When wavelet meet HMM
To duplicate results of the screenshot, please run:
test_WHMM
This script is an implementation of Reference [1], including 2 parts:
1. 1D signal denoising (page 9~11)
2. 1D random process(RP) classification (page 12)
Reference:
[1] Wavelet-Based Statistical Signal Processing Using Hidden Markov Models:
MS Crouse, RD Nowak, RG Baraniuk - IEEE transactions on signal processing, 1998 - dsp.rice.edu.
Available at:
http://scholarship.rice.edu/bitstream/handle/1911/19815/Cro1998Apr1Wavelet-Ba.PDF?sequence=1
Acknowledgment:
The author wish to thank Prof. Justin Romberg for his 'hmt1d' toolbox and
his kindly help of how to use it.
Cite As
Su Dongcai (2024). When wavelet meet HMM (https://www.mathworks.com/matlabcentral/fileexchange/25985-when-wavelet-meet-hmm), MATLAB Central File Exchange. Retrieved .
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Version | Published | Release Notes | |
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1.0.0.0 |