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
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