H filtering for nonlinear singular Markovian jumping systems with interval time-varying delays

Yuanqing Xia*, Li Li, Magdi S. Mahmoud, Hongjiu Yang

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

49 Citations (Scopus)

Abstract

The problem of H filtering for nonlinear singular Markovian jumping systems with interval time-varying delays is investigated. The delay factor is assumed to be time-varying and belongs to a given interval, which means that the lower and upper bounds of the interval time-varying delays are available. Furthermore, the derivative of the time-varying delay function can be larger than one. With partial knowledge of the jump rates of the Markov process, a new delay-range-dependent bounded real lemma for the solvability of the jump system is obtained based on the Lyapunov-Krasovskii functional, which is in terms of strict linear matrix inequalities (LMIs). When these LMIs are feasible, an expression of a desired H filter is given. Numerical examples are given to illustrate the effectiveness of the developed techniques.

Original languageEnglish
Pages (from-to)272-284
Number of pages13
JournalInternational Journal of Systems Science
Volume43
Issue number2
DOIs
Publication statusPublished - 1 Feb 2012

Keywords

  • H control
  • H filtering
  • Markovian jumping systems
  • nonlinear filtering
  • singular systems
  • state estimation
  • time-delay systems

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