Continuous Switching Control of an Input-Delayed Antagonistic Muscle Pair During Functional Electrical Stimulation

被引:1
作者
Sun, Ziyue [1 ]
Qiu, Tianyi [2 ,3 ]
Iyer, Ashwin [4 ]
Dicianno, Brad E. [5 ]
Sharma, Nitin [4 ]
机构
[1] DiDi Labs Mt View, Mountain View, CA 94043 USA
[2] Guangzhou Automobile Grp Res, Guangzhou 511434, Guangdong, Peoples R China
[3] Dev Ctr, Guangzhou 511434, Guangdong, Peoples R China
[4] UNC NCSU Joint Dept Biomed Engn, Raleigh, NC 27695 USA
[5] Univ Pittsburgh, Sch Med, Dept Phys Med & Rehabil, Pittsburgh, PA 15213 USA
基金
美国国家科学基金会;
关键词
Muscles; Iron; Switches; Elbow; Control systems; Delays; Recruitment; Antagonistic muscles; delay systems; electromechanical delay (EMD); functional electrical stimulation (FES); Lyapunov-Krasovskii (LK) functionals; Lyapunov stability; PREDICTOR-BASED CONTROL; ELECTROMECHANICAL DELAY; FES; COMPENSATION; COACTIVATION; DYNAMICS; SYSTEM; ARM;
D O I
10.1109/TCST.2022.3178935
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Existing controllers for functional electrical stimulation (FES) of upper limb muscles were initially designed to assist unilateral movements and may not be readily applicable to assist antagonistic muscle movements. Furthermore, it is yet unclear if electromechanical delays (EMDs) are present during the coactivation of muscles. In this article, a robust controller is designed to facilitate the FES of an antagonistic muscle pair during elbow flexion and extension. The controller uses a continuous switching law that maps a joint angle error to control the antagonistic muscle pair. Furthermore, the controller compensates for EMDs in the antagonistic muscle pair. A Lyapunov stability analysis yields uniformly ultimately bounded (UUB) tracking for the human limb joint. The experimental results on four participants without disabilities indicate that the controller is robust and effective in switching between antagonistic muscles. A separate set of experiments also showed that EMDs are indeed present in the coactivated muscle pair. The designed controller compensates for the EMDs and statistically improves root mean square error (RMSE) compared to a traditional linear controller with no EMD compensation. The proposed controller can be generalized to assist FES-elicited tasks that involve a weak antagonistic muscle pair.
引用
收藏
页码:306 / 316
页数:11
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