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
Link To Document :
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