Extension of the heart timing signal to the HRV analysis in the presence of ectopic beats

Here, the Integral Pulse Frequency Modulation (IPFM) model has been extended to continuous time to model the premature resetting of the sino-atrial (SA) node when ectopic beats appear. Heart Timing (HT) signal is a precise representation of the Heart Rate Variability (HRV) according to the IPFM mode...

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Published in2000 Computers in Cardiology pp. 813 - 816
Main Authors Mateo, J., Laguna, P.
Format Conference Proceeding
LanguageEnglish
Published IEEE 2000
Subjects
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ISBN0780365577
9780780365575
ISSN0276-6547
DOI10.1109/CIC.2000.898649

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Abstract Here, the Integral Pulse Frequency Modulation (IPFM) model has been extended to continuous time to model the premature resetting of the sino-atrial (SA) node when ectopic beats appear. Heart Timing (HT) signal is a precise representation of the Heart Rate Variability (HRV) according to the IPFM model. A method based on the HT signal and the extended IPFM model is presented for reducing the spectral corruption generated by the ectopic beats. A white noise driven autoregressive (AR) model of a clinically normal HRV subject is taken to input the IPFM model and simulate the beat sequences to evaluate the new technique. The more usual methods of HRV Power Spectral Density (PSD) estimation are compared. Results show how the HT signal, with the proposed method for ectopic effect reduction, exhibits the lowest sensitivity to the ectopic beats presence, 20 times lower than the next best method.
AbstractList Here, the Integral Pulse Frequency Modulation (IPFM) model has been extended to continuous time to model the premature resetting of the sino-atrial (SA) node when ectopic beats appear. Heart Timing (HT) signal is a precise representation of the Heart Rate Variability (HRV) according to the IPFM model. A method based on the HT signal and the extended IPFM model is presented for reducing the spectral corruption generated by the ectopic beats. A white noise driven autoregressive (AR) model of a clinically normal HRV subject is taken to input the IPFM model and simulate the beat sequences to evaluate the new technique. The more usual methods of HRV Power Spectral Density (PSD) estimation are compared. Results show how the HT signal, with the proposed method for ectopic effect reduction, exhibits the lowest sensitivity to the ectopic beats presence, 20 times lower than the next best method.
Author Mateo, J.
Laguna, P.
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Snippet Here, the Integral Pulse Frequency Modulation (IPFM) model has been extended to continuous time to model the premature resetting of the sino-atrial (SA) node...
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StartPage 813
SubjectTerms Frequency estimation
Frequency modulation
Heart beat
Heart rate
Heart rate variability
Pulse modulation
Signal analysis
Signal generators
Timing
White noise
Title Extension of the heart timing signal to the HRV analysis in the presence of ectopic beats
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