Title :
Adaptive model tracking control based on fuzzy sliding mode
Author :
Chen, Zhi-mei ; Zhang, Jing-gang ; Zhao, Zhi-cheng ; Zeng, Jian-chao
Author_Institution :
Dept. of Autom., Taiyuan Heavy Machinery Inst., China
Abstract :
Based on the combination of adaptive control, sliding mode variable structure control and fuzzy control, this paper presents a new method of adaptive model tracking fuzzy sliding mode control for a class of nonlinear systems. According to the Lyapunov theory, the algorithm is proved to be globally stable, with tracking errors converging at a neighborhood of zero. The simulation results show that the method is effective.
Keywords :
Lyapunov methods; adaptive control; fuzzy control; nonlinear control systems; variable structure systems; Lyapunov theory; adaptive control; fuzzy control; nonlinear systems; sliding mode variable structure control; tracking control; Adaptive control; Adaptive systems; Control systems; Fuzzy control; Fuzzy systems; Nonlinear control systems; Nonlinear systems; Programmable control; Sliding mode control; Switches;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1382350