| 基于正交小波网络的非线性系统辨识新方法 |
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| 引用本文： | 宋执环,吕立华,李平.基于正交小波网络的非线性系统辨识新方法[J].兵工学报,2001,22(3):363-366. |
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| 作者姓名： | 宋执环 吕立华 李平 |
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| 作者单位： | 浙江大学工业控制技术研究所工业控制技术国家重点实验室 |
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| 基金项目： | 国家自然科学基金;69704006; |
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| 摘 要： | 在非线性系统辨识中,系统输入数据往往是非均匀分布的.对于此类问题,正交小波网络处理起来较复杂.本文基于小波网格系,提出两种近似方法, 可简单有效地解决这一问题.该法最大特点是计算简单,便于应用.最后用于辨识非线性系统, 仿真结果验证了该方法的可行性和有效性.
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| 关 键 词： | 小波网络 非均匀分布 小波多分辨分析 网格系 |
| 修稿时间： | 2000年7月1日 |
A NOVEL METHOD FOR IDENTIFYING NONLINEAR SYSTEMS USING ORTHOGONAL WAVELET NETWORKS |
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| Song Zhihuan,Lu Lihua,Li Ping.A NOVEL METHOD FOR IDENTIFYING NONLINEAR SYSTEMS USING ORTHOGONAL WAVELET NETWORKS[J].Acta Armamentarii,2001,22(3):363-366. |
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| Authors: | Song Zhihuan Lu Lihua Li Ping |
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| Abstract: | In the identification of nonlinear system, the system inputs are usually non uniformly distributed The approach using orthogonal wavelet networks to resolve the problem is complex This paper presents two approximative methods based on wavelet grid structure to handle this problem simply and effectively The advantages of these methods are computationally efficient and easy to use Finally, nonlinear systems are identified The results of simulation show that the provided methods are effective and feasible |
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| Keywords: | wavelet network non uniform distribution wavelet multiresolution analysis grid structure |
| 本文献已被 CNKI 等数据库收录！ |
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