Nonstationary l2 - l∞ filtering for Markov switching repeated scalar nonlinear systems with randomly occurring nonlinearities

被引:60
作者
Cheng, Jun [1 ]
Zhan, Yang [2 ]
机构
[1] Guangxi Normal Univ, Coll Math & Stat, Guilin 541006, Peoples R China
[2] Hubei Minzu Univ, Sch Sci, Enshi 445000, Hubei, Peoples R China
关键词
MSRSNSs; Bernouli distribution; Markov chains; Nonstationary filters; Randomly occurring nonlinearities; OUTPUT-FEEDBACK CONTROL; H-INFINITY CONTROL; TRACKING CONTROL; JUMP SYSTEMS; FUZZY-SYSTEMS; DELAY SYSTEMS; STABILIZATION; DESIGN;
D O I
10.1016/j.amc.2019.124714
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper is concerned with nonstationary l(2) - l(infinity) filtering for Markov switching repeated scalar nonlinear systems (MSRSNSs) with randomly occurring nonlinearities (RONs), where measurement output is modeled by a mode-dependent random variable that satisfying Bernouli distribution. The new relationship are proposed to depict multiple mutually independent Markov chains between original MMSRSNSs and nonstationary filters. By constructing a proper Lyapnov function, the MSRSNSs is stochastically stable with l(2) - l(infinity) performance level is guaranteed. Accordingly, the nonstationary filters are designed, where filters are characterised by a two-layer structure. The paper provides a numerical example verifying the efficacy of established technique. (C) 2019 Elsevier Inc. All rights reserved.
引用
收藏
页数:11
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