• DocumentCode
    2359605
  • Title

    Correlation between multifractal spectrum based on wavelet leaders and T-wave alternans

  • Author

    Cardo, R. ; Corvalán, A.

  • Author_Institution
    Inst. del Desarrollo Humano, Univ. Nac. de Gen. Sarmiento, Buenos Aires
  • fYear
    2008
  • fDate
    14-17 Sept. 2008
  • Firstpage
    749
  • Lastpage
    752
  • Abstract
    In this work we analyze the correlation of the appearing T-wave alternans (TWA) with the shape (range) of the multifractal spectra of the ECG signals obtained with wavelet leaders based methods. A non-null correlation between the TWA occurring and lesser values for the Holder exponent of maximum dimension has been observed, in agreement with the idea that the projection of TWA must have a non-despicable contribution in the higher scales of the multiresolution analysis of the signal. We are developing new algorithms capable to deal with non-concave multifractal spectra based in wavelet leaders projections, instead of existing methods that only gives concave spectra. These new algorithms will give a finer resolution of Holder component of the signal and we hope that this richer information about the sharpness of the signal will allow better estimations of the magnitude of TWA and a closer relation between multifractal spectra and TWA occurring.
  • Keywords
    bioelectric phenomena; electrocardiography; medical signal processing; signal resolution; spectral analysis; wavelet transforms; ECG signal; Holder exponent; T-wave alternans; TWA projection; multiresolution analysis; nonconcave multifractal spectrum; nondespicable contribution; wavelet leader; Electrocardiography; Fractals; Multiresolution analysis; Pattern analysis; Polynomials; Shape; Signal analysis; Signal resolution; Testing; Wavelet analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 2008
  • Conference_Location
    Bologna
  • ISSN
    0276-6547
  • Print_ISBN
    978-1-4244-3706-1
  • Type

    conf

  • DOI
    10.1109/CIC.2008.4749150
  • Filename
    4749150