Asynchronous Filtering for Discrete-Time Switched T-S Fuzzy Systems

Shuang Shi, Zhongyang Fei, Peng Shi, Choon Ki Ahn

Research output: Contribution to journalArticle

8 Citations (Scopus)

Abstract

In this paper, asynchronous $\mathcal {H}_{\infty }$ filtering is studied for discrete-time switched Takagi-Sugeno (T-S) fuzzy systems. New Lyapunov functions are constructed for switched systems with asynchronous switching between subsystems and candidate filters. These improved Lyapunov functions are dependent on the mode of filters instead of subsystems, which are more consistent with the switching mechanism of switched systems with asynchronous switching. Meanwhile, they are quasi-time-dependent, which are effective in achieving more general results than traditional time-independent Lyapunov functions. Based on the new Lyapunov functions, a stability and $\ell _{2}$-gain criterion is deduced for switched T-S fuzzy systems. Then, switched fuzzy filters are designed to guarantee that the filtering error system is globally uniformly asymptotically stable and has a prescribed $\mathcal {H}_{\infty }$ performance. At last, an illustrative example is provided to demonstrate the potentials and advantages of the proposed filtering scheme.

Original languageEnglish
Article number8718335
Pages (from-to)1531-1541
Number of pages11
JournalIEEE Transactions on Fuzzy Systems
Volume28
Issue number8
DOIs
Publication statusPublished - 2020 Aug

Keywords

  • Asynchronous switching
  • discrete-time filtering
  • mode-dependent hybrid dwell time

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computational Theory and Mathematics
  • Artificial Intelligence
  • Applied Mathematics

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