CMAC-based adaptive backstepping synchronization of uncertain chaotic systems

被引：33
|
作者：
Lin, Chih-Min [1 ]
Peng, Ya-Fu [2 ]
Lin, Ming-Hung [1 ]
机构：
[1] Yuan Ze Univ, Dept Elect Engn, 135 Far E Rd, Tao Yuan 32003, Taiwan
[2] Ching Yun Univ Technol, Dept Elect Engn, Tao Yuan 32097, Taiwan
来源：
CHAOS SOLITONS & FRACTALS | 2009年 / 42卷 / 02期
关键词：
Adaptive control systems - Brain - Backstepping - Controllers - Chaotic systems;
D O I：
10.1016/j.chaos.2009.02.028
中图分类号：
O1 [数学];
学科分类号：
0701 ; 070101 ;
摘要：
This study proposes an adaptive backstepping control system for synchronizing uncertain chaotic system by using cerebellar model articulation controller (CMAC). CMAC is a nonlinear network with simple computation, good generalization capability and fast learning property. The proposed CMAC-based adaptive backstepping control (CABC) system uses backstepping method and adaptive cerebellar model articulation controller (ACMAC) for synchronizing uncertain chaotic system. Finally, simulation results for the Genesio system are presented to illustrate the effectiveness of the proposed control system. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码：981 / 988
页数：8
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