Title :
Multifractal estimators of short-time autonomic control of the heart rate
Author :
Danuta Makowiec;Rafa? Ga??ska;Andrzej Rynkiewicz;Joanna Wdowczyk-Szulc
Author_Institution :
Gda?sk University, Institute of Theoretical Physics and Astrophysics, 80-953, ul.Wita Stwosza 57, Poland
Abstract :
Understanding of real world phenomena needs to incorporate the fact that observations on different scales each carry essential information. Multifractal formalism is tested if it can work as a robust estimator of monofractal properties when scaling interval is consistent with low-frequency (LF) band of power spectral analysis used in estimates of heart rate variability. Tests with fractional Brownian motions are performed to validate two popular multifractal methods: Wavelet Transform Modulus Maxima (WTMM) and Multifractal Detrended Fluctuation Analysis. Only WTMM method passes the tests when scaling is limited to LF band. Then WTMM method is applied in analysis of short-time control processes driving the heart rate. The significant difference is found between multifractal spectra describing healthy hearts and hearts suffering from left ventricle systolic dysfunction.
Keywords :
"Fractals","Heart rate","Testing","Robustness","Spectral analysis","Heart rate variability","Brownian motion","Performance evaluation","Wavelet analysis","Wavelet transforms"
Conference_Titel :
Computer Science and Information Technology, 2009. IMCSIT ´09. International Multiconference on
Print_ISBN :
978-1-4244-5314-6
DOI :
10.1109/IMCSIT.2009.5352693