Non-fragile H∞ filtering for nonlinear discrete-time delay systems with randomly occurring gain variations

被引:19
作者
Liu, Yajuan [1 ,2 ]
Park, Ju H. [1 ]
Guo, Bao-Zhu [2 ,3 ]
机构
[1] Yeungnam Univ, Dept Elect Engn, 280 Daehak Ro, Kyongsan 38541, South Korea
[2] Acad Sinica, Acad Math & Syst Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China
[3] Univ Witwatersrand, Sch Computat & Appl Math, ZA-2050 Johannesburg, South Africa
基金
新加坡国家研究基金会;
关键词
Nonlinear discrete-time systems; Interval time-delay; Non-fragile filter; Randomly occurring gain variations; MARKOVIAN JUMP SYSTEMS; NEURAL-NETWORKS; FUZZY-SYSTEMS; VARYING DELAY; STABILITY;
D O I
10.1016/j.isatra.2016.04.009
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper,the problem of H-infinity filtering for a class of nonlinear discrete-time delay systems is investigated. The time delay is assumed to be belonging to a given interval, and the designed filter includes additive gain variations which are supposed to be random and satisfy the Bernoulli distribution. By the augmented Lyapunov functional approach, a sufficient condition is developed to ensure that the filtering error system is asymptotically mean-square stable with a prescribed H-infinity, performance. In addition, an improved result of H-infinity. filtering for linear system is also derived. The filter parameters are obtained by solving a set of linear matrix inequalities. For nonlinear systems, the applicability of the developed filtering result is confirmed by a longitudinal flight system, and an additional example for linear system is presented to demonstrate the less conservativeness of the proposed design method. (C) 2016 ISA. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:196 / 203
页数:8
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