%0 Journal Article
%T Information theory approach to determine embedding parameters for phase space reconstruction of chaotic time series<br>混沌时序相空间重构参数确定的信息论方法
%A Xiao Fang-Hong
%A Yan Gui-Rong
%A Han Yu-Hang
%A <br>肖方红
%A 阎桂荣
%A 韩宇航
%J 物理学报
%D 2005
%I 
%X We have studied the determination of delay time and embedding dimension for phase space reconstruction of chaotic time series using the information theory. We use the symbolic analysis method to compute mutual information for determining the delay time. Furthermore we also present an information theory approach to determine embedding dimension. That is, we determine the embedding dimension by considering the variation of the conditional entropy of the reconstructed vector with its dimension. Numerical simulations verify that the method is applicable for determining an appropriate embedding dimension.
%K chaos
%K phase space reconstruction
%K mutual information
%K conditional entropy
%K symbolic analysis<br>混沌，
%K 相空间重构，
%K 互信息，
%K 条件熵，
%K 符号分析
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=6E709DC38FA1D09A4B578DD0906875B5B44D4D294832BB8E&cid=47EA7CFDDEBB28E0&jid=29DF2CB55EF687E7EFA80DFD4B978260&aid=349F0867999B129C&yid=2DD7160C83D0ACED&vid=318E4CC20AED4940&iid=0B39A22176CE99FB&sid=64808317C39DF331&eid=CF0706A3E35031F6&journal_id=1000-3290&journal_name=物理学报&referenced_num=8&reference_num=27