%0 Journal Article
%T Nonlinear System Identification Using Orthogonal Wavelet Networks<br>采用正交小波网络的非线性系统辨识方法
%A WANG Hai-qing
%A SONG Zhi-huan
%A LI Ping
%A <br>王海清
%A 宋执环
%A 李 平
%J 控制理论与应用
%D 2001
%I 
%X Based on the idea of multiresolution hierarchical approximation of wavelet, the identification of nonlinear system with sampled data dispersed irregularly in space is discussed by using orthogonal wavelet networks (OWN). The design criteria of the lattice structure are intensively discussed and jusified, and an on line hierarchical identification algorithm is given. The OWN is used to identify nonlinear static and dynamic systems. Simulation results indicate that the proposed algorithm has superior performance than conventional methods.
%K orthogonal wavelet networks
%K space
%K irregular sampled data
%K multiresolution hierarchical algorithm<br>系统辨识
%K 非线性系统
%K 正交小波网络
%K 多分辨逆阶算法
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=970898A57DFC021F93AB51667BAED7F7&aid=AE01A04CEAD1F3AC&yid=14E7EF987E4155E6&vid=13553B2D12F347E8&iid=0B39A22176CE99FB&sid=1E41DF9426604740&eid=02DC3A182A5530DF&journal_id=1000-8152&journal_name=控制理论与应用&referenced_num=9&reference_num=10