An adaptive fuzzy sliding mode control for angle tracking of human musculoskeletal arm model

被引:11
|
作者
Chen Xiuxiang [1 ]
Wang Ting [1 ]
Zhao Yongkun [1 ]
Qin Wen [1 ]
Zhang Xinghua [1 ]
机构
[1] Nanjing Tech Univ, Coll Elect Engn & Control Sci, 30 Puzhu Sourth Rd, Nanjing, Jiangsu, Peoples R China
关键词
Human musculoskeletal model; Gravity compensation; Sliding mode control; Angle tracking; MOTION;
D O I
10.1016/j.compeleceng.2018.09.013
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The paper studies the angle tracking control of the elbow joint and the end-point of the human musculoskeletal arm model. It uses a Hill-type planar model with six muscles and two links. During the motion, the gravity compensation is emphasized since it has significant influence on actual anthropomorphic arm system. An adaptive fuzzy sliding mode control method is proposed and applied to make the elbow joint and the end point of the human musculoskeletal arm model track certain angles. Through the adaptive fuzzy system, it may realize the adaptive approximation of switching scales of sliding mode controller so as to avoid chattering. Numerical simulations are performed in order to verify the proposed control method. Results show that accurate angle tracking control may well be accomplished by proposed sliding mode controller. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:214 / 223
页数:10
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