs\/ClaytonGM_2014a.pdf},<br \/>\r\nyear  = {2014},<br \/>\r\ndate = {2014-04-01},<br \/>\r\njournal = {Review of Scientific Instruments},<br \/>\r\nvolume = {85},<br \/>\r\nnumber = {4},<br \/>\r\npages = {045003 (6 pages)},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('233','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_233\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/kam.k.leang.com\/academics\/pubs\/ClaytonGM_2014a.pdf\" title=\"http:\/\/kam.k.leang.com\/academics\/pubs\/ClaytonGM_2014a.pdf\" target=\"_blank\">http:\/\/kam.k.leang.com\/academics\/pubs\/ClaytonGM_2014a.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('233','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">42.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Analog robust repetitive control for nanopositioning\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2015\/10\/analogRC.jpg\" width=\"100\" alt=\"Analog robust repetitive control for nanopositioning\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> A. A. Eielsen; J. T. Gravdahl; K. K. Leang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('204','tp_links')\" style=\"cursor:pointer;\">Analog robust repetitive control for nanopositioning<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">19th World Congress of the International Federation of Automatic Control, 24-29 August 2014, Cape Town, South Africa (Forthcoming), <\/span><span class=\"tp_pub_additional_year\">2014<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_204\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('204','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_204\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('204','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_204\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{EielsenAA_2014a,<br \/>\r\ntitle = {Analog robust repetitive control for nanopositioning},<br \/>\r\nauthor = { A. A. Eielsen and J. T. Gravdahl and K. K. Leang},<br \/>\r\nurl = {http:\/\/www.kam.k.leang.com\/academics\/pubs\/EielsenAA_2014.pdf},<br \/>\r\nyear  = {2014},<br \/>\r\ndate = {2014-01-01},<br \/>\r\nbooktitle = {19th World Congress of the International Federation of Automatic Control, 24-29 August 2014, Cape Town, South Africa (Forthcoming)},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('204','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_204\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/EielsenAA_2014.pdf\" title=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/EielsenAA_2014.pdf\" target=\"_blank\">http:\/\/www.kam.k.leang.com\/academics\/pubs\/EielsenAA_2014.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('204','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2013\">2013<\/h3><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">41.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"An experimental comparison of PI, inversion, and damping control for high performance nanopositioning\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2015\/11\/pi.jpg\" width=\"100\" alt=\"An experimental comparison of PI, inversion, and damping control for high performance nanopositioning\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> A. J. Fleming; K. K. Leang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('215','tp_links')\" style=\"cursor:pointer;\">An experimental comparison of PI, inversion, and damping control for high performance nanopositioning<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">American Control Conference, <\/span><span class=\"tp_pub_additional_year\">2013<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_215\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('215','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_215\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('215','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_215\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{FlemingAJ_2013b,<br \/>\r\ntitle = {An experimental comparison of PI, inversion, and damping control for high performance nanopositioning},<br \/>\r\nauthor = { A. J. Fleming and K. K. Leang},<br \/>\r\nurl = {http:\/\/www.precisionmechatronicslab.com\/wp-content\/publications\/C13b.pdf},<br \/>\r\nyear  = {2013},<br \/>\r\ndate = {2013-01-01},<br \/>\r\nbooktitle = {American Control Conference},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('215','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_215\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.precisionmechatronicslab.com\/wp-content\/publications\/C13b.pdf\" title=\"http:\/\/www.precisionmechatronicslab.com\/wp-content\/publications\/C13b.pdf\" target=\"_blank\">http:\/\/www.precisionmechatronicslab.com\/wp-content\/publications\/C13b.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('215','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">40.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Mechanical design and control for high-speed nanopositioning: serial-kinematic nanopositioners and repetitive control for nanofabrication\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2014\/03\/CSM2.png\" width=\"100\" alt=\"Mechanical design and control for high-speed nanopositioning: serial-kinematic nanopositioners and repetitive control for nanofabrication\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Y. Shan; K. K. Leang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('300','tp_links')\" style=\"cursor:pointer;\">Mechanical design and control for high-speed nanopositioning: serial-kinematic nanopositioners and repetitive control for nanofabrication<\/a> <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">IEEE Control Systems Magazine (In press), Special Issue on Dynamics and Control of Micro and Naoscale Systems, <\/span><span class=\"tp_pub_additional_volume\">vol. 33, <\/span><span class=\"tp_pub_additional_number\">no. 6, <\/span><span class=\"tp_pub_additional_pages\">pp. 86 \u2013 105, <\/span><span class=\"tp_pub_additional_year\">2013<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_300\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('300','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_300\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('300','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_300\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{ShanY_2013a,<br \/>\r\ntitle = {Mechanical design and control for high-speed nanopositioning: serial-kinematic nanopositioners and repetitive control for nanofabrication},<br \/>\r\nauthor = { Y. Shan and K. K. Leang},<br \/>\r\nurl = {http:\/\/kam.k.leang.com\/academics\/pubs\/ShanY_2013a.pdf},<br \/>\r\nyear  = {2013},<br \/>\r\ndate = {2013-01-01},<br \/>\r\njournal = {IEEE Control Systems Magazine (In press), Special Issue on Dynamics and Control of Micro and Naoscale Systems},<br \/>\r\nvolume = {33},<br \/>\r\nnumber = {6},<br \/>\r\npages = {86 -- 105},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('300','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_300\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/kam.k.leang.com\/academics\/pubs\/ShanY_2013a.pdf\" title=\"http:\/\/kam.k.leang.com\/academics\/pubs\/ShanY_2013a.pdf\" target=\"_blank\">http:\/\/kam.k.leang.com\/academics\/pubs\/ShanY_2013a.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('300','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2012\">2012<\/h3><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">39.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Robust damping PI repetitive control for nanopositioning\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2016\/05\/robust-1.jpg\" width=\"100\" alt=\"Robust damping PI repetitive control for nanopositioning\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> A. A. Eielsen; J. T. Gravdahl; K. K. Leang<\/p><p class=\"tp_pub_title\">Robust damping PI repetitive control for nanopositioning <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">American Control Conference, <\/span><span class=\"tp_pub_additional_year\">2012<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_203\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('203','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_203\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{EielsenAA_2012a,<br \/>\r\ntitle = {Robust damping PI repetitive control for nanopositioning},<br \/>\r\nauthor = { A. A. Eielsen and J. T. Gravdahl and K. K. Leang},<br \/>\r\nyear  = {2012},<br \/>\r\ndate = {2012-06-27},<br \/>\r\nbooktitle = {American Control Conference},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('203','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">38.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Overcoming the speed limitations of constant-force mode AFM\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2016\/11\/ultra2.jpg\" width=\"100\" alt=\"Overcoming the speed limitations of constant-force mode AFM\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> A. J. Fleming; K. K. Leang<\/p><p class=\"tp_pub_title\">Overcoming the speed limitations of constant-force mode AFM <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">Seeing at the Nanoscale 2012, <\/span><span class=\"tp_pub_additional_year\">2012<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_213\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('213','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_213\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{FlemingAJ_2012a,<br \/>\r\ntitle = {Overcoming the speed limitations of constant-force mode AFM},<br \/>\r\nauthor = { A. J. Fleming and K. K. Leang},<br \/>\r\nyear  = {2012},<br \/>\r\ndate = {2012-01-01},<br \/>\r\nbooktitle = {Seeing at the Nanoscale 2012},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('213','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">37.