A fuzzy adaptive variable structure controller with applications to robot manipulators

被引:48
作者
Hsu, YC [1 ]
Chen, GR
Li, HX
机构
[1] Univ Houston, Dept Elect & Comp Engn, Houston, TX 77204 USA
[2] City Univ Hong Kong, Dept Elect Engn, Kowloon, Hong Kong, Peoples R China
[3] City Univ Hong Kong, Dept Mfg Engn & Engn Management, Kowloon, Hong Kong, Peoples R China
来源
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS | 2001年 / 31卷 / 03期
关键词
adaptive control; fuzzy control; robotics; variable structure control;
D O I
10.1109/3477.931517
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A new adaptive fuzzy control algorithm is developed in this paper, which has a regular fuzzy controller and a supervisory control term. This control algorithm does not require the system model, but has stability assurance for the closed-loop controlled system. The design Is simple, in the sense that both the membership functions and the rule base are simple, yet generic. It can be applied to a large class of robotic and other mechanical systems.
引用
收藏
页码:331 / 340
页数:10
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