Window Width Estimation And The Application Of The Windowed Wigner-Ville Distribution In The Analysis Of Heart Sounds And Murmurs

This paper looks at the analysis of heart sounds and murmur using time-frequency signal analysis. The techniques used are the Wigner-Ville distribution (WVD) and windowed Wigner-Ville distribution (WWVD) that belonged to the bilinear class of time-frequency distribution. These techniques developed t...

Full description

Bibliographic Details
Main Authors: Sha'ameri, Ahmad Zuri (Author), Salleh, Sh-Hussain (Author)
Format: Article
Language:English
Published: 2000-09-24.
Subjects:
Online Access:Get fulltext
LEADER 01507 am a22001453u 4500
001 1991
042 |a dc 
100 1 0 |a Sha'ameri, Ahmad Zuri  |e author 
700 1 0 |a Salleh, Sh-Hussain  |e author 
245 0 0 |a Window Width Estimation And The Application Of The Windowed Wigner-Ville Distribution In The Analysis Of Heart Sounds And Murmurs 
260 |c 2000-09-24. 
856 |z Get fulltext  |u http://eprints.utm.my/id/eprint/1991/1/AZuri2000_WindowWidthEstimationandtheApplication.pdf 
520 |a This paper looks at the analysis of heart sounds and murmur using time-frequency signal analysis. The techniques used are the Wigner-Ville distribution (WVD) and windowed Wigner-Ville distribution (WWVD) that belonged to the bilinear class of time-frequency distribution. These techniques developed to provide high-resolution time-frequency representation for time-varying signals. Due the nonlinear operation involved, interference terms are introduced in the time-frequency representation. The signals of interest are modeled as multicomponent signals and the characteristics of the signal in time-lag plane are observed. From the time-lag plane, the interference components are identified, and the appropriate window width is selected in the WWVD to remove the interference. Analysis results show that WWVD produces more accurate time-frequency representation compared to the WVD and the signal-to-interference is used to quantify the improvement 
546 |a en 
650 0 4 |a TK Electrical engineering. Electronics Nuclear engineering