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author:

Wang, Zidong (Wang, Zidong.) [1] | Yang, Fuwen (Yang, Fuwen.) [2] | Ho, Daniel W. C. (Ho, Daniel W. C..) [3] | Liu, Xiaohui (Liu, Xiaohui.) [4]

Indexed by:

EI Scopus SCIE

Abstract:

In this paper, the robust H-infinity filtering problem is studied for stochastic uncertain discrete time-delay systems with missing measurements. The missing measurements are described by a binary switching sequence satisfying a conditional probability distribution. We aim to design filters such that, for all possible missing observations and all admissible parameter uncertainties, the filtering error system is exponentially mean-square stable, and the prescribed H-infinity performance constraint is met. In terms of certain linear matrix inequalities (LMIs), sufficient conditions for the solvability of the addressed problem are obtained. When these LMIs are feasible, an explicit expression of a desired robust H-infinity filter is also given. An optimization problem is subsequently formulated by optimizing the H-infinity filtering performances. Finally, a numerical example is provided to demonstrate the effectiveness and applicability of the proposed design approach.

Keyword:

H-infinity filtering missing measurements parameter uncertainty robust filtering time-delay systems

Community:

  • [ 1 ] Brunel Univ, Dept Informat Syst & Comp, Uxbridge UB8 3PH, Middx, England
  • [ 2 ] Fuzhou Univ, Dept Elect Engn, Fujian 350002, Peoples R China
  • [ 3 ] City Univ Hong Kong, Dept Math, Kowloon, Hong Kong, Peoples R China

Reprint 's Address:

  • 蔡其洪

    [Wang, Zidong]Brunel Univ, Dept Informat Syst & Comp, Uxbridge UB8 3PH, Middx, England

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Source :

IEEE TRANSACTIONS ON SIGNAL PROCESSING

ISSN: 1053-587X

Year: 2006

Issue: 7

Volume: 54

Page: 2579-2587

1 . 5 7

JCR@2006

4 . 6 0 0

JCR@2023

ESI Discipline: ENGINEERING;

JCR Journal Grade:1

Cited Count:

WoS CC Cited Count: 437

SCOPUS Cited Count: 507

ESI Highly Cited Papers on the List: 2 Unfold All

  • 2017-3
  • 2017-1

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 4

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