Title :
Oscillations in the evaluation of fractal dimension of RR intervals time series
Author :
Diosdado, A. Muñoz ; Coyt, G. Gálvez ; Uribe, B. M Pérez
Author_Institution :
Dept. of Basic Sci., Inst. Politec. Nac., Mexico City, Mexico
fDate :
Aug. 31 2010-Sept. 4 2010
Abstract :
Previously, we have reported the presence of oscillations in the graphs we have used to evaluate the Higuchi´s fractal dimension in RR intervals time series of congestive heart failure (CHF) patients in the sleep phase but these oscillations hardly appear in all the six hours of the awake phase. In this paper we report the same analysis for heart rate time series for different groups of healthy subjects; we are looking for the presence of this kind of oscillations in other situations. We analyzed all the time series in the Exaggerated Heart Rate Oscillations database of Physionet during two meditation techniques: volunteers with spontaneous breathing, subjects in meditation, volunteers in a metronomic breathing group and elite athletes. We have found oscillations in the graphs of the Higuchi´s fractal dimension in the heart rate time series of subjects in meditation and metronomic breathing and this fact coincides with previous reported results.
Keywords :
cardiology; fractals; medical disorders; oscillations; patient diagnosis; pneumodynamics; time series; Exaggerated Heart Rate Oscillations database; Higuchi fractal dimension; Physionet; RR intervals time series; awake phase; congestive heart failure patients; elite athletes; heart rate time series; meditation technique; metronomic breathing group; oscillations; sleep phase; spontaneous breathing; Fractals; Heart beat; Oscillators; Sleep; Time series analysis; Adult; Algorithms; Biological Clocks; Computer Simulation; Female; Fractals; Heart Rate; Humans; Male; Middle Aged; Models, Cardiovascular; Young Adult;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5625941