Research on the Phase Space Reconstruction Method of Chaotic Time Series

摘要：

The puzzle over the recognition of the quality of the Chaotic Dynamics based on single variable time series brings forward the new method of phase space reconstruction-identify the embedding dimension with the FNN after delay time is fixed through the method of autocorrelation function. By means of the numerical verification of a few typical examples of chaotic dynamic system, the result shows that this method can be able to efficiently reconstruct the phase space of the original system out of the time series and relatively completely reduce the dynamic characteristics of the original system and thus the validity of the method is testified on chaotic signal recognition.

关键词： Chaotic Phase Space Reconstruction Delay Time Embedding Dimension Autocorrelation Function FNN

作者: Yunfei Ma Peifeng Niu Xiaofei Ma

作者单位: The State Key Laboratory of Control Science and Engineering, Institute of Electrical Engineering,Yan The State Key Laboratory of Control Science and Engineering, Institute of Electrical Engineering, Ya Sports Department, Northeastern University,Qinhuangdao,066004,china

会议类型: 国际会议

会议名称: 2010 International Conference on Advanced Mechanical Engineering(2010年先进机械工程国际学术会议 AME 2010)

会议地点: 洛阳

会议语种:英文

页码: 236-240

在线出版日期: 2010-09-04（万方平台首次上网日期，不代表论文的发表时间）