Adaptive Controller and Observer for a Magnetic Microrobot

被引:84
作者
Arcese, Laurent [1 ]
Fruchard, Matthieu [2 ]
Ferreira, Antoine [3 ]
机构
[1] Univ Reims, CReSTIC EA 3804, F-51687 Reims 2, France
[2] Univ Orleans, Lab PRISME, F-18020 Bourges 2, France
[3] Ecole Natl Super Ingenieurs Bourges, Lab PRISME, F-18000 Bourges, France
关键词
Adaptive backstepping; high-gain observer; magnetic microrobot; noise and parametric uncertainties; nonlinear modeling; FERROMAGNETIC CORE; MANIPULATION; PROPULSION; VELOCITY; SYSTEMS;
D O I
10.1109/TRO.2013.2257581
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
This paper discusses the control design of a magnetically guided microrobotic system in blood vessels to perform minimally invasive medical procedures. Such microrobots consist of a polymer-bonded aggregate of nanosized ferromagnetic particles and a possible payload that can be propelled by the gradient coils of a magnetic device. A fine modeling is developed and used to define an optimal trajectory which minimizes the control efforts. We then synthesize an adaptive backstepping law that ensures a Lyapunov stable and fine tracking, despite modeling errors, and estimates some key uncertain parameters. As the controller synthesis uses the microrobot unmeasured velocity, the design of a high-gain observer is also addressed. Simulations and experiment illustrate the robustness to both noise measurement and some uncertain physiological parameters for a 250-mu m radius microrobot that navigates in a fluidic environment.
引用
收藏
页码:1060 / 1067
页数:8
相关论文
共 38 条
[1]   Modeling magnetic torque and force for controlled manipulation of soft-magnetic bodies [J].
Abbott, Jake J. ;
Ergeneman, Olgac ;
Kummer, Michael P. ;
Hirt, Ann M. ;
Nelson, Bradley J. .
IEEE TRANSACTIONS ON ROBOTICS, 2007, 23 (06) :1247-1252
[2]   How Should Microrobots Swim? [J].
Abbott, Jake J. ;
Peyer, Kathrin E. ;
Lagomarsino, Marco Cosentino ;
Zhang, Li ;
Dong, Lixin ;
Kaliakatsos, Ioannis K. ;
Nelson, Bradley J. .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2009, 28 (11-12) :1434-1447
[3]  
Arcese Laurent, 2011, IEEE International Conference on Robotics and Automation, P4121
[4]   Endovascular Magnetically Guided Robots: Navigation Modeling and Optimization [J].
Arcese, Laurent ;
Fruchard, Matthieu ;
Ferreira, Antoine .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2012, 59 (04) :977-987
[5]   Controllability of magnetic manipulation of a few microparticles in fluids [J].
Bhat, S. ;
Guez, J. ;
Kurzweg, T. P. ;
Guez, A. ;
Friedman, G. .
IEEE TRANSACTIONS ON MAGNETICS, 2007, 43 (06) :2427-2429
[6]  
Choi H., 2009, SMART MATER STRUCT, V18, P1
[7]   Low-velocity impact analysis of composite laminates using linearized contact law [J].
Choi, IH ;
Lim, CH .
COMPOSITE STRUCTURES, 2004, 66 (1-4) :125-132
[8]   Position Stabilization of Microrobot using Pressure Signal in Pulsating Flow of Blood Vessel [J].
Choi, Jongho ;
Jeong, Semi ;
Cha, Kyoungrae ;
Qin, Lulu ;
Li, Jie ;
Park, Jongoh ;
Park, Sukho ;
Kim, Byungkyu .
2010 IEEE SENSORS, 2010, :723-726
[9]  
Creighton F., 1996, CONTROL MAGNETOMOTIV
[10]   Microscopic artificial swimmers [J].
Dreyfus, R ;
Baudry, J ;
Roper, ML ;
Fermigier, M ;
Stone, HA ;
Bibette, J .
NATURE, 2005, 437 (7060) :862-865