Lt. Mainardi et al., ONLINE BEAT-TO-BEAT MONITORING OF SPECTRAL PARAMETERS OF HEART-RATE-VARIABILITY SIGNAL USING A POLE-TRACKING ALGORITHM, Methods of information in medicine, 33(1), 1994, pp. 85-88
Citations number
10
Categorie Soggetti
Medicine Miscellaneus","Computer Science Information Systems
Spectral parameters extracted from the heart rate variability (HRV) si
gnal are obtained on a beat-to-beat basis, following a procedure which
uses two recursive algorithms. In the first step of the procedure the
set of the AR model coefficients is updated each time a new RR value
is available. Then from the estimated AR model parameters, the new pos
ition of the poles of the model transfer function in the complex z-pla
ne is evaluated and, finally, through a residual calculation, it is po
ssible to calculate the spectral parameters which quantify the control
of the autonomic nervous system in assessing the cardiac frequency (i
.e., power and frequency of LF and HF components). The whole procedure
has first been tested on a simulated time series, in order to evaluat
e its performance in tracking the dynamic changes during different con
ditions; next the algorithms were employed in the study of the HRV sig
nal for continuous monitoring of non-stationary conditions.