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author:

Wang, Z. (Wang, Z..) [1] | Yang, F. (Yang, F..) [2]

Indexed by:

Scopus

Abstract:

This brief deals with the robust filtering problem for uncertain linear systems with delayed states and outputs. Both time-invariant and time-varying cases are considered. For the time-invariant case, an algebraic Riccati matrix inequality approach is proposed to design a robust H∞ filter such that the filtering process remains asymptotically stable for all admissible uncertainties, and the transfer function from the disturbance inputs to error state outputs satisfies the prespecified H∞ norm upper bound constraint. We establish the conditions under which the desired robust H∞ filters exist, and derive the explicit expression of these filters. For the time-varying case, we develop a differential Riccati inequality method to design the robust filters. A numerical example is provided to demonstrate the validity of the proposed design approach.

Keyword:

Differential riccati inequality; H∞ filtering; Parameter uncertainty; Quadratic matrix inequality; Robust filtering; Time-delay systems

Community:

  • [ 1 ] [Wang, Z.]Control Theory and Applications Centre, School of Mathematical and Information Sciences, Coventry University, Coventry CV1 5FB, United Kingdom
  • [ 2 ] [Yang, F.]Department of Electrical Engineering, Fuzhou University, Fuzhou 350002, China

Reprint 's Address:

  • [Wang, Z.]Control Theory and Applications, School of Math. and Info. Sci., Coventry University, Coventry CV1 5FB, United Kingdom

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Source :

IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications

ISSN: 1057-7122

Year: 2002

Issue: 1

Volume: 49

Page: 125-130

0 . 9 5 6

JCR@2002

1 . 1 3 9

JCR@2006

JCR Journal Grade:2

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 101

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 4

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