• DocumentCode
    3544905
  • Title

    Diagnostic application of a universal kernel to time-frequency energy distribution of ECG signals

  • Author

    Tagluk, M.E. ; English, M.J. ; Vincent, R.

  • Author_Institution
    Sch. of Eng., Sussex Univ., Brighton, UK
  • fYear
    1997
  • fDate
    7-10 Sep 1997
  • Firstpage
    395
  • Lastpage
    398
  • Abstract
    Time-frequency representation (TFR) is a way of describing the time-variant energy of a signal. Cohen´s class of distributions is one of the most commonly used methods for generating TFRs. A universal kernel (UK) function that is capable of filtering out any cross terms occurring in the Wigner-Ville distribution (WVD) is proposed for time-variant energy distribution of ECG signals. The proposed technique promises detection of low level potentials occurring in an abnormal ECG pattern. Also, TFR images of filtered WVD of ECGs show potential in diagnostic applications
  • Keywords
    electrocardiography; medical signal processing; time-frequency analysis; Cohen´s class; ECG signals time-frequency energy distribution; Wigner-Ville distribution; diagnostic applications; electrodiagnostics; low level potentials; universal kernel function; Biomedical engineering; Biomedical imaging; Electrocardiography; Filtering; Kernel; Medical diagnostic imaging; Power engineering and energy; Signal analysis; Time domain analysis; Time frequency analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology 1997
  • Conference_Location
    Lund
  • ISSN
    0276-6547
  • Print_ISBN
    0-7803-4445-6
  • Type

    conf

  • DOI
    10.1109/CIC.1997.647916
  • Filename
    647916