Adaptive observer-based projective synchronization for chaotic neural networks with mixed time delays

被引：18
|
作者：
Tourani, S. [1 ]
Rahmani, Z. [1 ]
Rezaie, B. [1 ]
机构：
[1] Babol Noshrivani Univ Technol, Intelligent Syst Res Grp, Fac Elect & Comp Engn, Babol, Iran
来源：
CHINESE JOURNAL OF PHYSICS | 2016年 / 54卷 / 02期
关键词：
BIDIRECTIONAL ASSOCIATIVE MEMORY; Q-S LAG; PARAMETERS;
D O I：
10.1016/j.cjph.2016.04.015
中图分类号：
O4 [物理学];
学科分类号：
0702 ;
摘要：
This paper addresses adaptive projective synchronization of chaotic neural networks with mixed time delays based on an observer-based design strategy. For this, the idea of designing nonlinear state observers is used, and a novel adaptive observer-based controller is given to provide projective synchronization between the master and the slave chaotic systems. Lyapunov theorem is also utilized to obtain the adaptation laws for tuning the controller when the parameters of the master system are unknown. The proposed control scheme is successfully applied for projective synchronization of two chaotic neural networks with mixed delays. The simulation results demonstrate the feasibility and efficiency of the presented method. (C) 2016 The Physical Society of the Republic of China (Taiwan). Published by Elsevier B.V. All rights reserved.
引用
收藏
页码：285 / 297
页数：13
相关论文
共 50 条
  • [1] Projective synchronization adaptive control for different chaotic neural networks with mixed time delays
    Fan, Yong-Qing
    Xing, Ke-Yi
    Wang, Yin-He
    Wang, Li-Yang
    OPTIK, 2016, 127 (05): : 2551 - 2557
  • [2] GENERALIZED PROJECTIVE SYNCHRONIZATION OF CHAOTIC NEURAL NETWORKS: OBSERVER-BASED APPROACH
    Wang, Xing Yuan
    Meng, Juan
    INTERNATIONAL JOURNAL OF MODERN PHYSICS B, 2010, 24 (17): : 3351 - 3363
  • [3] MODIFIED FUNCTION PROJECTIVE SYNCHRONIZATION OF CHAOTIC NEURAL NETWORKS WITH DELAYS BASED ON OBSERVER
    Chen, Liping
    Chai, Yi
    Wu, Ranchao
    INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2011, 22 (02): : 169 - 180
  • [4] Adaptive synchronization for uncertain chaotic neural networks with mixed time delays using fuzzy disturbance observer
    Jeong, S. C.
    Ji, D. H.
    Park, Ju H.
    Won, S. C.
    APPLIED MATHEMATICS AND COMPUTATION, 2013, 219 (11) : 5984 - 5995
  • [5] Observer-based adaptive neural network control design for projective synchronization of uncertain chaotic systems
    Boubakir, Ahsene
    Labiod, Salim
    JOURNAL OF VIBRATION AND CONTROL, 2023, 29 (15-16) : 3658 - 3678
  • [6] Adaptive synchronization of chaotic Cohen–Crossberg neural networks with mixed time delays
    Quanxin Zhu
    Jinde Cao
    Nonlinear Dynamics, 2010, 61 : 517 - 534
  • [7] Adaptive synchronization of chaotic neural networks with mixed time delays and unknown parameters
    Department of Mathematics and Computational Science, Huainan Normal University, Dongshanxi Road, Tianjiaan Dist., Huainan, China
    ICIC Express Lett., 3 (883-890):
  • [8] Synchronization of chaotic neural networks with mixed time delays
    Gan, Qintao
    Xu, Rui
    Kang, Xibing
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2011, 16 (02) : 966 - 974
  • [9] Projective synchronization of different chaotic neural networks with mixed time delays based on an integral sliding mode controller
    Shi, Yanchao
    Zhu, Peiyong
    Qin, Ke
    NEUROCOMPUTING, 2014, 123 : 443 - 459
  • [10] Adaptive synchronization of chaotic Cohen-Crossberg neural networks with mixed time delays
    Zhu, Quanxin
    Cao, Jinde
    NONLINEAR DYNAMICS, 2010, 61 (03) : 517 - 534
12345