Cartesian Trajectory Tracking of a 7-DOF Exoskeleton Robot Based on Human Inverse Kinematics

被引:57
|
作者
Brahmi, Brahim [1 ]
Saad, Maarouf [1 ]
Rahman, Mohammad H. [2 ]
Ochoa-Luna, Cristobal [3 ,4 ]
机构
[1] Ecole Technol Super, Elect Engn Dept, Montreal, PQ H3C 1K3, Canada
[2] Univ Wisconsin, Mech Engn Dept, Milwaukee, WI 53211 USA
[3] McGill Univ, Sch Phys & Occupat Therapy, Montreal, PQ H3G 1Y5, Canada
[4] Ctr Interdisciplinary Res Rehabil Greater Montrea, Montreal, PQ, Canada
关键词
Backstepping controller; exoskeleton robots; inverse kinematics; Lyapunov function; robotic rehabilitation; DUAL NEURAL-NETWORK; SLIDING MODE; MANIPULATORS; REHABILITATION; ARM;
D O I
10.1109/TSMC.2017.2695003
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Exoskeleton robots have become an important tool to provide rehabilitation therapy to stroke victims because of their ability to allow rehabilitation exercises, ranging from passive to active-assisted movement, for extended time periods. To generate the desired rehabilitation trajectories and ensure an optimal Cartesian solution, we propose a new solution to the inverse kinematics problem, which is compatible with human upper limb movement and is valid for human arm configuration. In addition, in order to provide passive rehabilitation therapy to the upper extremity of disabled individuals, we implement a robust nonlinear control based on the backstepping technique on the 7-degrees-of-freedom ETS-MARSE robot. The controller was designed to reject the user's force caused by the subject's muscular activity. Experimental results validate the stability, robustness, and exactness of the proposed method with the designed tests performed by healthy subjects.
引用
收藏
页码:600 / 611
页数:12
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