DocumentCode :
752029
Title :
Fuzzy guaranteed cost control for nonlinear systems with time-varying delay
Author :
Chen, Bing ; Liu, Xiaoping
Author_Institution :
Dept. of Math., Bohai Univ., Jinzhou, China
Volume :
13
Issue :
2
fYear :
2005
fDate :
4/1/2005 12:00:00 AM
Firstpage :
238
Lastpage :
249
Abstract :
This paper focuses on the problem of guaranteed cost control for Takagi-Sugeno (T-S) fuzzy systems with time-varying delayed state. A linear quadratic cost function is considered as a performance index of the closed-loop fuzzy system. Then, the guaranteed cost control of the closed-loop fuzzy system is discussed, and the sufficient conditions are provided for the construction of a guaranteed cost controller via state feedback and observer-based output feedback. When these conditions, which are given in terms of the feasibility of linear matrix inequalities (LMIs), are satisfied, the designed state feedback controller and observer-based controller gain matrices can be obtained via a convex optimization problem. Two illustrative examples are provided to demonstrate the effectiveness of the approaches proposed in this paper.
Keywords :
closed loop systems; cost optimal control; delays; fuzzy control; fuzzy systems; linear matrix inequalities; linear quadratic control; nonlinear control systems; observers; performance index; state feedback; time-varying systems; Takagi-Sugeno fuzzy system; closed-loop fuzzy system; controller gain matrices; fuzzy guaranteed cost control; linear matrix inequalities; linear quadratic cost function; nonlinear system; observer-based output feedback; performance index; state feedback; time-varying delayed state; Control systems; Costs; Delay systems; Fuzzy control; Fuzzy systems; Linear matrix inequalities; Nonlinear control systems; Nonlinear systems; State feedback; Time varying systems; Fuzzy dynamic systems with time delay; guaranteed cost control; linear matrix inequality (LMI); observer;
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/TFUZZ.2004.840131
Filename :
1411826
Link To Document :
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