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Accounting for hysteresis in repetitive control design: nanopositioning example\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2015\/11\/automatica.jpg\" width=\"100\" alt=\"Accounting for hysteresis in repetitive control design: nanopositioning example\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Y. Shan; K. K. Leang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('298','tp_links')\" style=\"cursor:pointer;\">Accounting for hysteresis in repetitive control design: nanopositioning example<\/a> <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">Automatica, <\/span><span class=\"tp_pub_additional_volume\">vol. 48, <\/span><span class=\"tp_pub_additional_number\">no. 8, <\/span><span class=\"tp_pub_additional_pages\">pp. 1751 \u2013 1758, <\/span><span class=\"tp_pub_additional_year\">2012<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_298\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('298','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_298\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('298','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_298\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{ShanY_2012b,<br \/>\r\ntitle = {Accounting for hysteresis in repetitive control design: nanopositioning example},<br \/>\r\nauthor = { Y. Shan and K. K. Leang},<br \/>\r\nurl = {http:\/\/kam.k.leang.com\/academics\/pubs\/ShanY_2012b.pdf},<br \/>\r\nyear  = {2012},<br \/>\r\ndate = {2012-01-01},<br \/>\r\njournal = {Automatica},<br \/>\r\nvolume = {48},<br \/>\r\nnumber = {8},<br \/>\r\npages = {1751 -- 1758},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('298','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_298\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/kam.k.leang.com\/academics\/pubs\/ShanY_2012b.pdf\" title=\"http:\/\/kam.k.leang.com\/academics\/pubs\/ShanY_2012b.pdf\" target=\"_blank\">http:\/\/kam.k.leang.com\/academics\/pubs\/ShanY_2012b.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('298','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">36.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"An experiment for teaching students about control at the nanoscale\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2016\/06\/csmj2012a.jpg\" width=\"100\" alt=\"An experiment for teaching students about control at the nanoscale\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> K. K. Leang<\/p><p class=\"tp_pub_title\">An experiment for teaching students about control at the nanoscale <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">IEEE Cont. Syst. Mag., <\/span><span class=\"tp_pub_additional_volume\">vol. 32, <\/span><span class=\"tp_pub_additional_number\">no. 1, <\/span><span class=\"tp_pub_additional_pages\">pp. 66\u201368, <\/span><span class=\"tp_pub_additional_year\">2012<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_251\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('251','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_251\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{LeangKK_2012a,<br \/>\r\ntitle = {An experiment for teaching students about control at the nanoscale},<br \/>\r\nauthor = { K. K. Leang},<br \/>\r\nyear  = {2012},<br \/>\r\ndate = {2012-01-01},<br \/>\r\njournal = {IEEE Cont. Syst. Mag.},<br \/>\r\nvolume = {32},<br \/>\r\nnumber = {1},<br \/>\r\npages = {66--68},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('251','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">35.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Design and control of a three-axis serial-kinematic high-bandwidth nanopositioner\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2015\/11\/tmech2012.jpg\" width=\"100\" alt=\"Design and control of a three-axis serial-kinematic high-bandwidth nanopositioner\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> B. J. Kenton; K. K. Leang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('221','tp_links')\" style=\"cursor:pointer;\">Design and control of a three-axis serial-kinematic high-bandwidth nanopositioner<\/a> <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">IEEE\/ASME Trans. Mechatronics, <\/span><span class=\"tp_pub_additional_volume\">vol. 17, <\/span><span class=\"tp_pub_additional_number\">no. 2, <\/span><span class=\"tp_pub_additional_pages\">pp. 356 \u2013 369, <\/span><span class=\"tp_pub_additional_year\">2012<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_221\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('221','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_221\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('221','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_221\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{KentonBJ_2012,<br \/>\r\ntitle = {Design and control of a three-axis serial-kinematic high-bandwidth nanopositioner},<br \/>\r\nauthor = { B. J. Kenton and K. K. Leang},<br \/>\r\nurl = {http:\/\/kam.k.leang.com\/academics\/pubs\/KentonBJ_2012a.pdf},<br \/>\r\nyear  = {2012},<br \/>\r\ndate = {2012-01-01},<br \/>\r\njournal = {IEEE\/ASME Trans. Mechatronics},<br \/>\r\nvolume = {17},<br \/>\r\nnumber = {2},<br \/>\r\npages = {356 -- 369},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('221','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_221\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/kam.k.leang.com\/academics\/pubs\/KentonBJ_2012a.pdf\" title=\"http:\/\/kam.k.leang.com\/academics\/pubs\/KentonBJ_2012a.pdf\" target=\"_blank\">http:\/\/kam.k.leang.com\/academics\/pubs\/KentonBJ_2012a.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('221','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">34.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Dual-stage repetitive control with Prandtl-Ishlinskii hysteresis inversion for piezo-based nanopositioning\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2015\/11\/dualstage.jpg\" width=\"100\" alt=\"Dual-stage repetitive control with Prandtl-Ishlinskii hysteresis inversion for piezo-based nanopositioning\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Y. Shan; K. K. Leang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('299','tp_links')\" style=\"cursor:pointer;\">Dual-stage repetitive control with Prandtl-Ishlinskii hysteresis inversion for piezo-based nanopositioning<\/a> <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">Mechatronics, <\/span><span class=\"tp_pub_additional_volume\">vol. 22, <\/span><span class=\"tp_pub_additional_pages\">pp. 271 \u2013 281, <\/span><span class=\"tp_pub_additional_year\">2012<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_299\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('299','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_299\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('299','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_299\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{ShanY_2012a,<br \/>\r\ntitle = {Dual-stage repetitive control with Prandtl-Ishlinskii hysteresis inversion for piezo-based nanopositioning},<br \/>\r\nauthor = { Y. Shan and K. K. Leang},<br \/>\r\nurl = {http:\/\/kam.k.leang.com\/academics\/pubs\/ShanY_2012a.pdf},<br \/>\r\nyear  = {2012},<br \/>\r\ndate = {2012-01-01},<br \/>\r\njournal = {Mechatronics},<br \/>\r\nvolume = {22},<br \/>\r\npages = {271 -- 281},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('299','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_299\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/kam.k.leang.com\/academics\/pubs\/ShanY_2012a.pdf\" title=\"http:\/\/kam.k.leang.com\/academics\/pubs\/ShanY_2012a.pdf\" target=\"_blank\">http:\/\/kam.k.leang.com\/academics\/pubs\/ShanY_2012a.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('299','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">33.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Flexure design using metal matrix composite materials: nanopositioning example\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2016\/11\/icra2012.jpg\" width=\"100\" alt=\"Flexure design using metal matrix composite materials: nanopositioning example\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> B. J. Kenton; K. K. Leang<\/p><p class=\"tp_pub_title\">Flexure design using metal matrix composite materials: nanopositioning example <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">IEEE International Conference on Robotics and Automation (ICRA), <\/span><span class=\"tp_pub_additional_year\">2012<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_222\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('222','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_222\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{KentonBJ_2012b,<br \/>\r\ntitle = {Flexure design using metal matrix composite materials: nanopositioning example},<br \/>\r\nauthor = { B. J. Kenton and K. K. Leang},<br \/>\r\nyear  = {2012},<br \/>\r\ndate = {2012-01-01},<br \/>\r\nbooktitle = {IEEE International Conference on Robotics and Automation (ICRA)},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('222','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">32.