DocumentCode :
141285
Title :
Assessing complexity of heart rate variability in people with spinal cord injury using local scale exponents
Author :
Fuyuan Liao ; Brooks, Ian ; Chang-Wei Hsieh ; Rice, Ian M. ; Jankowska, Maria M. ; Yih-Kuen Jan
Author_Institution :
Henan Polytech. Univ., Jiaozuo, China
fYear :
2014
fDate :
26-30 Aug. 2014
Firstpage :
6381
Lastpage :
6384
Abstract :
Detrended fluctuation analysis (DFA) has been widely used to study dynamics of heart rate variability (HRV), which provides a quantitative parameter, the scaling exponent a, to represent the correlation properties of RR interval series. However, it has been demonstrated that HRV exhibits complex behavior that cannot be fully described by a single exponent. This study aimed to investigate whether local scale exponent α(t) with t being the time scale can reveal new features of HRV that cannot be reflected by DFA coefficients. To accurately estimate α(t), we developed an approach for correcting a(t) at small scales and verified the approach using simulated signals. We studied HRV in 12 subjects with spinal cord injury and 14 able-bodied controls during sitting and prone postures. The results showed that α(t) provides complementary views of HRV, suggesting that it may be used to evaluate the effects of SCI-induced autonomic damage on HRV.
Keywords :
electrocardiography; injuries; neurophysiology; DFA; HRV; RR interval series; SCI-induced autonomic damage; able-bodied control; detrended fluctuation analysis; heart rate variability complexity; local scale exponents; prone posture; quantitative parameter; sitting posture; spinal cord injury; Educational institutions; Fluctuations; Heart rate variability; Rail to rail inputs; Spinal cord injury; Time series analysis; Heart rate variability; local scale exponent; spinal cord injury;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2014.6945088
Filename :
6945088
Link To Document :
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