| Autor: |
Andrzej Rynkiewicz, Danuta Makowiec, Aleksandra Dudkowska, Rafal Galaska |
| Rok vydání: |
2009 |
| Předmět: |
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| Zdroj: |
Physica A: Statistical Mechanics and its Applications. 388:3486-3502 |
| ISSN: |
0378-4371 |
| DOI: |
10.1016/j.physa.2009.05.005 |
| Popis: |
Two popular estimators of multifractal properties: the Wavelet Transform Modulus Maxima method and Multifractal Detrended Fluctuation Analysis are applied to investigate signals consisting of normal RR-series in 39 healthy subjects and 90 patients suffering from systolic dysfunction of the left ventricle. However, differently from standards for multifractal analysis the scaling is performed separately in intervals corresponding to standard power spectral bands: low (LF), very low (VLF) and ultra low frequencies (ULF). Tests on fractional Brownian motions (fBm) are done to quantify properties of the estimators as detectors of monofractality in LF, VLF and ULF bands. Arguments are given that multifractal analysis of RR-series performed in these bands has a physiological meaning. The increased activation of the sympathetic nervous system caused by heart disease is detected evidently only by analysis in LF. The transition in multifractal characteristics between diurnal and nocturnal activity takes place when the analysis moves from LF and VLF to ULF. Only in ULF, the diurnal heart rate variability can be approximated by fBm with a self-similarity index of H = 0.20 . |
| Databáze: |
OpenAIRE |
| Externí odkaz: |
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