Title :
Asymmetric intermittency observed in human heart rate dynamics
Author :
Kiyono, Ken ; Struzik, Zbigniew R. ; Hayano, Junihiro
Author_Institution :
Coll. of Eng., Nihon Univ., Koriyama, Japan
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
To gain a deeper understanding of intermittent fluctuations observed in complex, real-world systems, we propose positive- or negative-directional non-Gaussian statistics. As a numerical example of asymmetric intermittent fluctuations, we heuristically introduce a random cascade-type model. Using our method, it is demonstrated that the asymmetric properties of heart rate variability depend on aging. This provides new insight into the physiological mechanism controlling heart rate dynamics in health and in autonomic disorder.
Keywords :
cardiology; fluctuations; medical disorders; medical signal processing; physiological models; statistical analysis; aging; asymmetric intermittency; autonomic disorder; heart rate variability; human heart rate dynamics; intermittent fluctuations; negative-directional nonGaussian statistics; positive-directional nonGaussian statistics; random cascade-type model; Aging; Correlation; Heart rate variability; Indexes; Numerical models; Time series analysis; Adult; Age Distribution; Aged; Aged, 80 and over; Female; Health; Heart Rate; Humans; Male; Middle Aged; Normal Distribution; Young Adult;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6091908