Control of Chaotic Dynamical Systems using RBF Networks

被引：0
|
作者：
Ishikawa, Yoichi [1 ]
Masukake, Yuichi [1 ]
Ishida, Yoshihisa [1 ]
机构：
[1] Meiji Univ, Dept Elect & Commun, Kawasaki, Kanagawa 2148571, Japan
来源：
PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 19 | 2007年 / 19卷
关键词：
Chaos; nonlinear plant; radial basis function network;
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
This paper presents a novel control method based on radial basis function networks (RBFNs) for chaotic dynamical systems. The proposed method first identifies the nonlinear part of the chaotic system off-line and then constructs a model-following controller using only the estimated system parameters. Simulation results show the effectiveness of the proposed control scheme.
引用
收藏
页码：175 / 178
页数：4
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