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Invited Review: High-speed flexure-guided nanopositioning: mechanical design and control Issues\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2014\/03\/rsi.png\" width=\"100\" alt=\"Invited Review: High-speed flexure-guided nanopositioning: mechanical design and control Issues\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Y. Yong; S. O. R. Moheimani; B. J. Kenton; K. K. Leang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('302','tp_links')\" style=\"cursor:pointer;\">Invited Review: High-speed flexure-guided nanopositioning: mechanical design and control Issues<\/a> <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">Review of Scientific Instruments, <\/span><span class=\"tp_pub_additional_volume\">vol. 83, <\/span><span class=\"tp_pub_additional_number\">no. 12, <\/span><span class=\"tp_pub_additional_pages\">pp. 121101, <\/span><span class=\"tp_pub_additional_year\">2012<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_302\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('302','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_302\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('302','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_302\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{YongY_2012,<br \/>\r\ntitle = {Invited Review: High-speed flexure-guided nanopositioning: mechanical design and control Issues},<br \/>\r\nauthor = { Y. Yong and S. O. R. Moheimani and B. J. Kenton and K. K. Leang},<br \/>\r\nurl = {http:\/\/www.kam.k.leang.com\/academics\/pubs\/YongYK_2012.pdf},<br \/>\r\nyear  = {2012},<br \/>\r\ndate = {2012-01-01},<br \/>\r\njournal = {Review of Scientific Instruments},<br \/>\r\nvolume = {83},<br \/>\r\nnumber = {12},<br \/>\r\npages = {121101},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('302','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_302\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/YongYK_2012.pdf\" title=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/YongYK_2012.pdf\" target=\"_blank\">http:\/\/www.kam.k.leang.com\/academics\/pubs\/YongYK_2012.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('302','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">31.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Spatial-temporal control of dual-stage nanpositioners\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2016\/11\/cdc2012.jpg\" width=\"100\" alt=\"Spatial-temporal control of dual-stage nanpositioners\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> G. M. Clayton; K. K. Leang<\/p><p class=\"tp_pub_title\">Spatial-temporal control of dual-stage nanpositioners <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">IEEE Control and Decision Conference, <\/span><span class=\"tp_pub_additional_year\">2012<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_234\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('234','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_234\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{ClaytonGM_2012a,<br \/>\r\ntitle = {Spatial-temporal control of dual-stage nanpositioners},<br \/>\r\nauthor = { G. M. Clayton and K. K. Leang},<br \/>\r\nyear  = {2012},<br \/>\r\ndate = {2012-01-01},<br \/>\r\nbooktitle = {IEEE Control and Decision Conference},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('234','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2011\">2011<\/h3><div class=\"tp_publication tp_publication_phdthesis\"><div class=\"tp_pub_number\">30.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Repetitive control for hysteretic systems: theory and application in piezo-based nanopositioners\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2014\/03\/UNR_PhD_Dissertation.png\" width=\"100\" alt=\"Repetitive control for hysteretic systems: theory and application in piezo-based nanopositioners\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">Yingfeng Shan<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('303','tp_links')\" style=\"cursor:pointer;\">Repetitive control for hysteretic systems: theory and application in piezo-based nanopositioners<\/a> <span class=\"tp_pub_type tp_  phdthesis\">PhD Thesis<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_school\">Univesity of Nevada, Reno, <\/span><span class=\"tp_pub_additional_year\">2011<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_303\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('303','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_303\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('303','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_303\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@phdthesis{ShanY_2011b,<br \/>\r\ntitle = {Repetitive control for hysteretic systems: theory and application in piezo-based nanopositioners},<br \/>\r\nauthor = {Yingfeng Shan},<br \/>\r\nurl = {http:\/\/www.kam.k.leang.com\/academics\/pubs\/ShanY_2011_Dissertation.pdf},<br \/>\r\nyear  = {2011},<br \/>\r\ndate = {2011-12-17},<br \/>\r\naddress = {Reno, Nevada 89557-0312},<br \/>\r\nschool = {Univesity of Nevada, Reno},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {phdthesis}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('303','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_303\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/ShanY_2011_Dissertation.pdf\" title=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/ShanY_2011_Dissertation.pdf\" target=\"_blank\">http:\/\/www.kam.k.leang.com\/academics\/pubs\/ShanY_2011_Dissertation.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('303','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">29.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"A compact ultra-fast vertical nanopositioner for improving SPM scan speed\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2016\/06\/rsi2011.jpg\" width=\"100\" alt=\"A compact ultra-fast vertical nanopositioner for improving SPM scan speed\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> B. J. Kenton; A. J. Fleming; K. K. Leang<\/p><p class=\"tp_pub_title\">A compact ultra-fast vertical nanopositioner for improving SPM scan speed <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">Rev. Sci. Instr., <\/span><span class=\"tp_pub_additional_volume\">vol. 82, <\/span><span class=\"tp_pub_additional_pages\">pp. 123703, <\/span><span class=\"tp_pub_additional_year\">2011<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_219\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('219','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_219\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{KentonBJ_2011b,<br \/>\r\ntitle = {A compact ultra-fast vertical nanopositioner for improving SPM scan speed},<br \/>\r\nauthor = { B. J. Kenton and A. J. Fleming and K. K. Leang},<br \/>\r\nyear  = {2011},<br \/>\r\ndate = {2011-01-01},<br \/>\r\njournal = {Rev. Sci. Instr.},<br \/>\r\nvolume = {82},<br \/>\r\npages = {123703},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('219','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">28.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Repetitive control design for piezoelectric actuators\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2017\/02\/RobustRC.jpg\" width=\"100\" alt=\"Repetitive control design for piezoelectric actuators\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Y. Shan; K. K. Leang<\/p><p class=\"tp_pub_title\">Repetitive control design for piezoelectric actuators <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">ASME Conference on Smart Materials, Adaptive Structures and Intelligent Systems (SMASIS), <\/span><span class=\"tp_pub_additional_year\">2011<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_297\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('297','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_297\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{ShanY_2011a,<br \/>\r\ntitle = {Repetitive control design for piezoelectric actuators},<br \/>\r\nauthor = { Y. Shan and K. K. Leang},<br \/>\r\nyear  = {2011},<br \/>\r\ndate = {2011-01-01},<br \/>\r\nbooktitle = {ASME Conference on Smart Materials, Adaptive Structures and Intelligent Systems (SMASIS)},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('297','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2010\">2010<\/h3><div class=\"tp_publication tp_publication_mastersthesis\"><div class=\"tp_pub_number\">27.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Application of an Inverse-Hysteresis Iterative Control Algorithm for AFM Fabrication\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2014\/03\/UNR_MS_Thesis4.png\" width=\"100\" alt=\"Application of an Inverse-Hysteresis Iterative Control Algorithm for AFM Fabrication\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">Seth C. Ashley<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('308','tp_links')\" style=\"cursor:pointer;\">Application of an Inverse-Hysteresis Iterative Control Algorithm for AFM Fabrication<\/a> <span class=\"tp_pub_type tp_  mastersthesis\">Masters Thesis<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_school\">University of Nevada, Reno, <\/span><span class=\"tp_pub_additional_address\">Reno, Nevada, <\/span><span class=\"tp_pub_additional_year\">2010<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_308\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('308','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_308\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('308','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_308\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@mastersthesis{AshleySC_2010,<br \/>\r\ntitle = {Application of an Inverse-Hysteresis Iterative Control Algorithm for AFM Fabrication},<br \/>\r\nauthor = {Seth C. Ashley},<br \/>\r\nurl = {http:\/\/www.kam.k.leang.com\/academics\/pubs\/AshleySC_2010_MSThesis.pdf},<br \/>\r\nyear  = {2010},<br \/>\r\ndate = {2010-10-23},<br \/>\r\naddress = {Reno, Nevada},<br \/>\r\nschool = {University of Nevada, Reno},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {mastersthesis}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('308','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_308\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/AshleySC_2010_MSThesis.pdf\" title=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/AshleySC_2010_MSThesis.pdf\" target=\"_blank\">http:\/\/www.kam.k.leang.com\/academics\/pubs\/AshleySC_2010_MSThesis.