| 一种基于小波网络的自校正控制方法 |
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| 引用本文： | 王忠勇,张端金,方 浩,蔡远利.一种基于小波网络的自校正控制方法[J].控制理论与应用,2001,18(2):270-272. |
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| 作者姓名： | 王忠勇 张端金 方 浩 蔡远利 |
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| 作者单位： | 1. 郑州大学电子工程系
2. 西安交通大学自动控制系 |
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| 基金项目： | 河南省自然科学基金! (9940 6 0 30 0 )资助课题 |
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| 摘 要： | 依据小波的非线性逼近能力和神经网络的自学习特民生，提出了一种基于小波神经网络模型的自校正控制算法，文中系统由两个小波网络组成 ，分别实现未知对象的建模,仿真结果表明所提控制方法可行，效果较好。
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| 关 键 词： | 小波网络 系统辨识 自校正控制 学习算法 神经网络 |
| 文章编号： | 1000-8152(2001)02-0270-03 |
| 收稿时间： | 1999/3/29 0:00:00 |
| 修稿时间： | 2000/2/21 0:00:00 |
An Approach to Self Tuning Control Based on Wavelet Network |
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| WANG Zhong-yong,ZHANG Duan-jin,FANG Hao and CAI Yuan-li.An Approach to Self Tuning Control Based on Wavelet Network[J].Control Theory & Applications,2001,18(2):270-272. |
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| Authors: | WANG Zhong-yong ZHANG Duan-jin FANG Hao and CAI Yuan-li |
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| Affiliation: | Department of Electronic Engineering, Zhengzhou University, Zhengzhou,450052,P.R.China;Department of Electronic Engineering, Zhengzhou University, Zhengzhou,450052,P.R.China;Department of Automatic Control, Xi'an Jiaotong University, Xi'an,710049,P.R.China;Department of Automatic Control, Xi'an Jiaotong University, Xi'an,710049,P.R.China |
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| Abstract: | Based on the learning characteristic of neural network and the function approximation ability of the wavelet,a new self tuning control algorithm is presented. The controller consists of a wavelet control network and a wavelet identification network. Simulation results show that the wavelet network approach can be successfully applied in control systems. |
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| Keywords: | wavelet network system identification self tuning control learning algorithm |
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