Probability density functions distance and similarity

Version 1.0.4.0 (50,4 ko) par Preetham Manjunatha

Measures the distances and similarities between two probability density functions of signals.

https://github.com/preethamam/pdfsDistanceandSimilarity

Suivre

5.0

(1)

106 téléchargements

Mise à jour 31 mars 2023

Afficher la licence sur GitHub

Introduction

Measures the distances and similarities between two probability density functions of signals. The distances and similarities presented in the paper "Cha, Sung-Hyuk. Comprehensive survey on distance/similarity measures between probability density functions. City 1, no. 2 (2007): 1" are implemented here.

It is highly recommended to read the cited reference. Please note that some of the distances and similarities are NaN due to the division by zero and the log of zero. These cases deserve special attention.

Quick Pipeline Visualization

Example: Signals and PDFs.

Figures of signals 1 and 2 and its PDFs

Requirements

MATLAB

Feedback

Please rate and provide feedback for the further improvements.

Citation pour cette source

Preetham Manjunatha (2024). Probability density functions distance and similarity (https://github.com/preethamam/pdfsDistanceandSimilarity/releases/tag/1.0.4), GitHub. Récupéré le avril 24, 2024.

Compatibilité avec les versions de MATLAB

Créé avec R2020a

Compatible avec toutes les versions

Plateformes compatibles

Windows macOS Linux

Tags Ajouter des tags

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Version	Publié le	Notes de version
1.0.4.0	31 mars 2023	See release notes for this release on GitHub: https://github.com/preethamam/pdfsDistanceandSimilarity/releases/tag/1.0.4	Télécharger
1.0.3	5 août 2021	See release notes for this release on GitHub: https://github.com/preethamam/pdfsDistanceandSimilarity/releases/tag/1.0.3	Télécharger

Pour consulter ou signaler des problèmes liés à ce module complémentaire GitHub, accédez au dépôt GitHub.