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('308','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_mastersthesis\"><div class=\"tp_pub_number\">26.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Design, characterization, and control of a high-bandwidth serial-kinematic nanopositioning stage for scanning probe microscopy applications\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2014\/03\/UNR_MS_Thesis.png\" width=\"100\" alt=\"Design, characterization, and control of a high-bandwidth serial-kinematic nanopositioning stage for scanning probe microscopy applications\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">Brian J. Kenton<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('309','tp_links')\" style=\"cursor:pointer;\">Design, characterization, and control of a high-bandwidth serial-kinematic nanopositioning stage for scanning probe microscopy applications<\/a> <span class=\"tp_pub_type tp_  mastersthesis\">Masters Thesis<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_school\">University of Nevada, Reno, <\/span><span class=\"tp_pub_additional_address\">Reno, Nevada, <\/span><span class=\"tp_pub_additional_year\">2010<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_309\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('309','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_309\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('309','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_309\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@mastersthesis{KentonBJ_2010b,<br \/>\r\ntitle = {Design, characterization, and control of a high-bandwidth serial-kinematic nanopositioning stage for scanning probe microscopy applications},<br \/>\r\nauthor = {Brian J. Kenton},<br \/>\r\nurl = {http:\/\/www.kam.k.leang.com\/academics\/pubs\/BJKentonThesis2010.pdf},<br \/>\r\nyear  = {2010},<br \/>\r\ndate = {2010-08-28},<br \/>\r\naddress = {Reno, Nevada},<br \/>\r\nschool = {University of Nevada, Reno},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {mastersthesis}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('309','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_309\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/BJKentonThesis2010.pdf\" title=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/BJKentonThesis2010.pdf\" target=\"_blank\">http:\/\/www.kam.k.leang.com\/academics\/pubs\/BJKentonThesis2010.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('309','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">25.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Ultra-fast dual-stage vertical positioning for high performance SPMs\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2021\/10\/2010_ACC.jpg\" width=\"100\" alt=\"Ultra-fast dual-stage vertical positioning for high performance SPMs\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> A. J. Fleming; B. J. Kenton; K. K. Leang<\/p><p class=\"tp_pub_title\">Ultra-fast dual-stage vertical positioning for high performance SPMs <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">American Control Conference, Special Invited Session on Advances in Actuation for Nanopositioning and Scanning Probe Systems, <\/span><span class=\"tp_pub_additional_pages\">pp. 4975 \u2013 4980, <\/span><span class=\"tp_pub_additional_year\">2010<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_207\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('207','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_207\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{FlemingAJ_2010a,<br \/>\r\ntitle = {Ultra-fast dual-stage vertical positioning for high performance SPMs},<br \/>\r\nauthor = { A. J. Fleming and B. J. Kenton and K. K. Leang},<br \/>\r\nyear  = {2010},<br \/>\r\ndate = {2010-01-01},<br \/>\r\nbooktitle = {American Control Conference, Special Invited Session on Advances in Actuation for Nanopositioning and Scanning Probe Systems},<br \/>\r\npages = {4975 -- 4980},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('207','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">24.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Bridging the gap between conventional and video-speed scanning probe microscopes\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2016\/06\/ultra.jpg\" width=\"100\" alt=\"Bridging the gap between conventional and video-speed scanning probe microscopes\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> A. J. Fleming; B. J. Kenton; K. K. Leang<\/p><p class=\"tp_pub_title\">Bridging the gap between conventional and video-speed scanning probe microscopes <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">Ultramicroscopy, <\/span><span class=\"tp_pub_additional_volume\">vol. 110, <\/span><span class=\"tp_pub_additional_number\">no. 9, <\/span><span class=\"tp_pub_additional_pages\">pp. 1205 \u2013 1214, <\/span><span class=\"tp_pub_additional_year\">2010<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_206\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('206','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_206\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{FlemingAJ_2010e,<br \/>\r\ntitle = {Bridging the gap between conventional and video-speed scanning probe microscopes},<br \/>\r\nauthor = { A. J. Fleming and B. J. Kenton and K. K. Leang},<br \/>\r\nyear  = {2010},<br \/>\r\ndate = {2010-01-01},<br \/>\r\njournal = {Ultramicroscopy},<br \/>\r\nvolume = {110},<br \/>\r\nnumber = {9},<br \/>\r\npages = {1205 -- 1214},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('206','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">23.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Design, characterization, and control of a monolithic three-axis high-bandwidth nanopositioning stage\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2021\/10\/2010_ACC_HS.jpg\" width=\"100\" alt=\"Design, characterization, and control of a monolithic three-axis high-bandwidth nanopositioning stage\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> B. J. Kenton; K. K. Leang<\/p><p class=\"tp_pub_title\">Design, characterization, and control of a monolithic three-axis high-bandwidth nanopositioning stage <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">American Control Conference, Special Invited Session on Advances in Actuation for Nanopositioning and Scanning Probe Systems, <\/span><span class=\"tp_pub_additional_pages\">pp. 4949 \u2013 4956, <\/span><span class=\"tp_pub_additional_year\">2010<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_220\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('220','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_220\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{KentonBJ_2010a,<br \/>\r\ntitle = {Design, characterization, and control of a monolithic three-axis high-bandwidth nanopositioning stage},<br \/>\r\nauthor = { B. J. Kenton and K. K. Leang},<br \/>\r\nyear  = {2010},<br \/>\r\ndate = {2010-01-01},<br \/>\r\nbooktitle = {American Control Conference, Special Invited Session on Advances in Actuation for Nanopositioning and Scanning Probe Systems},<br \/>\r\npages = {4949 -- 4956},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('220','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">22.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Dual-stage repetitive control for high-speed nanopositioning\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2021\/10\/2010_IFAC.jpg\" width=\"100\" alt=\"Dual-stage repetitive control for high-speed nanopositioning\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Y. Shan; K. K. Leang<\/p><p class=\"tp_pub_title\">Dual-stage repetitive control for high-speed nanopositioning <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">IFAC Symposium on Mechatronic Systems and ASME Dynamic Systems and Control Conference (DSCC), Invited session on Micro- and Nanoscale Dynamics and Control, <\/span><span class=\"tp_pub_additional_year\">2010<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_296\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('296','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_296\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{ShanY_2010a,<br \/>\r\ntitle = {Dual-stage repetitive control for high-speed nanopositioning},<br \/>\r\nauthor = { Y. Shan and K. K. Leang},<br \/>\r\nyear  = {2010},<br \/>\r\ndate = {2010-01-01},<br \/>\r\nbooktitle = {IFAC Symposium on Mechatronic Systems and ASME Dynamic Systems and Control Conference (DSCC), Invited session on Micro- and Nanoscale Dynamics and Control},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('296','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">21.