Synchronization of non-identical chaotic delayed fuzzy cellular neural networks based on sliding mode control

被引：37

作者：

Gan, Qintao ^{[1
]}

Xu, Rui ^{[1
]}

Yang, Pinghua ^{[1
]}

机构：

[1] Shijiazhuang Mech Engn Coll, Dept Basic Sci, Shijiazhuang 050003, Hebei Province, Peoples R China

来源：

COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION | 2012年 / 17卷 / 01期

基金：

中国国家自然科学基金;

关键词：

Synchronizarion; Fuzzy cellular neural networks; Lyapunov-Krasovskii functional; Sliding mode control; EXPONENTIAL STABILITY; GLOBAL STABILITY; MISMATCH; SYSTEMS;

D O I：

10.1016/j.cnsns.2011.05.014

中图分类号：

O29 [应用数学];

学科分类号：

070104 ;

摘要：

-In this paper, we investigate the synchronization problems of chaotic fuzzy cellular neural networks with time-varying delays. To overcome the difficulty that complete synchronization between non-identical chaotic neural networks cannot be achieved only by utilizing output feedback control, we use a sliding mode control approach to study the synchronization of non-identical chaotic fuzzy cellular neural networks with time-varying delays, where the parameters and activation functions are mismatched. This research demonstrates the effectiveness of application in secure communication. Numerical simulations are carried out to illustrate the main results. (C) 2011 Elsevier B.V. All rights reserved.

引用

页码：433 / 443

页数：11

共 27 条

[1] Effect of parameter mismatch on the mechanism of chaos synchronization loss in coupled systems [J].

Astakhov, V ;

Hasler, M ;

Kapitaniak, T ;

Shabunin, A ;

Anishchenko, V .

PHYSICAL REVIEW E, 1998, 58 (05) :5620-5628

[2] Neural networks for improved target differentiation and localization with sonar [J].

Ayrulu, B ;

Barshan, B .

NEURAL NETWORKS, 2001, 14 (03) :355-373

[3] Analysis of chattering in continuous sliding-mode controllers [J].

Boiko, I ;

Fridman, L .

IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2005, 50 (09) :1442-1446

[4] Global stability conditions for delayed CNNs [J].

Cao, J. .

IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, 2001, 48 (11) :1330-1333

[5] Stability analysis of stochastic fuzzy cellular neural networks with delays [J].

Chen, Ling ;

Zhao, Hongyong .

NEUROCOMPUTING, 2008, 72 (1-3) :436-444

[6] CELLULAR NEURAL NETWORKS - APPLICATIONS [J].

CHUA, LO ;

YANG, L .

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1988, 35 (10) :1273-1290

[7] CELLULAR NEURAL NETWORKS - THEORY [J].

CHUA, LO ;

YANG, L .

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1988, 35 (10) :1257-1272

[8] Synchronization of delayed fuzzy cellular neural networks based on adaptive control [J].

Ding, Wei ;

Han, Maoan .

PHYSICS LETTERS A, 2008, 372 (26) :4674-4681

[9] Synchronization of delayed fuzzy cellular neural networks with impulsive effects [J].

Ding, Wei .

COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2009, 14 (11) :3945-3952

[10] A chattering-free sliding mode control design for uncertain chaotic systems [J].

Falahpoor, M. ;

Ataei, M. ;

Kiyoumarsi, A. .

CHAOS SOLITONS & FRACTALS, 2009, 42 (03) :1755-1765

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