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
相关论文
共 50 条
  • [41] H-INFINITY CONTROL AND QUADRATIC STABILIZATION OF SYSTEMS WITH PARAMETER UNCERTAINTY VIA OUTPUT-FEEDBACK
    XIE, LH
    FU, MY
    DESOUZA, CE
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1992, 37 (08) : 1253 - 1256
  • [42] Positive real control for uncertain two-dimensional systems
    Xu, SY
    Lam, J
    Lin, ZP
    Galkowski, K
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 2002, 49 (11): : 1659 - 1666
  • [43] Robust mixed H2/H∞ filtering with regional pole assignment for uncertain discrete-time systems
    Yang, FW
    Hung, YS
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 2002, 49 (08): : 1236 - 1241
  • [44] Convergence analysis of cellular neural networks with unbounded delay
    Yi, Z
    Heng, PA
    Leung, KS
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 2001, 48 (06): : 680 - 687
  • [45] Absolute periodicity and absolute stability of delayed neural networks
    Yi, Z
    Heng, PA
    Vadakkepat, P
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 2002, 49 (02): : 256 - 261
  • [46] Absolutely exponential stability in delayed cellular neural networks
    Zhang, JY
    [J]. INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, 2002, 30 (04) : 395 - 409
  • [47] Global stability analysis in delayed Hopfield neural network models
    Zhang, JY
    Jin, XS
    [J]. NEURAL NETWORKS, 2000, 13 (07) : 745 - 753
  • [48] Global stability analysis of bidirectional associative memory neural networks with time delay
    Zhang, JY
    Yang, YR
    [J]. INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, 2001, 29 (02) : 185 - 196
  • [49] Stability of cellular neural networks with delay
    Zhang, Q
    Ma, RN
    Xu, J
    [J]. ELECTRONICS LETTERS, 2001, 37 (09) : 575 - 576
  • [50] On the global stability of delayed neural networks
    Zhang, Q
    Ma, RN
    Chao, W
    Jin, X
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2003, 48 (05) : 794 - 797