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"High performance nanopositioning with integrated strain and force feedback\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2021\/10\/2010_IFAC02.jpg\" width=\"100\" alt=\"High performance nanopositioning with integrated strain and force feedback\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> A. J. Fleming; K. K. Leang<\/p><p class=\"tp_pub_title\">High performance nanopositioning with integrated strain and force feedback <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">IFAC Symposium on Mechatronic Systems and ASME Dynamic Systems and Control Conference (DSCC), Invited Session on Micro- and Nanoscale Dynamics and Control, <\/span><span class=\"tp_pub_additional_year\">2010<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_210\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('210','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_210\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{FlemingAJ_2010c,<br \/>\r\ntitle = {High performance nanopositioning with integrated strain and force feedback},<br \/>\r\nauthor = { A. J. Fleming and K. K. Leang},<br \/>\r\nyear  = {2010},<br \/>\r\ndate = {2010-01-01},<br \/>\r\nbooktitle = {IFAC Symposium on Mechatronic Systems and ASME Dynamic Systems and Control Conference (DSCC), Invited Session on Micro- and Nanoscale Dynamics and Control},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('210','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">20.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Integrated strain and force feedback for high performance control of piezoelectric actuators\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2016\/06\/sensors.jpg\" width=\"100\" alt=\"Integrated strain and force feedback for high performance control of piezoelectric actuators\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> A. J. Fleming; K. K. Leang<\/p><p class=\"tp_pub_title\">Integrated strain and force feedback for high performance control of piezoelectric actuators <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">Sensors and Actuators: A. Physical, <\/span><span class=\"tp_pub_additional_volume\">vol. 161, <\/span><span class=\"tp_pub_additional_number\">no. 1-2, <\/span><span class=\"tp_pub_additional_pages\">pp. 256 \u2013 265, <\/span><span class=\"tp_pub_additional_year\">2010<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_211\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('211','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_211\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{FlemingAJ_2010b,<br \/>\r\ntitle = {Integrated strain and force feedback for high performance control of piezoelectric actuators},<br \/>\r\nauthor = { A. J. Fleming and K. K. Leang},<br \/>\r\nyear  = {2010},<br \/>\r\ndate = {2010-01-01},<br \/>\r\njournal = {Sensors and Actuators: A. Physical},<br \/>\r\nvolume = {161},<br \/>\r\nnumber = {1-2},<br \/>\r\npages = {256 -- 265},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('211','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">19.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Measurement and control for high-speed sub-atomic positioning in scanning probe microscopes\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2021\/10\/2010_ICRA.jpg\" width=\"100\" alt=\"Measurement and control for high-speed sub-atomic positioning in scanning probe microscopes\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> A. J. Fleming; K. K. Leang<\/p><p class=\"tp_pub_title\">Measurement and control for high-speed sub-atomic positioning in scanning probe microscopes <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">IEEE International Conference on Robotics and Automation (ICRA2010), Invited workshop, May 3-8, <\/span><span class=\"tp_pub_additional_year\">2010<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_212\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('212','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_212\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{FlemingAJ_2010f,<br \/>\r\ntitle = {Measurement and control for high-speed sub-atomic positioning in scanning probe microscopes},<br \/>\r\nauthor = { A. J. Fleming and K. K. Leang},<br \/>\r\nyear  = {2010},<br \/>\r\ndate = {2010-01-01},<br \/>\r\nbooktitle = {IEEE International Conference on Robotics and Automation (ICRA2010), Invited workshop, May 3-8},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('212','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2009\">2009<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">18.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"A review of feedforward control approaches in nanopositioning for high speed SPM\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2016\/06\/jdsmc2.jpg\" width=\"100\" alt=\"A review of feedforward control approaches in nanopositioning for high speed SPM\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> G. M. Clayton; S. Tien; K. K. Leang; Q. Zou; S. Devasia<\/p><p class=\"tp_pub_title\">A review of feedforward control approaches in nanopositioning for high speed SPM <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">ASME J. Dyn. Syst. Meas. and Cont., <\/span><span class=\"tp_pub_additional_volume\">vol. 131, <\/span><span class=\"tp_pub_additional_number\">no. 6, <\/span><span class=\"tp_pub_additional_pages\">pp. 061101 (19 pages), <\/span><span class=\"tp_pub_additional_year\">2009<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_235\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('235','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_235\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{ClaytonGM_2009,<br \/>\r\ntitle = {A review of feedforward control approaches in nanopositioning for high speed SPM},<br \/>\r\nauthor = { G. M. Clayton and S. Tien and K. K. Leang and Q. Zou and S. Devasia},<br \/>\r\nyear  = {2009},<br \/>\r\ndate = {2009-01-01},<br \/>\r\njournal = {ASME J. Dyn. Syst. Meas. and Cont.},<br \/>\r\nvolume = {131},<br \/>\r\nnumber = {6},<br \/>\r\npages = {061101 (19 pages)},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('235','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">17.<\/div><div class=\"tp_pub_image_left\"><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Y. Shan; K. K. Leang<\/p><p class=\"tp_pub_title\">Repetitive control with Prandtl-Ishlinskii hysteresis inverse for piezo-based nanopositioning <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">American Control Conference, Invited Session on Advances in Control of Nanopositioning and SPM Systems, <\/span><span class=\"tp_pub_additional_pages\">pp. 301 - 306, <\/span><span class=\"tp_pub_additional_year\">2009<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_295\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('295','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_295\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{ShanY_2009a,<br \/>\r\ntitle = {Repetitive control with Prandtl-Ishlinskii hysteresis inverse for piezo-based nanopositioning},<br \/>\r\nauthor = { Y. Shan and K. K. Leang},<br \/>\r\nyear  = {2009},<br \/>\r\ndate = {2009-01-01},<br \/>\r\nbooktitle = {American Control Conference, Invited Session on Advances in Control of Nanopositioning and SPM Systems},<br \/>\r\npages = {301 - 306},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('295','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">16.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Design and analysis of discrete-time repetitive control for scanning probe microscopes\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2016\/06\/jdsmc.jpg\" width=\"100\" alt=\"Design and analysis of discrete-time repetitive control for scanning probe microscopes\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> U. Aridogan; Y. Shan; K. K. Leang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('286','tp_links')\" style=\"cursor:pointer;\">Design and analysis of discrete-time repetitive control for scanning probe microscopes<\/a> <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">ASME J. Dyn. Syst. Meas. and Cont., <\/span><span class=\"tp_pub_additional_volume\">vol. 131, <\/span><span class=\"tp_pub_additional_pages\">pp. 061103 (12 pages), <\/span><span class=\"tp_pub_additional_year\">2009<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_286\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('286','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_286\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('286','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_286\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{AridoganU_2009,<br \/>\r\ntitle = {Design and analysis of discrete-time repetitive control for scanning probe microscopes},<br \/>\r\nauthor = { U. Aridogan and Y. Shan and K. K. Leang},<br \/>\r\nurl = {http:\/\/www.kam.k.leang.com\/academics\/pubs\/AridoganU_2009.pdf},<br \/>\r\nyear  = {2009},<br \/>\r\ndate = {2009-01-01},<br \/>\r\njournal = {ASME J. Dyn. Syst. Meas. and Cont.},<br \/>\r\nvolume = {131},<br \/>\r\npages = {061103 (12 pages)},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('286','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_286\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/AridoganU_2009.pdf\" title=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/AridoganU_2009.pdf\" target=\"_blank\">http:\/\/www.kam.k.leang.com\/academics\/pubs\/AridoganU_2009.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('286','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">15.