Title :
Delay-Dependent Decentralized
Filtering for Discrete-Time Nonlinear Interconnected Systems With Time-Varying Delay Based on the T–S Fuzzy Model
Author :
Zhang, Hongbin ; Zhong, Hua ; Dang, Chuangyin
Author_Institution :
Sch. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
fDate :
6/1/2012 12:00:00 AM
Abstract :
This paper is concerned with the problem of delay-dependent H∞ filter design for a class of discrete-time nonlinear interconnected system with time-varying delays via the Takagi-Sugeno (T-S) fuzzy model. The T-S fuzzy model consists of N time-delay T-S fuzzy subsystems, and a decentralized H∞ filter is designed for each subsystem. Based on the delay-dependent piecewise Lyapunov-Krasovskii functional (DDPLKF) and with an improved free-weighting matrix technique, the delay-dependent stability and a prescribed H∞ performance index are guaranteed for the overall filtering error system. A sufficient condition for the existence of such a filter is established by using linear matrix inequalities (LMIs) that are numerically feasible. Two numerical examples are given to demonstrate the effectiveness and advantage of the proposed approach.
Keywords :
H∞ filters; Lyapunov methods; control system synthesis; decentralised control; delays; discrete time systems; filtering theory; fuzzy systems; interconnected systems; linear matrix inequalities; nonlinear systems; piecewise linear techniques; stability; time-varying systems; DDPLKF; H∞ performance index; LMI; T-S fuzzy model; Takagi-Sugeno fuzzy model; delay-dependent decentralized H∞ filtering design; delay-dependent piecewise Lyapunov-Krasovskii functional; delay-dependent stability; discrete-time nonlinear interconnected systems; free-weighting matrix technique; linear matrix inequalities; time-delay T-S fuzzy subsystems; time-varying delay; Delay; Fuzzy systems; Interconnected systems; Lyapunov methods; Noise; Time varying systems; Vectors; Decentralized; Takagi–Sugeno (T–S) fuzzy model; delay-dependent filtering; nonlinear interconnected system; time-varying delays;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2011.2175231