Delay-dependent H∞ control and filtering for uncertain Markovian jump systems with time-varying delays

Shengyuan Xu, James Lam, Xuerong Mao

Research output: Contribution to journalArticle

443 Citations (Scopus)

Abstract

This paper deals with the problems of delay-dependent robust H control and filtering for Markovian jump linear systems with norm-bounded parameter uncertainties and time-varying delays. In terms of linear matrix inequalities, improved delay-dependent stochastic stability and bounded real lemma (BRL) for Markovian delay systems are obtained by introducing some slack matrix variables. The conservatism caused by either model transformation or bounding techniques is reduced. Based on the proposed BRL, sufficient conditions for the solvability of the robust H control and H filtering problems are proposed, respectively. Dynamic output feedback controllers and full-order filters, which guarantee the resulting closed-loop system and the error system, respectively, to be stochastically stable and satisfy a prescribed H performance level for all delays no larger than a given upper bound, are constructed. Numerical examples are provided to demonstrate the reduced conservatism of the proposed results in this paper.

LanguageEnglish
Pages2070-2077
Number of pages8
JournalIEEE Transactions on Circuits and Systems I: Regular Papers
Volume54
Issue number9
DOIs
Publication statusPublished - 17 Sep 2007

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Linear matrix inequalities
Closed loop systems
Linear systems
Feedback
Controllers
Uncertainty

Keywords

  • delay-dependent stability
  • H filtering
  • Markovian jump systems
  • output feedback
  • time-delay systems
  • uncertain systems H control

Cite this

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abstract = "This paper deals with the problems of delay-dependent robust H∞ control and filtering for Markovian jump linear systems with norm-bounded parameter uncertainties and time-varying delays. In terms of linear matrix inequalities, improved delay-dependent stochastic stability and bounded real lemma (BRL) for Markovian delay systems are obtained by introducing some slack matrix variables. The conservatism caused by either model transformation or bounding techniques is reduced. Based on the proposed BRL, sufficient conditions for the solvability of the robust H∞ control and H∞ filtering problems are proposed, respectively. Dynamic output feedback controllers and full-order filters, which guarantee the resulting closed-loop system and the error system, respectively, to be stochastically stable and satisfy a prescribed H∞ performance level for all delays no larger than a given upper bound, are constructed. Numerical examples are provided to demonstrate the reduced conservatism of the proposed results in this paper.",
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Delay-dependent H∞ control and filtering for uncertain Markovian jump systems with time-varying delays. / Xu, Shengyuan; Lam, James; Mao, Xuerong.

In: IEEE Transactions on Circuits and Systems I: Regular Papers , Vol. 54, No. 9, 17.09.2007, p. 2070-2077.

Research output: Contribution to journalArticle

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