DocumentCode
591361
Title
A novel index based on fractional calculus to assess the dynamics of heart rate variability: Changes due to Chi or Yoga meditations
Author
Gonzalez, M.A.G. ; Castro, J.J.R. ; Fernandez-Chimeno, M.
Author_Institution
Dept. of Electron. Eng., Tech. Univ. of Catalonia (UPC), Barcelona, Spain
fYear
2012
fDate
9-12 Sept. 2012
Firstpage
925
Lastpage
928
Abstract
The study aims to present and interpret a novel index based on fractional calculus (αc) and to assess differences in RR time series dynamics in subjects during meditation. Fractional differintegration (FDI) of a RR time series provides a new time series. αc is defined as the order of the FDI operator that provides the time series with minimum variance. Analyzed time series were obtained from the Exaggerated Heart Rate Oscillations During Two Meditation Techniques database. This database contains RR time series before and after Chi Meditation and Kundalini Yoga. It also contains recordings of elite athletes and healthy subjects while sleeping and during metronomic breathing at 0.25 Hz. αc is significantly higher during Chi or Yoga meditation when compared with the recordings before the meditation starts or in subjects while sleeping or during metronomic breathing.
Keywords
biomechanics; cardiology; differentiation; pneumodynamics; sleep; time series; Kundalini Yoga; RR time series dynamics; Tai Chi exercises; Yoga meditations; athletes; exaggerated heart rate oscillations; fractional calculus; fractional differintegration; heart rate variability dynamics; meditation technique database; metronomic breathing; sleeping; Fractional calculus; Heart rate variability; Indexes; Standards; Time series analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Computing in Cardiology (CinC), 2012
Conference_Location
Krakow
ISSN
2325-8861
Print_ISBN
978-1-4673-2076-4
Type
conf
Filename
6420546
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