Title :
Robust stability of uncertain stochastic fuzzy systems with time-varying delays
Author :
Hua, Mingang ; Fei, Juntao
Author_Institution :
Jiangsu Key Lab. of Power Transm. & Distrib. Equip. Technol., Hohai Univ., Changzhou, China
Abstract :
Based on Takagi-Sugeno (T-S) fuzzy models, the problem of robust stability for a class of uncertain stochastic fuzzy systems with time-varying delays is studied. First, a class of uncertainty T-S dynamical fuzzy systems is given. By constructing Lyapunov-Krasovskii functional, novel delay-dependent stability sufficient conditions are derived based on linear matrix inequality(LMI). The results are less conservative than existing ones. Numerical examples are presented to show that the advantage and validity of the proposed approach.
Keywords :
Lyapunov methods; delays; fuzzy systems; linear matrix inequalities; stability; stochastic systems; Lyapunov Krasovskii functional; Takagi Sugeno fuzzy models; linear matrix inequality; robust stability; time varying delays; uncertain stochastic fuzzy systems; Delay; Fuzzy systems; Numerical stability; Stability criteria; Stochastic processes; Time varying systems; LMI; T-S fuzzy models; robust stability; stochastic fuzzy system; time-varying delays;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
DOI :
10.1109/WCICA.2010.5555037