DocumentCode
1466303
Title
New Results on a Delay-Derivative-Dependent Fuzzy H
Filter Design for T–S Fuzzy Systems
Author
An, Jiyao ; Wen, Guilin ; Lin, Chong ; Li, Renfa
Author_Institution
State Key Lab. of Adv. Design & Manuf. for Vehicle Body, Hunan Univ., Changsha, China
Volume
19
Issue
4
fYear
2011
Firstpage
770
Lastpage
779
Abstract
This paper focuses on the fuzzy-H∞-filter-design problem for Takagi-Sugeno (T-S) fuzzy systems with interval time-varying delays. Two cases of the time-varying delays are considered: 1) The delays are differentiable and have both the lower and upper bounds of the delay derivatives, and 2) the delays are bounded but not necessary to be differentiable. Since we employ a new fuzzy Lyapunov-Krasovskii functional (LKF) and estimate a tighter upper bound of its derivative, the proposed delay-derivative-dependent bound-real-lemma (BRL) condition has advantages over some previous results in that it enlarges the application scope but has less conservatism, which is established theoretically. The BRL condition that depends on both the upper and lower bounds of the delay derivatives is derived. Then, based on the aforesaid BRL, a new fuzzy H∞ filter scheme is proposed, and a sufficient condition for the existence of such a filter is established in terms of linear-matrix inequalities (LMIs). Finally, some numerical examples and an application to the truck-trailer system are utilized to demonstrate the effectiveness and reduced conservatism of our results.
Keywords
H∞ control; delays; fuzzy systems; linear matrix inequalities; time-varying systems; T-S fuzzy systems; Takagi-Sugeno fuzzy systems; delay derivatives; delay-derivative-dependent bound-real-lemma condition; delay-derivative-dependent fuzzy H infinity filter design; fuzzy Lyapunov-Krasovskii functional; interval time-varying delays; linear matrix inequalities; reduced conservatism; truck-trailer system; Delay; Educational institutions; Filtering theory; Fuzzy systems; Linear matrix inequalities; Time varying systems; Fuzzy $H^{infty}$ filter; Lyapunov–Krasovskii functional (LKF); Takagi–Sugeno T–S fuzzy system; interval time-varying delays; linear-matrix inequality (LMI);
fLanguage
English
Journal_Title
Fuzzy Systems, IEEE Transactions on
Publisher
ieee
ISSN
1063-6706
Type
jour
DOI
10.1109/TFUZZ.2011.2123900
Filename
5725179
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