DocumentCode :
871789
Title :
H controller design of fuzzy dynamic systems based on piecewise Lyapunov functions
Author :
Feng, Gang
Author_Institution :
Dept. of Manuf. Eng. & Eng. Manage., City Univ. of Hong Kong, Kowloon, China
Volume :
34
Issue :
1
fYear :
2004
Firstpage :
283
Lastpage :
292
Abstract :
This paper presents a controller design 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 performance of the resulting closed loop fuzzy control systems. It is shown that the control law can be obtained by solving a set of linear matrix inequalities (LMI) that is numerically feasible with commercially available software. An example is given to illustrate the application of the proposed method.
Keywords :
H control; Lyapunov methods; closed loop systems; fuzzy control; fuzzy systems; linear matrix inequalities; piecewise linear techniques; stability; LMI; closed loop fuzzy control system; commercial software; control law; controller design method; fuzzy dynamic system; global stability; linear matrix inequality; piecewise smooth Lyapunov function; Control systems; Design methodology; Fuzzy control; Fuzzy logic; Fuzzy systems; Humans; Linear matrix inequalities; Lyapunov method; Nonlinear control systems; Stability;
fLanguage :
English
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
Publisher :
ieee
ISSN :
1083-4419
Type :
jour
DOI :
10.1109/TSMCB.2003.811500
Filename :
1262502
Link To Document :
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