| 一种基于小波网络模型参考自适应控制系统的设计与应用 |
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| 引用本文： | 潘永湘,屈省源,林遂芳.一种基于小波网络模型参考自适应控制系统的设计与应用[J].系统仿真学报,2004,16(11):2587-2590. |
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| 作者姓名： | 潘永湘 屈省源 林遂芳 |
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| 作者单位： | 西安理工大学自动化与信息工程学院,陕西西安,710048 |
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| 摘 要： | 根据神经网络内模控制的思想,提出了一种基于小波网络的模型参考自适应控制方法。该方法选用两个小波神经网络,分别作为系统模型的辨识器和控制器。此外,为了减小系统误差,在控制器和辨识器之间加入一个小波神经网络,作为非线性自适应滤波器。仿真结果和应用实例表明了该方法的有效性和合理性。
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| 关 键 词： | 模型参考自适应控制 小波网络 自适应滤波器 应用实例 |
| 文章编号： | 1004-731X(2004)11-2587-04 |
| 修稿时间： | 2003年10月13 |
Design and Application of the Model Reference Adaptive Control Systems Based on Wavelets Network |
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| PAN Yong-xiang,QU Shengyuan,LIN Sui-fang.Design and Application of the Model Reference Adaptive Control Systems Based on Wavelets Network[J].Journal of System Simulation,2004,16(11):2587-2590. |
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| Authors: | PAN Yong-xiang QU Shengyuan LIN Sui-fang |
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| Abstract: | A model reference adaptive control systems, with two wavelets networks as the identifier and controller respectively, is presented according to the theory of neural network internal control. In addition, a wavelets network is added as nonlinear adaptive filter between the controller and identifier to reduce the error of systems. Simulation results and applications show that the method is effective and reasonable. |
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| Keywords: | model reference adaptive control wavelets network adaptive filter induction heater |
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