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
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