DocumentCode :
3601090
Title :
Reliable Mixed H_\\infty and Passivity-Based Control for Fuzzy Markovian Switching Systems With Probabilistic Time Delays and Actuator Failures
Author :
Sakthivel, Rathinasamy ; Selvi, Subramaniam ; Mathiyalagan, Kalidass ; Peng Shi
Author_Institution :
Dept. of Math., Sungkyunkwan Univ., Suwon, South Korea
Volume :
45
Issue :
12
fYear :
2015
Firstpage :
2720
Lastpage :
2731
Abstract :
This paper is concerned with the problem of reliable mixed H and passivity-based control for a class of stochastic Takagi-Sugeno (TS) fuzzy systems with Markovian switching and probabilistic time varying delays. Different from the existing works, the H and passivity control problem with probabilistic occurrence of time-varying delays and actuator failures is considered in a unified framework, which is more general in some practical situations. The main aim of this paper is to design a reliable mixed H and passivity-based controller such that the stochastic TS fuzzy system with Markovian switching is stochastically stable with a prescribed mixed H and passivity performance level γ > 0. Based on the Lyapunov-Krasovskii functional (LKF) involving lower and upper bound of probabilistic time delay and convex combination technique, a new set of delay-dependent sufficient condition in terms of linear matrix inequalities (LMIs) is established for obtaining the required result. Finally, a numerical example based on the modified truck-trailer model is given to demonstrate the effectiveness and applicability of the proposed design techniques.
Keywords :
H control; Lyapunov methods; Markov processes; delay systems; fuzzy control; linear matrix inequalities; probability; stability; stochastic systems; switching systems (control); LKF; LMI; Lyapunov-Krasovskii functional; actuator failure; convex combination technique; delay-dependent sufficient condition; design technique; fuzzy Markovian switching system; linear matrix inequality; passivity performance level; passivity-based control; probabilistic occurrence; probabilistic time delay; probabilistic time varying delay; reliable mixed H∞ control; stochastic TS fuzzy system; stochastic Takagi-Sugeno fuzzy system; stochastically stable; time-varying delay; truck-trailer model; Actuators; Delay effects; Delays; Fuzzy systems; Probabilistic logic; Reliability; Stochastic processes; Fuzzy system; mixed ${H} _{boldsymbol {infty }}$ and passivity case; mixed H∞ and passivity case; probabilistic time delay;
fLanguage :
English
Journal_Title :
Cybernetics, IEEE Transactions on
Publisher :
ieee
ISSN :
2168-2267
Type :
jour
DOI :
10.1109/TCYB.2014.2382563
Filename :
7001669
Link To Document :
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