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Time-Frequency Analysis Of Heart Sounds Using Windowed And Smooth Windowed Wigner-Ville Distribution

Heart sounds and murmurs are time-varying signals that would best be analyzed using time-frequency analysis. Windowed Wigner-Ville distribution (WWVD) and smooth windowed Wigner-Ville distribution (SWWVD) are used to obtain the timefiequency representation (TFR) of the signal. Determination of par...

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Main Authors: Daliman, Shaparas, Sha'ameri, Ahmad Zuri
Format: Article
Language:English
Published: 2003
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://eprints.utm.my/id/eprint/2002/1/article177.pdf
http://eprints.utm.my/id/eprint/2002/
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spelling my.utm.20022017-09-10T05:30:12Z http://eprints.utm.my/id/eprint/2002/ Time-Frequency Analysis Of Heart Sounds Using Windowed And Smooth Windowed Wigner-Ville Distribution Daliman, Shaparas Sha'ameri, Ahmad Zuri TK Electrical engineering. Electronics Nuclear engineering Heart sounds and murmurs are time-varying signals that would best be analyzed using time-frequency analysis. Windowed Wigner-Ville distribution (WWVD) and smooth windowed Wigner-Ville distribution (SWWVD) are used to obtain the timefiequency representation (TFR) of the signal. Determination of parameter setting of WWVD and SWWVD will eliminate the cross-terms and improve TFR. The accuracy of TFR will be determined based on the maiulohe width and signal-to-interference ratio. It is found that the most accurate TFR can be achieved using SWWVD. 2003 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/2002/1/article177.pdf Daliman, Shaparas and Sha'ameri, Ahmad Zuri (2003) Time-Frequency Analysis Of Heart Sounds Using Windowed And Smooth Windowed Wigner-Ville Distribution. Signal Processing and Its Applications, 2003. Proceedings. Seventh International Symposium on . pp. 625-626.
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Daliman, Shaparas
Sha'ameri, Ahmad Zuri
Time-Frequency Analysis Of Heart Sounds Using Windowed And Smooth Windowed Wigner-Ville Distribution
description Heart sounds and murmurs are time-varying signals that would best be analyzed using time-frequency analysis. Windowed Wigner-Ville distribution (WWVD) and smooth windowed Wigner-Ville distribution (SWWVD) are used to obtain the timefiequency representation (TFR) of the signal. Determination of parameter setting of WWVD and SWWVD will eliminate the cross-terms and improve TFR. The accuracy of TFR will be determined based on the maiulohe width and signal-to-interference ratio. It is found that the most accurate TFR can be achieved using SWWVD.
format Article
author Daliman, Shaparas
Sha'ameri, Ahmad Zuri
author_facet Daliman, Shaparas
Sha'ameri, Ahmad Zuri
author_sort Daliman, Shaparas
title Time-Frequency Analysis Of Heart Sounds Using Windowed And Smooth Windowed Wigner-Ville Distribution
title_short Time-Frequency Analysis Of Heart Sounds Using Windowed And Smooth Windowed Wigner-Ville Distribution
title_full Time-Frequency Analysis Of Heart Sounds Using Windowed And Smooth Windowed Wigner-Ville Distribution
title_fullStr Time-Frequency Analysis Of Heart Sounds Using Windowed And Smooth Windowed Wigner-Ville Distribution
title_full_unstemmed Time-Frequency Analysis Of Heart Sounds Using Windowed And Smooth Windowed Wigner-Ville Distribution
title_sort time-frequency analysis of heart sounds using windowed and smooth windowed wigner-ville distribution
publishDate 2003
url http://eprints.utm.my/id/eprint/2002/1/article177.pdf
http://eprints.utm.my/id/eprint/2002/
_version_ 1643643475133988864
score 13.18916

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