• DocumentCode
    1996098
  • Title

    Time-frequency cardiac passive acoustic localization

  • Author

    Bahadirlar, Y. ; Gulcur, H.O.

  • Author_Institution
    TUBITAK Marmara Res. Center, Inf. Technol. Res. Inst., Kocaeli, Turkey
  • Volume
    2
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    1850
  • Abstract
    In a previous work, the authors have used a novel, radically different approach based on concurrent multi-sensor array measurements and "super-resolution" array processing scheme for phonocardiographic signals. Using a specially designed passive acoustic array, acoustic "images" corresponding to the various distinct phases of the heartbeat were obtained. In this paper, this approach is extended using a novel framework, called Time-Frequency Cardiac Passive Acoustic Localization (TF-CARDIOPAL). The Choi-Williams distribution is utilized to calculate a spatial time-frequency matrix to characterize the spatial time-frequency distribution for the nonstationary array signals. Distinctive components of this matrix on the time-frequency plane yield important clues on possible source locations in the heart. This finding has been used in extracting localization information from the first heart sound signals from a healthy human subject. Meaningful source localization results that are well correlated with the mechanical activation of the heart are obtained.
  • Keywords
    acoustic signal processing; array signal processing; bioacoustics; cardiology; medical signal processing; probability; signal representation; time-frequency analysis; 2D distribution; Choi-Williams distribution; MUSIC algorithm; acoustic array signal model; array processing; cardiac acoustic imaging; cardiac passive acoustic localization; heart sounds; nonstationary array signals; passive acoustic array; phonocardiographic signals; spatial time-frequency matrix; time-frequency distributions; Acoustic arrays; Acoustic measurements; Array signal processing; Heart beat; Phased arrays; Position measurement; Signal processing; Signal resolution; Spatial resolution; Time frequency analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-7211-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2001.1020583
  • Filename
    1020583