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
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;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2013.2256913