DocumentCode :
1709380
Title :
Instantaneous changes in the heart rate variability during head-up tilt revealed by positive time-frequency distribution
Author :
Shah, S. Ismail ; Shusterman, Vladimir ; Aysin, Benhur ; Flanigan, Susanne ; Anderson, Kelley P.
Author_Institution :
Med. Center, Pittsburgh Univ., PA, USA
fYear :
1998
Firstpage :
253
Lastpage :
256
Abstract :
Energy distribution of the heart rate variability signal is perturbed in patients with impaired cardiac function compared to normal subjects (Li et al., 1997). We hypothesized that the energy distribution reflects the changes in autonomic regulation that are not exposed by conventional methods estimating the power in the empirically defined frequency ranges. To test this hypothesis instantaneous power changes in the heart rate variability signal were computed between 0.0025 and 0.25 Hz in 20 patients undergoing head-up tilting. Positive time frequency distribution (TFD) was obtained by the method of minimum cross entropy (Loughlin et al., 1994) that satisfies the time and frequency marginals. The distribution of power was calculated by separating the total frequency range into seven scales. Significant changes in the mean spectral power and its distribution were observed in those patients who experienced symptoms compared to those who were asymptomatic. We conclude that the loss of spectral power and changes in the power distribution revealed by positive TFD can be useful for assessment of physiological adaptation and diagnosis of the disorders related to autonomic imbalance
Keywords :
electrocardiography; medical signal processing; patient diagnosis; spectral analysis; time-frequency analysis; 0.0025 to 0.25 Hz; autonomic imbalance; autonomic regulation; diagnosis; energy distribution; head-up tilt; heart rate variability; impaired cardiac function; instantaneous changes; minimum cross entropy; physiological adaptation; positive time-frequency distribution; spectral power; Distributed computing; Electrocardiography; Entropy; Frequency estimation; Heart rate variability; Magnetic recording; Medical diagnostic imaging; Power distribution; Testing; Time frequency analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Time-Frequency and Time-Scale Analysis, 1998. Proceedings of the IEEE-SP International Symposium on
Conference_Location :
Pittsburgh, PA
Print_ISBN :
0-7803-5073-1
Type :
conf
DOI :
10.1109/TFSA.1998.721409
Filename :
721409
Link To Document :
بازگشت