• DocumentCode
    336319
  • Title

    Bispectral analysis in laser Doppler flowmetry signal processing

  • Author

    Alexopoulos, Vassilios ; Kollias, Stefanos

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Nat. Tech. Univ. of Athens, Greece
  • Volume
    3
  • fYear
    1997
  • fDate
    30 Oct-2 Nov 1997
  • Firstpage
    1134
  • Abstract
    This paper presents an application of higher order statistics and spectra to the problem of Laser Doppler Flowmetry (LDF) for microcirculation monitoring. The proposed signal processing technique computes the bispectra of LDF signals after appropriate pre-processing and extracts features which can be used for classification of the signals to a normal or patient category. Bispectra are defined in terms of the third-order moments of signals and are shown to contain valuable information for the above classification of LDF signals. Experimental studies, including LDF-signals from patients that have different pathologic characteristics are described and results are presented which illustrate the performance of the proposed approach
  • Keywords
    Doppler measurement; blood flow measurement; feature extraction; haemorheology; higher order statistics; laser applications in medicine; medical signal processing; patient monitoring; spectral analysis; Raynard´s phenomenon; bispectral analysis; higher order spectra; laser Doppler flowmetry signal processing; microcirculation monitoring; pathologic characteristics; signal classification; signal preprocessing; third-order moments; Additive noise; Biomedical signal processing; Blood; Data mining; Feature extraction; Higher order statistics; Patient monitoring; Phase detection; Signal analysis; Signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 1997. Proceedings of the 19th Annual International Conference of the IEEE
  • Conference_Location
    Chicago, IL
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-4262-3
  • Type

    conf

  • DOI
    10.1109/IEMBS.1997.756553
  • Filename
    756553