Controller synthesis of fuzzy dynamic systems based on piecewise Lyapunov functions

被引:173
作者
Feng, G [1 ]
机构
[1] City Univ Hong Kong, Dept Mfg Engn & Engn Management, Kowloon, Hong Kong, Peoples R China
关键词
controller synthesis; fuzzy systems; H-infinity control; linear matrix inequality (LMI);
D O I
10.1109/TFUZZ.2003.817837
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a kind of controller synthesis method for fuzzy dynamic systems based on a piecewise smooth Lyapunov function. The basic idea of the proposed approach is to construct controllers for the fuzzy dynamic systems in such a way that a piecewise continuous Lyapunov function can be used to establish the global stability with H-infinity performance of the resulting closed loop fuzzy control systems. It is shown that the control laws can be obtained by solving a set of linear matrix inequalities that is numerically feasible with commercially available software. An example is given to illustrate the application of the proposed methods.
引用
收藏
页码:605 / 612
页数:8
相关论文
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