Adaptive lag synchronization of unknown chaotic delayed neural networks with noise perturbation

被引：113
|
作者：
Sun, Yonghui [1 ]
Cao, Jinde [1 ]
机构：
[1] Southeast Univ, Dept Math, Nanjing 210096, Peoples R China
来源：
PHYSICS LETTERS A | 2007年 / 364卷 / 3-4期
基金：
中国国家自然科学基金;
关键词：
adaptive lag synchronization; noise perturbation; mean square asymptotic stability; LaSalle invariance principle; chaotic delayed neural networks; adaptive feedback control;
D O I：
10.1016/j.physleta.2006.12.019
中图分类号：
O4 [物理学];
学科分类号：
0702 ;
摘要：
In this Letter, the adaptive lag synchronization issue of unknown chaotic delayed neural networks with noise perturbation is considered in detail. Via adaptive feedback control techniques, the suitable parameters update laws are proposed, then several sufficient conditions are derived to ensure lag synchronization of unknown delayed neural networks with or without noise perturbation. Moreover, some appropriate comparisons are made to contrast to some of existing results about complete synchronization of chaotic systems with or without noise perturbation. Then, a numerical example with its computer simulations is provided to illustrate and verify the effectiveness of the proposed adaptive scheme. Finally, the proposed adaptive feedback scheme is applied to the secure communication. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码：277 / 285
页数：9
相关论文
共 50 条
  • [1] Lag Synchronization of Unknown Chaotic Delayed Yang-Yang-Type Fuzzy Neural Networks With Noise Perturbation Based on Adaptive Control and Parameter Identification
    Xia, Yonghui
    Yang, Zijiang
    Han, Maoan
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 2009, 20 (07): : 1165 - 1180
  • [2] Projective Synchronization Control of Unknown Chaotic Neural Networks with Delay and Noise Perturbation
    Zhou, Quanquan
    Zhou, Wuneng
    Ou, Yanglan
    AndingDai
    Chen, Jiaoling
    2014 10TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION (ICNC), 2014, : 67 - 71
  • [3] Adaptive synchronization for delayed neural networks with stochastic perturbation
    Li, Xiaolin
    Cao, Jinde
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2008, 345 (07): : 779 - 791
  • [4] Lag synchronization of chaotic delayed neural networks via impulsive control
    Li, Xiaodi
    Fu, Xilin
    IMA JOURNAL OF MATHEMATICAL CONTROL AND INFORMATION, 2012, 29 (01) : 133 - 145
  • [5] Synchronization of a class of delayed chaotic neural networks with fully unknown parameters
    Zhang, HG
    Xiel, YH
    Liu, DR
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2006, 13 (02): : 297 - 308
  • [6] Adaptive Synchronization of Delayed Memristive Neural Networks With Unknown Parameters
    Yang, Zhanyu
    Luo, Biao
    Liu, Derong
    Li, Yueheng
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 50 (02): : 539 - 549
  • [7] Adaptive Lag Generalized Projective Stochastic Perturbation Synchronization for Unknown Chaotic Systems with Different Order
    Tang, Yang
    Miao, Qingying
    Zhong, Huihuang
    Gu, Xiaojing
    Fang, Jian-an
    2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 6330 - 6335
  • [8] Lag Synchronization of Coupled Delayed Chaotic Neural Networks by Periodically Intermittent Control
    Dan, Songjian
    Yang, Simon X.
    Feng, Wei
    ABSTRACT AND APPLIED ANALYSIS, 2013,
  • [9] Adaptive lag synchronization in unknown stochastic chaotic neural networks with discrete and distributed time-varying delays
    Tang, Yang
    Qiu, Runhe
    Fang, Jian-an
    Miao, Qingying
    Xia, Min
    PHYSICS LETTERS A, 2008, 372 (24) : 4425 - 4433
  • [10] Exponential lag synchronization of a class of chaotic delayed neural networks with impulsive effects
    Yang, Yongqing
    Cao, Jinde
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2007, 386 (01) : 492 - 502
12345