期刊文献+

基于小波神经网络的非线性系统建模研究 被引量:2

Modelling of Nonlinear System Based on Wavelet Neural Network Identifier
下载PDF
导出
摘要 研究了用小波神经网络对非线性系统进行建模问题。提出了用带遗忘因子的最小二乘法训练网络的权值 ,利用递推预报误差算法训练伸缩因子和平移因子的交互辩识算法。仿真结果证明了算法的有效性。 Wavelet neural networks are used to solve the problem of modelling of nonlinear system.Weights of the network are trained by the Least Square method with forgetting factors. And the scaling factor and shift factor are trained by using the error prediction algorithm .The simulation result has shown the effectiveness of proposed algorithm.
作者 刘霞 刘铁男
出处 《自动化技术与应用》 2004年第2期22-24,共3页 Techniques of Automation and Applications
关键词 小波变换 神经网络 小波神经网络 最小二乘法 预报误差算法 非线性系统 建模 Wavelet transform Neural networks Wavelet neural networks Least square method Error predition algorithm
  • 相关文献

参考文献7

  • 1方崇智 萧德云.过程辨识[M].北京:清华大学出版社,1998.133-201.
  • 2A JUDITSKY, H HJALMARSON, A BENVENISIE et al.Nomlinear black- box modeling in systems identification: A Unified overview[J].Automatica, 1995,31(12): 1691 - 1724.
  • 3Q H ZHANG, A Benvenise. Wavelet networks [ J ]. IEEE Trans on Neural Networks, 1992, 3(6): 889 - 898.
  • 4ZHANG JUN, WALTER G G, MIAO YUBO. Wavelet Neural 1995, 6(43): 1485- 1497.
  • 5A JUDITSKY,H HJALMARSON,A BENVENISTE et al.Nonlinear black-box modeling in system identification:A Unified overview[J].Automatica,1995,31(12):1691-1724
  • 6Q H ZHANG,A Benvenise.Wavelet networks[J].IEEE Trans on Neural Networks,1992,3(6):889-898
  • 7ZHANG JUN,WALTER G G,MIAO YUBO.Wavelet Neural Networks for Function Lerring[J].IEEE Trans on Signal Processing. 1995,6(43):1485-1497

共引文献33

同被引文献9

引证文献2

二级引证文献3

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部