DocumentCode :
3028641
Title :
Wavelet Transform Based Abnormality Analysis of Heart Sound
Author :
Vikhe, P.S. ; Hamde, S.T. ; Nehe, N.S.
Author_Institution :
S.G.G.S.I.E.&T., Vishnupuri, India
fYear :
2009
fDate :
28-29 Dec. 2009
Firstpage :
367
Lastpage :
371
Abstract :
This paper is concerned with the analysis of the first (S1) and second (S2) heart sound of the Phonocardiogram signal (PCG) using Discrete Wavelet Transform (DWT) and Continuous Wavelet Transform (CWT). The second heart sound S2 consists of two major components A2 and P2. The time delay between them plays very vital role in medical diagnosis. DWT is used for denoising and finding the best split of A2 and P2 components of S2, where as, CWT is used to determine the number of frequency components of S1 and S2. Experiments are performed on normal and pathological PCG signals. Denoising and finding split between A2 and P2 is carried out using DWT. The frequency components of S1 and S2 of PCG are determined using CWT. Also split between A2 and P2 have been measured using CWT.
Keywords :
acoustic signal processing; audio signal processing; cardiology; discrete wavelet transforms; medical signal processing; signal denoising; CWT; DWT; continuous wavelet transform; denoising; discrete wavelet transform; first heart sound analysis; heart sound abnormality analysis; medical diagnosis; normal PCG signals; pathological PCG signals; phonocardiogram signal; second heart sound A2-P2 time delay; second heart sound analysis; Continuous wavelet transforms; Delay effects; Discrete wavelet transforms; Frequency; Heart; Medical diagnosis; Noise reduction; Signal analysis; Wavelet analysis; Wavelet transforms; Heart Sounds; Phonocardiogram; Wavelet Transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advances in Computing, Control, & Telecommunication Technologies, 2009. ACT '09. International Conference on
Conference_Location :
Trivandrum, Kerala
Print_ISBN :
978-1-4244-5321-4
Electronic_ISBN :
978-0-7695-3915-7
Type :
conf
DOI :
10.1109/ACT.2009.97
Filename :
5376630
Link To Document :
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