When wavelet meet HMM

Versione 1.0.0.0 (22,7 KB) da Su Dongcai
1D signal denoising and classification using WHMT
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3,2K download
Aggiornato 30 nov 2009

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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.

Cita come

Su Dongcai (2026). When wavelet meet HMM (https://it.mathworks.com/matlabcentral/fileexchange/25985-when-wavelet-meet-hmm), MATLAB Central File Exchange. Recuperato .

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