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An application of fractional differintegration to heart rate variability time series

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10.1016/j.cmpb.2013.02.009
 
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hdl:2117/26812

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García González, Miguel ÁngelMés informacióMés informacióMés informació
Fernández Chimeno, MireyaMés informacióMés informacióMés informació
Ramos Castro, Juan JoséMés informacióMés informacióMés informació
Capdevila, Lluis
Parrado, Eva
Document typeArticle
Defense date2013-07
Rights accessRestricted access - publisher's policy
All rights reserved. This work is protected by the corresponding intellectual and industrial property rights. Without prejudice to any existing legal exemptions, reproduction, distribution, public communication or transformation of this work are prohibited without permission of the copyright holder
Abstract
Fractional differintegration is used as a new tool to characterize heart rate variability time series. This paper proposes and focuses in two indexes (ac and fnQ) derived from the fractional differintegration operator. Both indexes are applied to fractional Gaussian noise (fGn) and actual RR time series in order to test their behavior. In the analysis of monofractal time series, ac is linearly related with the Hurst exponent and the estimation of the exponent by the proposed index has lower variance than by using Detrended Fluctuation Analysis (DFA) or the periodogram. The other index fnQ quantifies how the time series adjust to a monofractal time series. Age, postural changes and paced breathing cause significant changes on fnQ while ac only shows significant changes due to posture. In the analyzed actual HRV time series, ac shows good correlation with the short term scaling exponent obtained by DFA, LF/HF and RMSSD while no correlations have been found for fnQ.
CitationGarcia, M. [et al.]. An application of fractional differintegration to heart rate variability time series. "Computer methods and programs in biomedicine", Juliol 2013, vol. 111, núm. 1, p. 33-40. 
URIhttp://hdl.handle.net/2117/26812
DOI10.1016/j.cmpb.2013.02.009
ISSN0169-2607
Publisher versionhttp://www.sciencedirect.com/science/article/pii/S0169260713000618
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  • IEB - Instrumentació Electrònica i Biomèdica - Articles de revista [135]
  • Departament d'Enginyeria Electrònica - Articles de revista [1.608]
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