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Probability density functions distance and similarity

version 1.0.3 (15.6 KB) by Preetham Manjunatha
Measures the distances and similarities between two probability density functions of signals.

23 Downloads

Updated 05 Aug 2021

From GitHub

View license on 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
pdfs

Requirements

MATLAB

MATLAB Central

View Probability density functions distance and similarity on File Exchange

Cite As

Preetham Manjunatha (2021). Probability density functions distance and similarity (https://github.com/preethamam/pdfsDistanceandSimilarity/releases/tag/1.0.3), GitHub. Retrieved .

MATLAB Release Compatibility
Created with R2020a
Compatible with any release
Platform Compatibility
Windows macOS Linux

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To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.