Estimating hurst exponent with wavelet packet

Zhiguo Wang*, Dechun Guo, Xi Li, Yuanchun Fei

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

9 引用 (Scopus)

摘要

Applied in many areas, from original hydrology to modern computer networking, Hurst exponent provides us with an indicator that the analyzed data is a completely random process or has underlying trends. But a good estimation of Hurst exponent remains complicated as R/S algorithm shows. Recurring to fractal mathematics, especially the research on fractal Brownian motion (fBm), wavelet packet transform is introduced to estimate Hurst exponent. Compared with wavelet transform and other estimating methods, the wavelet packet algorithm is found able to provide more accurate result. And another advantage of wavelet packet is the extensive choice of available analyzing wavelet filter functions.

源语言英语
主期刊名2006 7th International Conference on Computer-Aided Industrial Design and Conceptual Design, CAIDC
DOI
出版状态已出版 - 2006
活动2006 7th International Conference on Computer-Aided Industrial Design and Conceptual Design, CAIDC - Hangzhou, 中国
期限: 17 11月 200619 11月 2006

出版系列

姓名2006 7th International Conference on Computer-Aided Industrial Design and Conceptual Design, CAIDC

会议

会议2006 7th International Conference on Computer-Aided Industrial Design and Conceptual Design, CAIDC
国家/地区中国
Hangzhou
时期17/11/0619/11/06

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