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
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