DocumentCode
8069
Title
Dissipativity Analysis and Synthesis for Discrete-Time T–S Fuzzy Stochastic SystemsWith Time-Varying Delay
Author
Ligang Wu ; Xiaozhan Yang ; Hak-Keung Lam
Author_Institution
Space Control & Inertial Technol. Res. Center, Harbin Inst. of Technol., Harbin, China
Volume
22
Issue
2
fYear
2014
fDate
Apr-14
Firstpage
380
Lastpage
394
Abstract
This paper is concerned with the problems of dissipativity analysis and synthesis for discrete-time Takagi-Sugeno fuzzy systems with stochastic perturbation and time-varying delay. First, a novel model transformation method is introduced to pull the time-varying delay uncertainty out of the original system. Consequently, the transformed model is composed of a linear time-invariant system and a norm-bounded uncertain subsystem. By using this model transformation method combined with the Lyapunov-Krasovskii technique, sufficient conditions of the dissipativity are established. Then, a fuzzy controller is designed to guarantee the dissipative performance of the closed-loop system. Finally, three examples are presented: one shows the effectiveness of model transformation method, the second performs the comparison with alternative approaches, and the third illustrates the applicability of the proposed dissipative control methods.
Keywords
Lyapunov methods; delays; discrete time systems; fuzzy control; fuzzy set theory; time-varying systems; Lyapunov-Krasovskii technique; discrete-time T-S fuzzy stochastic systems; discrete-time Takagi-Sugeno fuzzy systems; dissipativity analysis; dissipativity synthesis; fuzzy controller; linear time-invariant system; stochastic perturbation; time-varying delay; transformation method; Dissipativity; Takagi–Sugeno (T–S) fuzzy systems; model transformation; stochastic perturbation; time-varying delay;
fLanguage
English
Journal_Title
Fuzzy Systems, IEEE Transactions on
Publisher
ieee
ISSN
1063-6706
Type
jour
DOI
10.1109/TFUZZ.2013.2256913
Filename
6494279
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