• DocumentCode
    2882912
  • Title

    Using wavelet transform reassignment techniques for ECG characterisation

  • Author

    Clifton, D. ; Addison, P.S. ; Stiles, M.K. ; Legarreta, I. Romero ; Grubb, N. ; Watson, J.N. ; Clegg, G.R. ; Robertson, C.E.

  • Author_Institution
    CardioDigital Ltd., Edinburgh, UK
  • fYear
    2003
  • fDate
    21-24 Sept. 2003
  • Firstpage
    581
  • Lastpage
    584
  • Abstract
    Reassignment, a technique which sharpens the time frequency information within the time-frequency plane, can be applied to the wavelet transform to produce a more succinct, highly focused, representation. In this paper this technique is applied to interrogate and represent heart rate variation recorded by means of temporary reprogramming of a volunteer´s pacemakers. The work has shown that the reassignment technique is capable of extracting subtle features, and in particular, providing enhanced temporal isolation, from components that were not readily observable in the wavelet scalogram alone.
  • Keywords
    electrocardiography; feature extraction; medical signal processing; pacemakers; signal representation; time-frequency analysis; wavelet transforms; ECG characterisation; enhanced temporal isolation; feature extraction; heart rate variation representation; pacemakers; time-frequency plane; wavelet transform reassignment techniques; Accidents; Cardiology; Continuous wavelet transforms; Electrocardiography; Feature extraction; Heart rate variability; Signal analysis; Switches; Time frequency analysis; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 2003
  • ISSN
    0276-6547
  • Print_ISBN
    0-7803-8170-X
  • Type

    conf

  • DOI
    10.1109/CIC.2003.1291222
  • Filename
    1291222