Title :
Fuzzy sliding mode control for robotic manipulators based on systematic state
Author :
Wang, Hongrui ; Chen, Wei-dong ; Wang, Hai-tao ; Xiao, Jin-zhuang
Author_Institution :
Dept. of Electron. Eng., Yanshan Univ., Qinhuangdao, China
Abstract :
In this paper, a novel fuzzy sliding mode controller for robotic manipulators is proposed. The use of a boundary layer in sliding-mode control has been a common technique to reduce chattering of the control input. However, different choices of the boundary layer width lead to conflicting effects: a large/small width of the boundary later can more/less effectively alleviate the chattering of the control, but lead to less/more accurate control results. This note applies fuzzy logic to adjusting the width of the boundary layer based on the state. The method can effectively eliminate the chattering and ensure almost perfect control accuracy at the same time.
Keywords :
control nonlinearities; control system synthesis; fuzzy logic; manipulators; variable structure systems; boundary layer; chattering; fuzzy logic; fuzzy sliding mode control; robotic manipulators; systematic state; Communication system control; Control systems; Convergence; Fuzzy control; Fuzzy logic; Fuzzy systems; Manipulators; Motion control; Robot control; Sliding mode control;
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
DOI :
10.1109/ICMLC.2003.1259585