Delay-dependent exponential stability analysis for discrete-time switched neural networks with time-varying delay

被引：59
|
作者：
Wu, Zheng-Guang [1 ]
Shi, Peng [2 ,3 ]
Su, Hongye [1 ]
Chu, Jian [1 ]
机构：
[1] Zhejiang Univ, Inst Cyber Syst & Control, Natl Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
[2] Univ Glamorgan, Dept Comp & Math Sci, Pontypridd CF37 1DL, M Glam, Wales
[3] Victoria Univ, Sch Sci & Engn, Melbourne, Vic 8001, Australia
来源：
NEUROCOMPUTING | 2011年 / 74卷 / 10期
基金：
英国工程与自然科学研究理事会; 国家高技术研究发展计划(863计划);
关键词：
Switched neural networks; Time-varying delays; Exponential stability; Average dwell time; Linear matrix inequality (LMI); ROBUST STABILITY; ASYMPTOTIC STABILITY; MODEL-REDUCTION; SYSTEMS; CRITERIA;
D O I：
10.1016/j.neucom.2011.01.015
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, we focus on the stability problem for discrete-time switched neural networks with time-varying delay resorting to the average dwell time method. In terms of linear matrix inequality approach, a delay-dependent sufficient condition of exponential stability is developed for a kind of switching signal with average dwell time. A numerical example is given to show the validness of the established result. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码：1626 / 1631
页数：6
相关论文
共 50 条
  • [1] Delay-Dependent Exponential Stability for Discrete-Time Singular Switched Systems with Time-Varying Delay
    Zhang, Lijun
    Zhao, Jiemei
    [J]. ASIAN JOURNAL OF CONTROL, 2013, 15 (02) : 630 - 635
  • [2] Improved delay-dependent stability analysis of discrete-time neural networks with time-varying delay
    Jin, Li
    He, Yong
    Wu, Min
    [J]. JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2017, 354 (04): : 1922 - 1936
  • [3] Delay-Dependent Exponential Stability for Discrete-Time BAM Neural Networks with Time-Varying Delays
    Chen, Yonggang
    Bi, Weiping
    Wu, Yuanyuan
    [J]. DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2008, 2008
  • [4] Delay-Dependent Stability Analysis for Switched Neural Networks With Time-Varying Delay
    Wu, Zheng-Guang
    Shi, Peng
    Su, Hongye
    Chu, Jian
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2011, 41 (06): : 1522 - 1530
  • [5] Novel Delay-Dependent Stability Criteria for Discrete-Time Neural Networks with Time-Varying Delay
    Stojanovic, Sreten
    Stojanovic, Milan
    Stevanovic, Milos
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2018, 2018
  • [6] New delay-dependent stability criterion for discrete-time recurrent neural networks with time-varying delay
    Zhu, Xun-Lin
    Shang, Zhanlei
    Yang, Hong-Yong
    [J]. CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 4343 - +
  • [7] New delay-dependent stability results for discrete-time recurrent neural networks with time-varying delay
    Zhu, Xun-Lin
    Wang, Youyi
    Yang, Guang-Hong
    [J]. NEUROCOMPUTING, 2009, 72 (13-15) : 3376 - 3383
  • [8] Delay-dependent global exponential stability for neural networks with time-varying delay
    Yang, Bin
    Hao, Mengnan
    Cao, Junjun
    Zhao, Xudong
    [J]. NEUROCOMPUTING, 2019, 338 : 172 - 180
  • [9] Delay-dependent exponential stability of delayed neural networks with time-varying delay
    He, Yong
    Wu, Min
    She, Jin-Hua
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2006, 53 (07) : 553 - 557
  • [10] Delay-Dependent Exponential Stability of Discrete-Time BAM Neural Networks with Time Varying Delays
    Zhang, Rui
    Wang, Zhanshan
    Feng, Jian
    Jing, Yuanwei
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2009, PT 1, PROCEEDINGS, 2009, 5551 : 440 - 449
12345