FUZZY ADAPTIVE SLIDING MODE CONTROL OF LOWER LIMB EXOSKELETON REHABILITATION ROBOT

被引:0
|
作者
Zhang, Pengfei [1 ]
Gao, Xueshan [1 ]
机构
[1] Beijing Inst Technol, Sch Mechatron Engn, Beijing, Peoples R China
基金
国家重点研发计划;
关键词
lower limb exoskeleton; fuzzy adaptive sliding mode control; gait tracking; MANIPULATORS;
D O I
暂无
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
To overcome the difficulty of modeling the lower limb exoskeleton robot with electric cylinders, as well as the problem of instability facing strong disturbances in the application, this study proposes a fuzzy adaptive sliding mode controller based on an exponential approach rate, which enables the lower limb exoskeleton to accurately follow the gait curve in practical applications. Furthermore, the exponential approach rate permits the system to rapidly achieve a sliding mode motion. Moreover, the fuzzy control allows the adaptive control law to be adjusted purposefully. When the error increases, the output function of the fuzzy adaptive controller increases adaptively, offsetting the unstable factors in the control process and avoiding the chattering phenomenon in the sliding mode control. Afterwards, this study adopts the Lyapunov theory to ensure the stability of the control law. In conclusion, a Simulink simulation is designed, a single joint experiment and a single leg experiment are conducted, and the results validate the fact that the fuzzy adaptive sliding mode controller follows the gait curve rapidly and accurately. Furthermore, its control effect is preferable than the traditional fuzzy PID controller, realizing the effective tracking of the human gait curve by the exoskeleton of the lower limbs.
引用
收藏
页码:383 / 391
页数:9
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