DocumentCode
42387
Title
Reliable Filtering With Strict Dissipativity for T-S Fuzzy Time-Delay Systems
Author
Xiaojie Su ; Peng Shi ; Ligang Wu ; Basin, Michael V.
Author_Institution
Coll. of Autom., Chongqing Univ., Chongqing, China
Volume
44
Issue
12
fYear
2014
fDate
Dec. 2014
Firstpage
2470
Lastpage
2483
Abstract
In this paper, the problem of reliable filter design with strict dissipativity has been investigated for a class of discrete-time T-S fuzzy time-delay systems. Our attention is focused on the design of a reliable filter to ensure a strictly dissipative performance for the filtering error system. Based on the reciprocally convex approach, firstly, a sufficient condition of reliable dissipativity analysis is proposed for T-S fuzzy systems with time-varying delays and sensor failures. Then, a reliable filter with strict dissipativity is designed by solving a convex optimization problem, which can be efficiently solved by standard numerical algorithms. Finally, numerical examples are provided to illustrate the effectiveness of the developed techniques.
Keywords
control system synthesis; convex programming; delay systems; discrete time systems; filtering theory; fuzzy control; numerical analysis; sensors; time-varying systems; convex optimization problem; discrete-time T-S fuzzy time-delay systems; filtering error system; numerical algorithms; reciprocally convex approach; reliable filter design; reliable strict dissipativity analysis; sensor failures; strictly dissipative performance; sufficient condition; time-varying delays; Delay effects; Delays; Reliability engineering; Sensor systems; Time-varying systems; Dissipative filter design; fuzzy systems; time-delay;
fLanguage
English
Journal_Title
Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
2168-2267
Type
jour
DOI
10.1109/TCYB.2014.2308983
Filename
6775289
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