A Novel Approach to Filter Design for T-S Fuzzy Discrete-Time Systems With Time-Varying Delay

被引:374
|
作者
Su, Xiaojie [1 ]
Shi, Peng [2 ,3 ,4 ]
Wu, Ligang [1 ]
Song, Yong-Duan [5 ]
机构
[1] Harbin Inst Technol, Harbin 150001, Peoples R China
[2] Univ Glamorgan, Dept Comp & Math Sci, Pontypridd CF37 1DL, M Glam, Wales
[3] Victoria Univ, Sch Sci & Engn, Melbourne, Vic 3000, Australia
[4] Univ S Australia, Sch Math & Stat, Adelaide, SA 5001, Australia
[5] Chongqing Univ, Sch Automat, Chongqing 400044, Peoples R China
基金
中国国家自然科学基金; 英国工程与自然科学研究理事会; 黑龙江省自然科学基金;
关键词
Full- and reduced-order; H-infinity filter design; input-output approach; Takagi-Sugeno (T-S) fuzzy systems; time-delay; OUTPUT-FEEDBACK CONTROL; STABILITY ANALYSIS; NONLINEAR-SYSTEMS; LINEAR-SYSTEMS; STABILIZATION; LYAPUNOV;
D O I
10.1109/TFUZZ.2012.2196522
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, the problem of l(2)-l(infinity) filtering for a class of discrete-timeTakagi-Sugeno (T-S) fuzzy time-varying delay systems is studied. Our attention is focused on the design of full-and reduced-order filters that guarantee the filtering error system to be asymptotically stable with a prescribed H-infinity performance. Sufficient conditions for the obtained filtering error system are proposed by applying an input-output approach and a two-term approximation method, which is employed to approximate the time-varying delay. The corresponding full-and reduced-order filter design is cast into a convex optimization problem, which can be efficiently solved by standard numerical algorithms. Finally, simulation examples are provided to illustrate the effectiveness of the proposed approaches.
引用
收藏
页码:1114 / 1129
页数:16
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