An united algorithm for state space reconstruction

Jing Zhang, Yang Yu Fan, Hui Min Li, Hengyi Sun, Meng Jia

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Traditionally embedding parameters: embedding dimension m and delay time τ are determined separately in state space reconstruction of chaotic dynamical systems. While recently some researchers argued that delay time window τw = (m -1)τ should be determined first. In this paper we carry out a contrast test and come to a conclusion that m rather than τw is more crucial for the quality of reconstruction. And according to the different impact of these parameters we put forward an united algorithm of FNN (False Nearest Neighbors) and AD (Average Displacement) methods to select m and τ. Finally we apply our method to Rössler system and get satisfactory results.

源语言英语
主期刊名2011 International Conference on Information Science and Technology, ICIST 2011
589-591
页数3
DOI
出版状态已出版 - 2011
活动2011 International Conference on Information Science and Technology, ICIST 2011 - Nanjing, 中国
期限: 26 3月 201128 3月 2011

出版系列

姓名2011 International Conference on Information Science and Technology, ICIST 2011

会议

会议2011 International Conference on Information Science and Technology, ICIST 2011
国家/地区中国
Nanjing
时期26/03/1128/03/11

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