Rényi wavelet extropy of scaling signals

Recently, wavelet based informations tools are being used for fractals to unveil their complexities and providemore elaborate analyses. In this article, the time-domain definition of Rényi extropy is extended to the waveletdomain and a closed-form expression of this extropy for scaling signals of parameter (alfa) is obtained. Based on the theoretical results, wavelet Rényi q-extropy planes are obtained for various q and a range of the fractality parameter and, based on these, a complete characterization of the complexities of fractal signals based on Rényi extropies are obtained. Moreover, potential applications for fractal signal analysis are highlighted and useful relations amongst different wavelet Rényi extropy planes are provided.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-12-01
DOI
https://doi.org/10.5281/zenodo.14232536
Primary Topic
Complex Systems and Time Series Analysis
Type
article
Field-Weighted Citation Impact
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article

Rényi wavelet extropy of scaling signals

Zenodo (CERN European Organization for Nuclear Research)
Complex Systems and Time Series Analysis
article

Rényi wavelet extropy of scaling signals

article en

Abstract

Recently, wavelet based informations tools are being used for fractals to unveil their complexities and providemore elaborate analyses. In this article, the time-domain definition of Rényi extropy is extended to the waveletdomain and a closed-form expression of this extropy for scaling signals of parameter (alfa) is obtained. Based on the theoretical results, wavelet Rényi q-extropy planes are obtained for various q and a range of the fractality parameter and, based on these, a complete characterization of the complexities of fractal signals based on Rényi extropies are obtained. Moreover, potential applications for fractal signal analysis are highlighted and useful relations amongst different wavelet Rényi extropy planes are provided.

Zenodo (CERN European Organization for Nuclear Research)
University of Quintana Roo (MX), Universidad Autónoma del Estado de México (MX)
Industry, innovation and infrastructure
Openalex Percentile: Top 33%
Complex Systems and Time Series Analysis
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Rényi wavelet extropy of scaling signals · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS