Feature Extraction Using Multisignal Wavelet Transform Decom

Version 1.2.0.0 (191 KB) by Rami Khushaba
Multisignal Wavelet Transform Feature Extraction
4.0
(11)
7.1K Downloads
Updated 11 Mar 2020
View License on GitHub

A MATLAB function to extract 5 types of features from the wavelet transform coefficients from each node, these include: energy, variance, std, waveform length, and entropy. You can modify and extract any types of features as you need.

** You need the wavelet toolbox to run this code.

Cite As

Rami Khushaba (2024). Feature Extraction Using Multisignal Wavelet Transform Decom (https://github.com/RamiKhushaba/getmswtfeat), GitHub. Retrieved .

MATLAB Release Compatibility
Created with R2011b
Compatible with any release
Platform Compatibility
Windows macOS Linux
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Version Published Release Notes
1.2.0.0

Updated the code to work on multiple signals as the original was to process one signal at a time.
1.1.0.0

Entropy feature added.
1.0.0.0

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.