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Feedforward control of piezoactuators in atomic force microscope systems: inversion-based compensation for dynamics and hysteresis\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2016\/06\/csm2009.jpg\" width=\"100\" alt=\"Feedforward control of piezoactuators in atomic force microscope systems: inversion-based compensation for dynamics and hysteresis\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> K. K. Leang; Q. Zou; S. Devasia<\/p><p class=\"tp_pub_title\">Feedforward control of piezoactuators in atomic force microscope systems: inversion-based compensation for dynamics and hysteresis <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">IEEE Cont. Syst. Mag., Special Issue on Hysteresis, <\/span><span class=\"tp_pub_additional_volume\">vol. 29, <\/span><span class=\"tp_pub_additional_number\">no. 1, <\/span><span class=\"tp_pub_additional_pages\">pp. 70 \u2013 82, <\/span><span class=\"tp_pub_additional_year\">2009<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_263\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('263','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_263\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{LeangKK_2009b,<br \/>\r\ntitle = {Feedforward control of piezoactuators in atomic force microscope systems: inversion-based compensation for dynamics and hysteresis},<br \/>\r\nauthor = { K. K. Leang and Q. Zou and S. Devasia},<br \/>\r\nyear  = {2009},<br \/>\r\ndate = {2009-01-01},<br \/>\r\njournal = {IEEE Cont. Syst. Mag., Special Issue on Hysteresis},<br \/>\r\nvolume = {29},<br \/>\r\nnumber = {1},<br \/>\r\npages = {70 -- 82},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('263','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">14.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"High-speed serial-kinematic AFM scanner: design and drive considerations\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2016\/06\/asian.jpg\" width=\"100\" alt=\"High-speed serial-kinematic AFM scanner: design and drive considerations\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> K. K. Leang; A. J. Fleming<\/p><p class=\"tp_pub_title\">High-speed serial-kinematic AFM scanner: design and drive considerations <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">Asian Journal of Control, Special issue on Advanced Control Methods for Scanning Probe Microscopy Research and Techniques, <\/span><span class=\"tp_pub_additional_volume\">vol. 11, <\/span><span class=\"tp_pub_additional_number\">no. 2, <\/span><span class=\"tp_pub_additional_pages\">pp. 144 \u2013 153, <\/span><span class=\"tp_pub_additional_year\">2009<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_256\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('256','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_256\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{LeangKK_2009d,<br \/>\r\ntitle = {High-speed serial-kinematic AFM scanner: design and drive considerations},<br \/>\r\nauthor = { K. K. Leang and A. J. Fleming},<br \/>\r\nyear  = {2009},<br \/>\r\ndate = {2009-01-01},<br \/>\r\njournal = {Asian Journal of Control, Special issue on Advanced Control Methods for Scanning Probe Microscopy Research and Techniques},<br \/>\r\nvolume = {11},<br \/>\r\nnumber = {2},<br \/>\r\npages = {144 -- 153},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('256','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2008\">2008<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">13.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Low-cost noncontact infrared sensors for sub-micro-level position measurement and control\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2016\/06\/tmech2008.jpg\" width=\"100\" alt=\"Low-cost noncontact infrared sensors for sub-micro-level position measurement and control\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Y. Shan; J. E. Speich; K. K. Leang<\/p><p class=\"tp_pub_title\">Low-cost noncontact infrared sensors for sub-micro-level position measurement and control <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">IEEE\/ASME Trans. on Mechatronics, <\/span><span class=\"tp_pub_additional_volume\">vol. 13, <\/span><span class=\"tp_pub_additional_number\">no. 6, <\/span><span class=\"tp_pub_additional_pages\">pp. 700 \u2013 709, <\/span><span class=\"tp_pub_additional_year\">2008<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_292\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('292','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_292\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{ShanY_2008b,<br \/>\r\ntitle = {Low-cost noncontact infrared sensors for sub-micro-level position measurement and control},<br \/>\r\nauthor = { Y. Shan and J. E. Speich and K. K. Leang},<br \/>\r\nyear  = {2008},<br \/>\r\ndate = {2008-01-01},<br \/>\r\njournal = {IEEE\/ASME Trans. on Mechatronics},<br \/>\r\nvolume = {13},<br \/>\r\nnumber = {6},<br \/>\r\npages = {700 -- 709},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('292','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">12.<\/div><div class=\"tp_pub_image_left\"><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> S. C. Ashley; U. Aridogan; R. O. Riddle; K. K. Leang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('282','tp_links')\" style=\"cursor:pointer;\">Hysteresis inverse iterative learning control of piezoactuators in AFM<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">17th IFAC World Congress, Invited Session on Dynamics and Control of Micro- and Nanoscale Systems, <\/span><span class=\"tp_pub_additional_year\">2008<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_282\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('282','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_282\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('282','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_282\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{AshleySC_2008,<br \/>\r\ntitle = {Hysteresis inverse iterative learning control of piezoactuators in AFM},<br \/>\r\nauthor = { S. C. Ashley and U. Aridogan and R. O. Riddle and K. K. Leang},<br \/>\r\nurl = {http:\/\/www.kam.k.leang.com\/academics\/pubs\/AshleySC_2008.pdf},<br \/>\r\nyear  = {2008},<br \/>\r\ndate = {2008-01-01},<br \/>\r\nbooktitle = {17th IFAC World Congress, Invited Session on Dynamics and Control of Micro- and Nanoscale Systems},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('282','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_282\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/AshleySC_2008.pdf\" title=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/AshleySC_2008.pdf\" target=\"_blank\">http:\/\/www.kam.k.leang.com\/academics\/pubs\/AshleySC_2008.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('282','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">11.<\/div><div class=\"tp_pub_image_left\"><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> K. K. Leang; A. J. Fleming<\/p><p class=\"tp_pub_title\">High-speed serial-kinematic AFM scanner: design and drive considerations <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">American Control Conference, Invited Session on Modeling and Control of SPM, <\/span><span class=\"tp_pub_additional_pages\">pp. 3188 \u2013 3193, <\/span><span class=\"tp_pub_additional_year\">2008<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_255\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('255','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_255\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{LeangKK_2008c,<br \/>\r\ntitle = {High-speed serial-kinematic AFM scanner: design and drive considerations},<br \/>\r\nauthor = { K. K. Leang and A. J. Fleming},<br \/>\r\nyear  = {2008},<br \/>\r\ndate = {2008-01-01},<br \/>\r\nbooktitle = {American Control Conference, Invited Session on Modeling and Control of SPM},<br \/>\r\npages = {3188 -- 3193},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('255','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">10.<\/div><div class=\"tp_pub_image_left\"><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> A. J. Fleming; K. K. Leang<\/p><p class=\"tp_pub_title\">Evaluation of charge drives for scanning probe microscope positioning stages <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">American Control Conference, Invited session on Advanced Mechanism Design, Modeling, and Control of SPMs, <\/span><span class=\"tp_pub_additional_pages\">pp. 2028 \u2013 2033, <\/span><span class=\"tp_pub_additional_year\">2008<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_209\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('209','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_209\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{FlemingAJ_2008,<br \/>\r\ntitle = {Evaluation of charge drives for scanning probe microscope positioning stages},<br \/>\r\nauthor = { A. J. Fleming and K. K. Leang},<br \/>\r\nyear  = {2008},<br \/>\r\ndate = {2008-01-01},<br \/>\r\nbooktitle = {American Control Conference, Invited session on Advanced Mechanism Design, Modeling, and Control of SPMs},<br \/>\r\npages = {2028 -- 2033},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('209','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">9.<\/div><div class=\"tp_pub_image_left\"><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> U. Aridogan; Y. Shan; K. K. Leang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('285','tp_links')\" style=\"cursor:pointer;\">Discrete-time phase compensated repetitive control for piezoactuators in scanning probe microscopes<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">ASME Dynamic Systems and Control Conference, Invited Session on Dynamics Modeling and Control of Smart Actuators, <\/span><span class=\"tp_pub_additional_pages\">pp. 1325 \u2013 1332, <\/span><span class=\"tp_pub_additional_year\">2008<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_285\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('285','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_285\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('285','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_285\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{AridoganU_2008,<br \/>\r\ntitle = {Discrete-time phase compensated repetitive control for piezoactuators in scanning probe microscopes},<br \/>\r\nauthor = { U. Aridogan and Y. Shan and K. K. Leang},<br \/>\r\nurl = {http:\/\/www.kam.k.leang.com\/academics\/pubs\/AridoganU_2008.pdf},<br \/>\r\nyear  = {2008},<br \/>\r\ndate = {2008-01-01},<br \/>\r\nbooktitle = {ASME Dynamic Systems and Control Conference, Invited Session on Dynamics Modeling and Control of Smart Actuators},<br \/>\r\nvolume = {DSCC2008-2283},<br \/>\r\npages = {1325 -- 1332},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('285','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_285\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/AridoganU_2008.pdf\" title=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/AridoganU_2008.pdf\" target=\"_blank\">http:\/\/www.kam.k.leang.com\/academics\/pubs\/AridoganU_2008.