DocumentCode :
1038318
Title :
Delay-dependent stability analysis and stabilization for discrete-time fuzzy systems with state delay: a fuzzy Lyapunov-krasovskii functional approach
Author :
Wu, Huai-Ning
Author_Institution :
Sch. of Autom. Sci. & Electr. Eng., Beihang Univ., Beijing
Volume :
36
Issue :
4
fYear :
2006
Firstpage :
954
Lastpage :
962
Abstract :
This correspondence studies stability analysis and stabilization for discrete-time Takagi and Sugeno fuzzy systems with state delay. First, a new fuzzy Lyapunov-Krasovskii functional (LKF) is constructed to derive a delay-dependent stability condition for open-loop fuzzy systems. Then, a delay-dependent stabilization approach based on a nonparallel distributed compensation scheme is provided for closed-loop fuzzy systems. Both state feedback and observer-based control cases are considered. The proposed stability and stabilization conditions are represented in terms of linear matrix inequalities (LMIs), which can be solved efficiently by using existing LMI optimization techniques. Finally, two numerical examples are given to illustrate the effectiveness of the proposed method
Keywords :
Lyapunov methods; closed loop systems; delays; discrete time systems; fuzzy control; fuzzy systems; linear matrix inequalities; observers; open loop systems; stability; state feedback; Takagi-Sugeno fuzzy system; closed-loop fuzzy systems; delay-dependent stability analysis; discrete-time fuzzy system; fuzzy Lyapunov-Krasovskii functional; linear matrix inequalities; observer-based control; open-loop fuzzy systems; state delay; state feedback; Delay effects; Delay systems; Fuzzy control; Fuzzy systems; Linear matrix inequalities; Lyapunov method; Nonlinear control systems; Nonlinear systems; Power system modeling; Stability analysis; Delay-dependent stability; fuzzy control; linear matrix inequality (LMI); nonlinear time-delay systems; stabilization;
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.2005.862485
Filename :
1658307
Link To Document :
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