• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
成果搜索

author:

Wang, Z. (Wang, Z..) [1] | Yang, F. (Yang, F..) [2] | Ho, D.W.C. (Ho, D.W.C..) [3] | Liu, X. (Liu, X..) [4]

Indexed by:

Scopus

Abstract:

In this paper, the robust H∞ 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∞ 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∞ filter is also given. An optimization problem is subsequently formulated by optimizing the H∞ filtering performances. Finally, a numerical example is provided to demonstrate the effectiveness and applicability of the proposed design approach. © 2006 IEEE.

Keyword:

H∞ filtering; Missing measurements; Parameter uncertainty; Robust filtering; Time-delay systems

Community:

  • [ 1 ] [Wang, Z.]Department of Information Systems and Computing, Brunel University, Uxbridge, Middlesex UB8 3PH, United Kingdom
  • [ 2 ] [Yang, F.]Department of Information Systems and Computing, Brunel University, Uxbridge, Middlesex UB8 3PH, United Kingdom
  • [ 3 ] [Yang, F.]Department of Electrical Engineering, Fuzhou University, Fuzhou 350002, China
  • [ 4 ] [Ho, D.W.C.]Department of Mathematics, City University of Hong Kong, Kowloon, Hong Kong
  • [ 5 ] [Liu, X.]Department of Information Systems and Computing, Brunel University, Uxbridge, Middlesex UB8 3PH, United Kingdom

Reprint 's Address:

  • [Wang, Z.]Department of Information Systems and Computing, Brunel University, Uxbridge, Middlesex UB8 3PH, United Kingdom

Show more details

Related Keywords:

Related Article:

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

JCR Journal Grade:1

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 507

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

Affiliated Colleges:

Online/Total:220/10036187
Address:FZU Library(No.2 Xuyuan Road, Fuzhou, Fujian, PRC Post Code:350116) Contact Us:0591-22865326
Copyright:FZU Library Technical Support:Beijing Aegean Software Co., Ltd. 闽ICP备05005463号-1