Probability density functions distance and similarity

Version 1.0.4.0 (50,4 KB) von Preetham Manjunatha

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

https://github.com/preethamam/pdfsDistanceandSimilarity

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5.0

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105 Downloads

Aktualisiert 31 Mär 2023

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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.

Zitieren als

Preetham Manjunatha (2024). Probability density functions distance and similarity (https://github.com/preethamam/pdfsDistanceandSimilarity/releases/tag/1.0.4), GitHub. Abgerufen 19. April 2024.

Kompatibilität der MATLAB-Version

Erstellt mit R2020a

Kompatibel mit allen Versionen

Plattform-Kompatibilität

Windows macOS Linux

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Version	Veröffentlicht	Versionshinweise
1.0.4.0	31 Mär 2023	See release notes for this release on GitHub: https://github.com/preethamam/pdfsDistanceandSimilarity/releases/tag/1.0.4	Herunterladen
1.0.3	5 Aug 2021	See release notes for this release on GitHub: https://github.com/preethamam/pdfsDistanceandSimilarity/releases/tag/1.0.3	Herunterladen

Um Probleme in diesem GitHub Add-On anzuzeigen oder zu melden, besuchen Sie das GitHub Repository.