Title :
Robust stability and stabilization for uncertain discrete-time fuzzy systems with time-varying delay
Author_Institution :
Dept. of Electr. Eng. & Electron., Aoyama Gakuin Univ., Sagamihara, Japan
Abstract :
This paper discusses robust stability and stabilization of uncertain discrete-time fuzzy systems that have time-varying delay in state. There have been only a few results on stability and stabilization for discrete-time fuzzy time-delay systems. Especially, few results on robust stability and stabilization for a class of uncertain discrete-time fuzzy time-delay systems have appeared in the literature. Therefore, the study of robust stability and stabilization for uncertain discrete-time fuzzy time-delay systems is a very important problem. We first obtain a stability condition for nominal discrete-time fuzzy systems with time varying delay viavinequalities (LMIs). To this end, we define a new Lyapunov-Krasovskii function and use Leibniz-Newton formula and free weighting matrix method, which reduce the conservativeness and unnecessary LMI slack variables in our robust stability conditions. Then we extend to a robust stability condition for uncertain discrete-time fuzzy time-delay systems. Furthermore, we obtain a robustly stabilizing state feedback controller design method for uncertain fuzzy time-delay systems. Finally, we give some numerical examples to show the effectiveness of our conditions and to illustrate our design method.
Keywords :
Lyapunov matrix equations; control system synthesis; delays; discrete time systems; fuzzy control; fuzzy systems; linear matrix inequalities; robust control; state feedback; time-varying systems; uncertain systems; Leibniz-Newton formula; Lyapunov-Krasovskii function; linear matrix inequality; matrix method; robust stability; stability condition; state feedback control; time-varying delay; uncertain discrete-time fuzzy system; Control systems; Delay effects; Delay systems; Design methodology; Fuzzy control; Fuzzy systems; Robust control; Robust stability; State feedback; Time varying systems;
Conference_Titel :
Asian Control Conference, 2009. ASCC 2009. 7th
Conference_Location :
Hong Kong
Print_ISBN :
978-89-956056-2-2
Electronic_ISBN :
978-89-956056-9-1