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Estimating Hurst exponent with wavelet packet

Authors: Zhiguo Wang; Dechun Guo; Xi Li; Yuanchun Fei;

Estimating Hurst exponent with wavelet packet

Abstract

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

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
5
Average
Average
Average
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