DocumentCode :
319795
Title :
Analysis of heart rate variability by Pisarenko harmonic decomposition
Author :
Severi, S. ; Cavalcanti, S. ; Paolini, F. ; Avanzolini, G.
Author_Institution :
Dipt. di Elettronica Inf. e Sistemistica, Bologna Univ., Italy
Volume :
4
fYear :
1996
fDate :
31 Oct-3 Nov 1996
Firstpage :
1658
Abstract :
The Pisarenko harmonic decomposition method for retrieving harmonies from a covariance function was used to analyse the heart rate variability signal. The study was conducted in order to evaluate the autonomic response to the hemodialysis treatment in two groups of hemodynamically-stable and unstable patients, comparing the frequency of the main oscillation embedded in the heart rate variability signals. The two groups resulted clearly separated by the value of this frequency: stable patients exhibited a frequency ranging in the LF band, whereas the unstable had a frequency lying in the HF band. This result is in accordance with those of the autoregressive spectral analysis, indicating a reduced sympathetic activation in hypotension-prone patients
Keywords :
electrocardiography; frequency-domain analysis; harmonic analysis; medical signal processing; spectral analysis; Pisarenko harmonic decomposition; autonomic response; covariance function; embedded main oscillation frequency; heart rate variability analysis; hemodialysis treatment; hemodynamically-stable patients; hemodynamically-unstable patients; Additive white noise; Cardiology; Frequency estimation; Hafnium; Harmonic analysis; Heart rate variability; Medical treatment; Sequences; Signal processing; Spectral analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
Conference_Location :
Amsterdam
Print_ISBN :
0-7803-3811-1
Type :
conf
DOI :
10.1109/IEMBS.1996.647599
Filename :
647599
Link To Document :
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