DocumentCode :
3742478
Title :
The heart sound de-noising method based on the wavelet packet and local noise estimation
Author :
Xiaobai Cai;Zufu Yang;Shoulin Li
Author_Institution :
China Rehabilitation Research Center, Beijing 100086, China
fYear :
2015
Firstpage :
428
Lastpage :
434
Abstract :
Heart sound is a kind of typical non-stationary weak signal. Heart sounds from clinical settings are unavoidably contaminated by some noise. The noise in heart sounds includes colored noise and white noise. A de-noising method is presented in this paper, which is based on a harmonic wavelet packet and adopts the methods of finding an optimal decomposing under the minimum entropy principle, selecting reasonable decomposing depths and estimating the local noise as de-noising thresholds. The experiment results show that the method is effective.
Keywords :
"Heart","Wavelet packets","Harmonic analysis","Fluctuations","Noise reduction"
Publisher :
ieee
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2015 8th International Conference on
Type :
conf
DOI :
10.1109/BMEI.2015.7401543
Filename :
7401543
Link To Document :
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