Title :
Dissipativity analysis for discrete-time T-S fuzzy systems with time-varying delay and stochastic perturbation
Author :
Xiaozhan Yang ; Zhong Zheng ; Yuxin Zhao ; Ligang Wu
Author_Institution :
Space Control & Inertial Technol. Res. Center, Harbin Inst. of Technol., Harbin, China
Abstract :
This paper addresses the problems of dissipativity analysis for discrete-time Takagi-Sugeno (T-S) fuzzy systems with time-varying state delay and stochastic perturbation. Firstly, the uncertainty of state delay is pulled out of the original system by a novel model transformation process. Consequently the transformed model, which consists of a linear timeinvariant system and a norm-bounded uncertain subsystem, is obtained to simplify the dissipativity analysis. By using this model transformation method combined with the Lyapunov-Krasovskii technique, sufficient conditions of the dissipativity are established. Finally, two examples are presented: one shows the effectiveness of model transformation method, and the other presents comparisons with alternative approaches.
Keywords :
Lyapunov methods; delays; discrete time systems; fuzzy systems; perturbation techniques; stochastic processes; time-varying systems; uncertain systems; Lyapunov-Krasovskii technique; discrete-time T-S fuzzy systems; discrete-time Takagi-Sugeno fuzzy systems; dissipativity analysis; linear time-invariant system; model transformation method; model transformation process; norm-bounded uncertain subsystem; state delay uncertainty; stochastic perturbation; sufficient conditions; time-varying state delay; Approximation error; Delays; Fuzzy systems; Stability analysis; Stochastic processes; Time-varying systems;
Conference_Titel :
Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-2073-0
DOI :
10.1109/FUZZ-IEEE.2014.6891533