DocumentCode :
1848394
Title :
Local-Scale Analysis of Cardiovascular Signals by Detrended Fluctuations Analysis: Effects of Posture and Exercise
Author :
Castiglioni, P. ; Quintin, L. ; Civijian, A. ; Parati, G. ; Di Rienzo, M.
Author_Institution :
Fondazione Don Gnocchi Onlus, Milan
fYear :
2007
fDate :
22-26 Aug. 2007
Firstpage :
5035
Lastpage :
5038
Abstract :
The fractal structure of heart rate is usually quantified by estimating a short-term (alpha1) and a long-term (alpha2) scaling exponent by detrended fluctuations analysis (DFA). Evidence, however, has been provided that heart rate is a multifractal signal, better characterized by a large number of scaling exponents. Aim of this study is to verify whether two scaling exponents only from DFA provide a sufficiently accurate description of the possibly multifractal nature of cardiovascular signals. We measured ECG and finger arterial pressure in 33 volunteers for 10 minutes during each of 3 conditions: supine rest (SUP); sitting at rest (SIT); light physical exercise (EXE). DFA was applied on the beat-by-beat series of R-R interval (RRI) and mean arterial pressure (MAP). We then computed the local scaling exponent alpha(n), defined as the slope of the detrended fluctuation function F(n) around the beat scale n, in a log-log plot. If alpha1 and alpha2 correctly model the multiscale structure of blood pressure and heart rate, we should find that alpha(n) is constant over a short-term and a long-term range of beat scales. Results show that only the long-term alpha2 exponent provides a relatively good approximation of the multiscale structure of RRI and MAP. Moreover, posture and physical activity have important effects on local scaling exponents, and on the range of beat scales n where alpha(n) can be approximated by a constant alpha2 coefficient.
Keywords :
biomechanics; biomedical measurement; cardiovascular system; electrocardiography; fluctuations; fractals; mechanoception; ECG measurement; cardiovascular signals; detrended fluctuations analysis; finger arterial pressure; fractal structure; light physical exercise condition; local-scale analysis; log-log plot; long-term scaling exponents; multifractal nature; posture effects; short-term scaling exponents; sitting at rest conditions; supine rest conditions; Blood pressure; Cardiology; Doped fiber amplifiers; Electrocardiography; Fluctuations; Fractals; Heart rate; Pressure measurement; Rail to rail inputs; Signal analysis; Adult; Blood Pressure; Cardiovascular Physiological Phenomena; Exercise; Fractals; Heart; Heart Rate; Humans; Posture; Reference Values; Rest;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
ISSN :
1557-170X
Print_ISBN :
978-1-4244-0787-3
Type :
conf
DOI :
10.1109/IEMBS.2007.4353471
Filename :
4353471
Link To Document :
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