Novel robust control of a 7-DOF exoskeleton robot

被引:39
|
作者
Rahmani, Mehran [1 ]
Rahman, Mohammad Habibur [1 ]
机构
[1] Univ Wisconsin, Dept Mech Engn, Milwaukee, WI 53201 USA
来源
PLOS ONE | 2018年 / 13卷 / 09期
关键词
UPPER-LIMB EXOSKELETON; SLIDING MODE CONTROL; ADAPTIVE-CONTROL; UPPER EXTREMITY; NEURAL-NETWORK; ARM;
D O I
10.1371/journal.pone.0203440
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper proposes a novel robust control method for the control of a 7-DOF exoskeleton robot. The external disturbances and unknown dynamics in the form of friction forces, different upper-limb's mass, backlash, and input saturation make robot unstable, which prevents the robot from correctly following the defined path. A new fractional sliding mode controller (NFSMC) is designed, which is robust against unknown dynamic and external disturbances. Fractional PID controller (FPID) has high trajectory tracking, but it is not robust against external disturbances. Therefore, by combining NFSMC and FPID controllers, a new compound fractional PID sliding mode controller (NCFPIDSMC) is proposed, which benefits high trajectory tracking of FPID and robustness of NFSMC. The stability of the proposed control method is verified by Lyapunov theory. A random noise is applied in order to confirm the robustness of the proposed control method.
引用
收藏
页数:18
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