DocumentCode
2504199
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
fYear
2011
fDate
Aug. 30 2011-Sept. 3 2011
Firstpage
7743
Lastpage
7746
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location
Boston, MA
ISSN
1557-170X
Print_ISBN
978-1-4244-4121-1
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2011.6091908
Filename
6091908
Link To Document