DocumentCode :
2521117
Title :
Delay-dependent control synthesis of stochastic Takagi-Sugeno fuzzy systems with input time-delays
Author :
Chen, Yongsheng ; Xie, Xiaopeng
Author_Institution :
Coll. of Math., Jilin Normal Univ., Siping, China
fYear :
2011
fDate :
23-25 May 2011
Firstpage :
3508
Lastpage :
3513
Abstract :
This paper is concerned with the problem of control synthesis of stochastic T-S fuzzy systems with state and input delays. The main purpose is to design a state-feedback fuzzy controller such that the resulting closed-loop system is asymptotically stable in the mean square, which is delay-dependent for state delay and delay-independent for input delay. Those terms containing the delayed fuzzy membership function which are caused by the presence of the input delay are compensated in favor of applying relaxed quadratic stabilization conditions. Furthermore, all the stabilization conditions are presented in terms of linear matrix inequalities. Finally, a numerical example is given to illustrate the effectiveness and feasibility of the approaches proposed in this paper.
Keywords :
asymptotic stability; control system synthesis; delays; fuzzy control; linear matrix inequalities; state feedback; stochastic systems; asymptotic stability; closed-loop system; delay-dependent control synthesis; delayed fuzzy membership function; input time-delays; linear matrix inequalities; relaxed quadratic stabilization conditions; state-feedback fuzzy controller; stochastic Takagi-Sugeno fuzzy systems; Delay; Fuzzy control; Stochastic processes; Stochastic systems; Trajectory; Fuzzy systems; Input delays; Linear matrix inequalities(LMIs); Stochastic systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Decision Conference (CCDC), 2011 Chinese
Conference_Location :
Mianyang
Print_ISBN :
978-1-4244-8737-0
Type :
conf
DOI :
10.1109/CCDC.2011.5968725
Filename :
5968725
Link To Document :
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