DocumentCode
943580
Title
An improved stability criterion for T-S fuzzy discrete systems via vertex expression
Author
Chung-Hsun Sun ; Wen-June Wang
Author_Institution
Dept. of Electr. Eng., Nat. Central Univ., Jhongli City, Taiwan
Volume
36
Issue
3
fYear
2005
fDate
6/1/2005 12:00:00 AM
Firstpage
672
Lastpage
678
Abstract
The stability criteria for Takagi-Sugeno (T-S) fuzzy discrete systems based on a weighting-dependent Lyapunov function have been studied in numerous literature. Most of those results need to find r (number of rules) positive matrices Pis to satisfy r2 Lyapunov inequalities. This paper combines the ideas of group-fired rules, estimation of the maximum distance between two successive states of the system, and the vertex expression of any point in a region together, so that the relaxed stability that satisfies fewer Lyapunov inequalities is derived. Finally, an example is illustrated to reveal the merit of the proposed stability criterion.
Keywords
Lyapunov methods; discrete systems; fuzzy systems; stability criteria; T-S fuzzy discrete system; group-fired rules; relaxed stability; stability criterion; vertex expression; weighting-dependent Lyapunov function; Electrical equipment industry; Fuzzy control; Fuzzy systems; Industrial control; Linear matrix inequalities; Lyapunov method; Stability criteria; State estimation; Sun; Symmetric matrices; Takagi–Sugeno (T–S) model; vertex expression; weighting-dependent Lyapunov function; Algorithms; Artificial Intelligence; Computer Simulation; Decision Support Techniques; Feedback; Fuzzy Logic; Models, Statistical; Signal Processing, Computer-Assisted;
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.2005.860135
Filename
1634658
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