Generalized Gaussian Distribution Improved Permutation Entropy: A New Measure for Complex Time Series Analysis

Generalized Gaussian Distribution Improved Permutation Entropy: A New Measure for Complex Time Series Analysis

To enhance the performance of entropy algorithms in analyzing complex time series, generalized Gaussian distribution improved permutation entropy (GGDIPE) and its multiscale variant (MGGDIPE) are proposed in this paper. First, the generalized Gaussian distribution cumulative distribution function is...

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Bibliographic Details
Main Authors: Kun Zheng, Hong-Seng Gan, Jun Kit Chaw, Sze-Hong Teh, Zhe Chen
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Entropy
Subjects:
improved permutation entropy
feature extraction
data analysis
Online Access:https://www.mdpi.com/1099-4300/26/11/960
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