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dc.contributor.authorGarcía González, Miguel Ángel
dc.contributor.authorFernández Chimeno, Mireya
dc.contributor.authorRamos Castro, Juan José
dc.contributor.authorCapdevila, Lluis
dc.contributor.authorParrado, Eva
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica
dc.date.accessioned2015-03-18T15:36:23Z
dc.date.created2013-07
dc.date.issued2013-07
dc.identifier.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.
dc.identifier.issn0169-2607
dc.identifier.urihttp://hdl.handle.net/2117/26812
dc.description.abstractFractional 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.
dc.format.extent8 p.
dc.language.isoeng
dc.subjectÀrees temàtiques de la UPC::Enginyeria biomèdica::Electrònica biomèdica
dc.subject.lcshHeart beat
dc.subject.lcshHeart rate monitoring
dc.subject.otherHeart rate variability
dc.subject.otherFractional differintegration
dc.subject.otherFractional Gaussian noise
dc.titleAn application of fractional differintegration to heart rate variability time series
dc.typeArticle
dc.subject.lemacCor -- Batecs
dc.contributor.groupUniversitat Politècnica de Catalunya. IEB - Instrumentació Electrònica i Biomèdica
dc.identifier.doi10.1016/j.cmpb.2013.02.009
dc.description.peerreviewedPeer Reviewed
dc.relation.publisherversionhttp://www.sciencedirect.com/science/article/pii/S0169260713000618
dc.rights.accessRestricted access - publisher's policy
local.identifier.drac11756446
dc.description.versionPostprint (published version)
dc.date.lift10000-01-01
local.citation.authorGarcia, M.; Fernandez, M.; Ramos, J.; Capdevila, Ll.; Parrado, E.
local.citation.publicationNameComputer methods and programs in biomedicine
local.citation.volume111
local.citation.number1
local.citation.startingPage33
local.citation.endingPage40


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