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('285','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">8.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Charge drives for scanning probe microscope positioning stages\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2016\/06\/charge.jpg\" width=\"100\" alt=\"Charge drives for scanning probe microscope positioning stages\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> A. J. Fleming; K. K. Leang<\/p><p class=\"tp_pub_title\">Charge drives for scanning probe microscope positioning stages <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">Ultramicroscopy, <\/span><span class=\"tp_pub_additional_volume\">vol. 108, <\/span><span class=\"tp_pub_additional_pages\">pp. 1551\u20131557, <\/span><span class=\"tp_pub_additional_year\">2008<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_208\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('208','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_208\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{FlemingAJ_2008b,<br \/>\r\ntitle = {Charge drives for scanning probe microscope positioning stages},<br \/>\r\nauthor = { A. J. Fleming and K. K. Leang},<br \/>\r\nyear  = {2008},<br \/>\r\ndate = {2008-01-01},<br \/>\r\njournal = {Ultramicroscopy},<br \/>\r\nvolume = {108},<br \/>\r\npages = {1551--1557},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('208','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2007\">2007<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">7.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Feedback-linearized inverse feedforward for creep, hysteresis, and vibration compensation in AFM piezoactuators\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2016\/06\/ctst2007.jpg\" width=\"100\" alt=\"Feedback-linearized inverse feedforward for creep, hysteresis, and vibration compensation in AFM piezoactuators\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">K. K. Leang; S. Devasia<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('269','tp_links')\" style=\"cursor:pointer;\">Feedback-linearized inverse feedforward for creep, hysteresis, and vibration compensation in AFM piezoactuators<\/a> <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">IEEE Trans. Cont. Syst. Tech., <\/span><span class=\"tp_pub_additional_volume\">vol. 15, <\/span><span class=\"tp_pub_additional_number\">no. 5, <\/span><span class=\"tp_pub_additional_pages\">pp. 927 \u2013 935, <\/span><span class=\"tp_pub_additional_year\">2007<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_abstract_link\"><a id=\"tp_abstract_sh_269\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('269','tp_abstract')\" title=\"Show abstract\" style=\"cursor:pointer;\">Abstract<\/a><\/span> | <span class=\"tp_resource_link\"><a id=\"tp_links_sh_269\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('269','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_269\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('269','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_269\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{LeangKK_2007,<br \/>\r\ntitle = {Feedback-linearized inverse feedforward for creep, hysteresis, and vibration compensation in AFM piezoactuators},<br \/>\r\nauthor = {K. K. Leang and S. Devasia},<br \/>\r\nurl = {http:\/\/www.kam.k.leang.com\/academics\/pubs\/LeangKK_2007.pdf},<br \/>\r\nyear  = {2007},<br \/>\r\ndate = {2007-01-01},<br \/>\r\njournal = {IEEE Trans. Cont. Syst. Tech.},<br \/>\r\nvolume = {15},<br \/>\r\nnumber = {5},<br \/>\r\npages = {927 -- 935},<br \/>\r\nabstract = {In this brief, we study the design of a feedback and feedforward controller to compensate for creep, hysteresis, and vibration effects in an experimental piezoactuator system. First, we linearize the nonlinear dynamics of the piezoactuator by accounting for the hysteresis (as well as creep) using high-gain feedback control. Next, we model the linear vibrational dynamics and then invert the model to find a feedforward input to account vibration -- this process is significantly easier than considering the complete nonlinear dynamics (which combines hysteresis and vibration effects). Afterwards, the feedforward input is augmented to the feedback-linearized system to achieve high-precision high-speed positioning. We apply the method to a piezoscanner used in an experimental atomic force microscope to demonstrate the method\u2019s effectiveness and we show significant reduction of both the maximum and root-mean-square tracking error. For example, high-gain feedback control compensates for hysteresis and creep effects, and in our case, it reduces the maximum error (compared to the uncompensated case) by over 90%. Then, at relatively high scan rates, the performance of the feedback controlled system can be improved by over 75% (i.e., reduction of maximum error) when the inversion-based feedforward input is integrated with the high-gain feedback controlled system.},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('269','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_abstract\" id=\"tp_abstract_269\" style=\"display:none;\"><div class=\"tp_abstract_entry\">In this brief, we study the design of a feedback and feedforward controller to compensate for creep, hysteresis, and vibration effects in an experimental piezoactuator system. First, we linearize the nonlinear dynamics of the piezoactuator by accounting for the hysteresis (as well as creep) using high-gain feedback control. Next, we model the linear vibrational dynamics and then invert the model to find a feedforward input to account vibration -- this process is significantly easier than considering the complete nonlinear dynamics (which combines hysteresis and vibration effects). Afterwards, the feedforward input is augmented to the feedback-linearized system to achieve high-precision high-speed positioning. We apply the method to a piezoscanner used in an experimental atomic force microscope to demonstrate the method\u2019s effectiveness and we show significant reduction of both the maximum and root-mean-square tracking error. For example, high-gain feedback control compensates for hysteresis and creep effects, and in our case, it reduces the maximum error (compared to the uncompensated case) by over 90%. Then, at relatively high scan rates, the performance of the feedback controlled system can be improved by over 75% (i.e., reduction of maximum error) when the inversion-based feedforward input is integrated with the high-gain feedback controlled system.<\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('269','tp_abstract')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_269\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/LeangKK_2007.pdf\" title=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/LeangKK_2007.pdf\" target=\"_blank\">http:\/\/www.kam.k.leang.com\/academics\/pubs\/LeangKK_2007.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('269','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2006\">2006<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">6.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Design of hysteresis-compensating iterative learning control for piezo positioners: application to atomic force microscopes\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2016\/06\/mechatronics2006.jpg\" width=\"100\" alt=\"Design of hysteresis-compensating iterative learning control for piezo positioners: application to atomic force microscopes\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> K. K. Leang; S. Devasia<\/p><p class=\"tp_pub_title\">Design of hysteresis-compensating iterative learning control for piezo positioners: application to atomic force microscopes <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">Mechatronics, <\/span><span class=\"tp_pub_additional_volume\">vol. 16, <\/span><span class=\"tp_pub_additional_number\">no. 3--4, <\/span><span class=\"tp_pub_additional_pages\">pp. 141 \u2013 158, <\/span><span class=\"tp_pub_additional_year\">2006<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_268\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('268','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_268\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{LeangKK_2006,<br \/>\r\ntitle = {Design of hysteresis-compensating iterative learning control for piezo positioners: application to atomic force microscopes},<br \/>\r\nauthor = { K. K. Leang and S. Devasia},<br \/>\r\nyear  = {2006},<br \/>\r\ndate = {2006-01-01},<br \/>\r\njournal = {Mechatronics},<br \/>\r\nvolume = {16},<br \/>\r\nnumber = {3--4},<br \/>\r\npages = {141 -- 158},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('268','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2004\">2004<\/h3><div class=\"tp_publication tp_publication_phdthesis\"><div class=\"tp_pub_number\">5.