Complementary analysis to heart sounds while using the short time Fourier and the continuous wavelet transforms

被引:0
作者
Debbal, S.M. [1 ,2 ]
Bereksi-Reguig, F. [1 ]
机构
[1] Department of Electronic, Faculty of Science Engineering, University Aboubekr Belkaid Tlemcen, Tlemcen
[2] Genie-Biomedical Laboratory (GBM), Department of Electronic, University Aboubekr Belkaid Tlemcen, Tlemcen
关键词
Complementary analysis; CWT; S1; S2; S3; S4; Heart sounds; STFT;
D O I
10.4015/S1016237207000434
中图分类号
学科分类号
摘要
This paper presents the analysis and comparisons of the short time Fourier transform (STFT) and the continuous wavelet transform techniques (CWT) to the four sounds analysis (S1, S2, S3 and S4). It is found that the spectrogram short-time Fourier transform (STFT), cannot perfectly detect the internals components of these sounds that the continuous wavelet transform. However, the short time Fourier transform can provide correctly the extent of time and frequency of these four sounds. Thus, the STFT and the CWT techniques provide more features and characteristics of the sounds that will hemp physicians to obtain qualitative and quantitative measurements of the time-frequency characteristics. © 2007 National Taiwan University.
引用
收藏
页码:331 / 339
页数:8
相关论文
共 12 条
  • [1] Smith D., Craige E., Heart sounds: Toward a consensus regarding their origin, Am J Noninvas Cardiol, 2, pp. 169-179, (1988)
  • [2] Wigstrom L., Ebbers T., Fyrenius A., Karlsson M., Engvall J., Wranne B., Bolger A.F., Particle trace visualization of intracardiac flow using time-resolved 3D phase contrast MRI, Magn Reson Med, 41, pp. 793-799, (1999)
  • [3] Persson S., Engqvist J, Kardiologi: Hjärtsjukdomar hos vuxna, 5, (2003)
  • [4] Tilkian A.G., Conover M.B., Understanding Heart Sounds and Murmurs: With an Introduction to Lung Sounds, (2001)
  • [5] Novey D.N., Pencar M., Stang J.M., The guide to heart sounds: Normal and abnormal, (1990)
  • [6] Shaver J.A., Salerni R., Reddy P.S., Normal and abnormal heart sound in cardiac diagnosis. Part I: Systolic sounds, Curr Probl Cardiol, 10, 3, pp. 2-68, (1995)
  • [7] Leatham A., Auscultation and phonocardiography: A personal view of the past 40 years, Heart J, 57, pp. 397-403, (1987)
  • [8] Leung T.S., White P.R., Cook J., Collis W.B., Brown E., Salmon A.P., Analyze of the second heart sound for diagnosis of pediatric heart diseases, IEEE Proc Sci Meas Technol, 145, 6, pp. 285-290, (1998)
  • [9] Feigenil L.P., Physical characteristics of sound and hearing, Amer J Cardiol, 28, 2, pp. 130-133, (1971)
  • [10] Harris A., Sutton G., Towers M., Physiological and clinical aspects of cardiac auscultation, (1976)