New delay-dependent L2-L∞ filter design for stochastic time-delay systems

被引:36
|
作者
Chen, Yun [1 ,2 ]
Xue, Anke [1 ]
Zhou, Shaosheng [1 ]
机构
[1] Hangzhou Dianzi Univ, Inst Informat & Control, Hangzhou 310018, Zhejiang, Peoples R China
[2] Zhejiang Univ, Natl Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
关键词
Stochastic time-delay systems; L-2-L-infinity filtering; Stochastic integral inequality; Asymptotic mean-square stability; LMI; ROBUST H-INFINITY; VARYING STATE DELAYS; UNCERTAIN SYSTEMS; LINEAR-SYSTEMS; EXPONENTIAL STABILITY; LMI APPROACH; PARAMETERS; H-2;
D O I
10.1016/j.sigpro.2008.11.015
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper investigates delay-dependent L-2-L-infinity performance analysis and filtering of stochastic systems with delays. Based on an auxiliary vector, an integral inequality in the stochastic setting is introduced. The proposed stochastic integral inequality reduces to some existing ones in the deterministic context, if there are no stochastic perturbations. By using this new integral inequality and free-weighting matrix technique, a simpler L-2-L-infinity performance analysis result with fewer dimensions of linear matrix inequality (LMI) and fewer variables is presented. The mathematical equivalence of the presented result and some existing one is established. A stochastic L-2-L-infinity filter which guarantees asymptotic mean-square stability of the filtering error system is designed in terms of LMIs. Both model transformations and and estimation for cross terms are avoided. Two illustrative examples are given to show the effectiveness of the method. (c) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:974 / 980
页数:7
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