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Iterative learning control of hysteresis in piezo-based nanopositioners: theory and application in atomic force microscopes\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2014\/03\/Leang_PhD_dissertation.png\" width=\"100\" alt=\"Iterative learning control of hysteresis in piezo-based nanopositioners: theory and application in atomic force microscopes\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\">K. K. Leang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('250','tp_links')\" style=\"cursor:pointer;\">Iterative learning control of hysteresis in piezo-based nanopositioners: theory and application in atomic force microscopes<\/a> <span class=\"tp_pub_type tp_  phdthesis\">PhD Thesis<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_school\">University of Washington, <\/span><span class=\"tp_pub_additional_year\">2004<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_250\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('250','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_250\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('250','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_250\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@phdthesis{LeangKK_2004b,<br \/>\r\ntitle = {Iterative learning control of hysteresis in piezo-based nanopositioners: theory and application in atomic force microscopes},<br \/>\r\nauthor = {K. K. Leang},<br \/>\r\nurl = {http:\/\/www.kam.k.leang.com\/academics\/pubs\/KamKLeangPhDDec2004.pdf},<br \/>\r\nyear  = {2004},<br \/>\r\ndate = {2004-01-01},<br \/>\r\naddress = {Seattle, WA},<br \/>\r\nschool = {University of Washington},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {phdthesis}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('250','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_250\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/KamKLeangPhDDec2004.pdf\" title=\"http:\/\/www.kam.k.leang.com\/academics\/pubs\/KamKLeangPhDDec2004.pdf\" target=\"_blank\">http:\/\/www.kam.k.leang.com\/academics\/pubs\/KamKLeangPhDDec2004.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('250','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">4.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Control issues in high-speed AFM for biological applications: collagen imaging example\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2015\/10\/ajc2004.jpg\" width=\"100\" alt=\"Control issues in high-speed AFM for biological applications: collagen imaging example\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Q. Zou; K. K. Leang; E. Sadoun; M. J. Reed; S. Devasia<\/p><p class=\"tp_pub_title\">Control issues in high-speed AFM for biological applications: collagen imaging example <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">Asian Journal of Control, Special issue on Advances in Nanotechnology Control, <\/span><span class=\"tp_pub_additional_volume\">vol. 6, <\/span><span class=\"tp_pub_additional_number\">no. 2, <\/span><span class=\"tp_pub_additional_pages\">pp. 164-178, <\/span><span class=\"tp_pub_additional_year\">2004<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_279\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('279','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_279\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{ZouQ_2004,<br \/>\r\ntitle = {Control issues in high-speed AFM for biological applications: collagen imaging example},<br \/>\r\nauthor = { Q. Zou and K. K. Leang and E. Sadoun and M. J. Reed and S. Devasia},<br \/>\r\nyear  = {2004},<br \/>\r\ndate = {2004-01-01},<br \/>\r\njournal = {Asian Journal of Control, Special issue on Advances in Nanotechnology Control},<br \/>\r\nvolume = {6},<br \/>\r\nnumber = {2},<br \/>\r\npages = {164-178},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('279','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">3.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Iterative learning control of piezo positioners for long-range SPM-based nanofabrication\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2015\/10\/ifac2004.jpg\" width=\"100\" alt=\"Iterative learning control of piezo positioners for long-range SPM-based nanofabrication\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> K. K. Leang; S. Devasia<\/p><p class=\"tp_pub_title\">Iterative learning control of piezo positioners for long-range SPM-based nanofabrication <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">The 3rd IFAC Symposium on Mechatronic Systems, <\/span><span class=\"tp_pub_additional_year\">2004<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_267\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('267','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_267\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{LeangKK_2004a,<br \/>\r\ntitle = {Iterative learning control of piezo positioners for long-range SPM-based nanofabrication},<br \/>\r\nauthor = { K. K. Leang and S. Devasia},<br \/>\r\nyear  = {2004},<br \/>\r\ndate = {2004-01-01},<br \/>\r\nbooktitle = {The 3rd IFAC Symposium on Mechatronic Systems},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('267','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2003\">2003<\/h3><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">2.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Iterative feedforward compensation of hysteresis in piezo positioners\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2015\/10\/cdc2003.jpg\" width=\"100\" alt=\"Iterative feedforward compensation of hysteresis in piezo positioners\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> K. K. Leang; S. Devasia<\/p><p class=\"tp_pub_title\">Iterative feedforward compensation of hysteresis in piezo positioners <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">IEEE 42nd Conference on Decision and Controls, Invited session on Nanotechnology: Control Needs and Related Perspectives, <\/span><span class=\"tp_pub_additional_pages\">pp. 2626 - 2631, <\/span><span class=\"tp_pub_additional_year\">2003<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_266\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('266','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_266\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{LeangKK_2003,<br \/>\r\ntitle = {Iterative feedforward compensation of hysteresis in piezo positioners},<br \/>\r\nauthor = { K. K. Leang and S. Devasia},<br \/>\r\nyear  = {2003},<br \/>\r\ndate = {2003-01-01},<br \/>\r\nbooktitle = {IEEE 42nd Conference on Decision and Controls, Invited session on Nanotechnology: Control Needs and Related Perspectives},<br \/>\r\npages = {2626 - 2631},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('266','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2002\">2002<\/h3><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_number\">1.<\/div><div class=\"tp_pub_image_left\"><img decoding=\"async\" name=\"Hysteresis, creep, and vibration compensation for piezoactuators: feedback and feedforward control\" src=\"http:\/\/www.kam.k.leang.com\/academics\/wp-content\/uploads\/2015\/10\/ifac2002.jpg\" width=\"100\" alt=\"Hysteresis, creep, and vibration compensation for piezoactuators: feedback and feedforward control\" \/><\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> K. K. Leang; S. Devasia<\/p><p class=\"tp_pub_title\">Hysteresis, creep, and vibration compensation for piezoactuators: feedback and feedforward control <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">The 2nd IFAC Conference on Mechatronic Systems, Invited session on Smart Materials and Structures, <\/span><span class=\"tp_pub_additional_pages\">pp. 283-289, <\/span><span class=\"tp_pub_additional_year\">2002<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_265\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('265','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_265\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{LeangKK_2002,<br \/>\r\ntitle = {Hysteresis, creep, and vibration compensation for piezoactuators: feedback and feedforward control},<br \/>\r\nauthor = { K. K. Leang and S. Devasia},<br \/>\r\nyear  = {2002},<br \/>\r\ndate = {2002-01-01},<br \/>\r\nbooktitle = {The 2nd IFAC Conference on Mechatronic Systems, Invited session on Smart Materials and Structures},<br \/>\r\npages = {283-289},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('265','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Since 2007, we have been developing our own high-performance nanopositioning stages (nanopositioners) for research purposes. We specialize in serial-kinematic designs, and our nanopositioners have ranges up to 60 micrometers and dominant mechanical resonances as high as 150 kHz (unloaded). Photographs of our nanopositioners are shown below, in [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-PageTemplate2.php","meta":{"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"footnotes":""},"class_list":["post-1047","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/www.kam.k.leang.com\/academics\/wp-json\/wp\/v2\/pages\/1047","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.kam.k.leang.com\/academics\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/www.kam.k.leang.com\/academics\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/www.kam.k.leang.com\/academics\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.kam.k.leang.com\/academics\/wp-json\/wp\/v2\/comments?post=1047"}],"version-history":[{"count":10,"href":"http:\/\/www.kam.k.leang.com\/academics\/wp-json\/wp\/v2\/pages\/1047\/revisions"}],"predecessor-version":[{"id":2681,"href":"http:\/\/www.kam.k.leang.com\/academics\/wp-json\/wp\/v2\/pages\/1047\/revisions\/2681"}],"wp:attachment":[{"href":"http:\/\/www.kam.k.leang.com\/academics\/wp-json\/wp\/v2\/media?parent=1047"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}