Robust stability of cellular neural networks with delay: linear matrix inequality approach

被引：175
作者：
Singh, V [1 ]
机构：
[1] Atilim Univ, Dept Elect Elect Engn, TR-06836 Ankara, Turkey
来源：
IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS | 2004年 / 151卷 / 01期
关键词：
D O I：
10.1049/ip-cta:20040091
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
A criterion for the global asymptotic stability and uniqueness of the equilibrium point of uncertain cellular neural networks with delay is presented. The uncertainties are assumed to be norm-bounded. The criterion is computationally efficient, since it is in the form of a linear matrix inequality.
引用
收藏
页码：125 / 129
页数：5
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  • [21] Gahinet P., 1995, LMI Control Toolbox
  • [22] Design of stable cellular neural network templates
    Gilli, M
    [J]. ELECTRONICS LETTERS, 1999, 35 (12) : 986 - 987
  • [23] Robust optimal guaranteed cost control for 2D discrete systems
    Guan, X
    Long, C
    Duan, G
    [J]. IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 2001, 148 (05): : 355 - 361
  • [24] Global asymptotic stability and global exponential stability of continuous-time recurrent neural networks
    Hu, SQ
    Wang, J
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2002, 47 (05) : 802 - 807
  • [25] ROBUST STABILIZATION OF UNCERTAIN LINEAR-SYSTEMS - QUADRATIC STABILIZABILITY AND H INFINITY-CONTROL THEORY
    KHARGONEKAR, PP
    PETERSEN, IR
    ZHOU, KM
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1990, 35 (03) : 356 - 361
  • [26] Analog addition/subtraction on the CNN-UM chip with short-time superimposition of input signals
    Kim, H
    Roska, T
    Son, H
    Petrás, I
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 2003, 50 (03): : 429 - 432
  • [27] Liao TL, 2000, IEEE T NEURAL NETWOR, V11, P1481, DOI 10.1109/72.883480
  • [28] Global stability condition for cellular neural networks with delay
    Liao, TL
    Wang, FC
    [J]. ELECTRONICS LETTERS, 1999, 35 (16) : 1347 - 1349
  • [29] LMI-Based approach for asymptotically stability analysis of delayed neural networks
    Liao, XF
    Chen, GR
    Sanchez, EN
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2002, 49 (07) : 1033 - 1039
  • [30] Delay-dependent exponential stability analysis of delayed neural networks: an LMI approach
    Liao, XF
    Chen, GR
    Sanchez, EN
    [J]. NEURAL NETWORKS, 2002, 15 (07) : 855 - 866
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