Title :
Reliable
Control for Discrete-Time Fuzzy Systems With Infinite-Distributed Delay
Author :
Wu, Zheng-Guang ; Shi, Peng ; Su, Hongye ; Chu, Jian
Author_Institution :
Nat. Lab. of Ind. Control Technol., Zhejiang Univ., Hangzhou, China
Abstract :
In this paper, the problem of reliable H∞ control is investigated for discrete-time Takagi-Sugeno (T-S) fuzzy systems with infinite-distributed delay and actuator faults. A discrete-time homogeneous Markov chain is used to represent the stochastic behavior of actuator faults. In terms of a stochastic fuzzy Lyapunov functional, a sufficient condition is proposed to ensure that the resultant closed-loop system is exponentially stable in the mean-square sense with an H∞ performance index. Based on the derived condition, the reliable H∞ control problem is solved, and an explicit expression of the desired controller is also given. The case of no failure in the actuator is also considered. A numerical example is given to demonstrate that our results are effective and less conservative.
Keywords :
H∞ control; Lyapunov methods; Markov processes; asymptotic stability; closed loop systems; control system synthesis; delays; discrete time systems; fuzzy control; linear matrix inequalities; state feedback; H∞ control; H∞ performance index; Takagi-Sugeno fuzzy systems; actuator fault; closed-loop system; discrete-time fuzzy systems; discrete-time homogeneous Markov chain; explicit expression; exponential stability; infinite-distributed delay; stochastic fuzzy Lyapunov functional; sufficient condition; Actuators; Delay; Fuzzy systems; Markov processes; State feedback; Symmetric matrices; $H_infty$ control; Fuzzy systems; infinite-distributed delay; linear matrix inequality (LMI); reliable control;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2011.2162850