Delay-dependent decentralized H filtering for discrete-time nonlinear interconnected systems with time-varying delay based on the T-S fuzzy model

Hongbin Zhang, Hua Zhong, Chuangyin Dang

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    79 Citations (Scopus)

    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. © 2012 IEEE.
    Original languageEnglish
    Pages (from-to)431-443
    JournalIEEE Transactions on Fuzzy Systems
    Volume20
    Issue number3
    DOIs
    Publication statusPublished - 2012

    Research Keywords

    • Decentralized
    • Delay-dependent filtering
    • Nonlinear interconnected system
    • Takagi-Sugeno (T-S) fuzzy model
    • Time-varying delays

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