Title :
Sliding Mode based Fuzzy Control of Stochastic Systems with Time Delay
Author :
Huang, He ; Ho, Daniel W C ; Niu, Yugang
Author_Institution :
Dept. of Comput. Sci. & Eng., Southeast Univ., Nanjing
Abstract :
This paper focuses on the design of a fuzzy sliding mode controller for stochastic time-delay systems with unknown nonlinearities. The Takagi-Sugeno (T-S) fuzzy model is generalized to describe the stochastic delay system. A sufficient condition is derived such that the sliding mode dynamics is mean-square exponentially stable in the specified switching surface. Then, a sliding mode based control law is synthesized to guarantee the reachability of the specified sliding surface. The stability criterion is formulated by linear matrix inequalities and dependent on the size of time delay. Therefore, the result developed is less conservative than some existing results
Keywords :
asymptotic stability; control nonlinearities; control system synthesis; delay systems; delays; fuzzy control; linear matrix inequalities; reachability analysis; stochastic systems; variable structure systems; Takagi-Sugeno fuzzy model; control nonlinearities; control synthesis; delay systems; linear matrix inequalities; mean-square exponential stability; sliding mode based fuzzy control; sliding mode dynamics; sliding surface reachability; stochastic systems; switching surface; time delay; Control nonlinearities; Control systems; Delay effects; Delay systems; Fuzzy control; Fuzzy systems; Nonlinear control systems; Sliding mode control; Stochastic systems; Takagi-Sugeno model; Fuzzy control; delay systems; sliding mode control; stochastic systems;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1712320