Pulse Rate Analysis in Case of Central Sleep Apnea: A New Algorithm for Cardiac Rate Estimation - Archive ouverte HAL
Communication Dans Un Congrès Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE Année : 2009

Pulse Rate Analysis in Case of Central Sleep Apnea: A New Algorithm for Cardiac Rate Estimation

Résumé

This paper first describes the AM-FM demodulation of an arterial pressure signal. Although it is known to be efficient on signals modulated by breathing, we demonstrate that in case of lack of respiratory modulation (central sleep apnea), the AM-FM algorithm doesn't perform well in heart rate extraction. We introduce then a new algorithm based on Singular Spectrum Analysis eigen values which performs better cardiac frequency estimation in this context. The error for cardiac frequency estimation is around 0.2 BPM (Beats Per Minute) versus 5.5 BPM for the AM-FM demodulation. Further experimentations will be performed (with this time both cardiac and respiratory assessments) and will deal with real sleep apnea cases.
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Dates et versions

hal-00480374 , version 1 (05-05-2010)

Identifiants

  • HAL Id : hal-00480374 , version 1

Citer

Quang Huy Nguyen, Ronan Le Page, Jean-Marc Goujon, Patrick Guyader, Michel Billon. Pulse Rate Analysis in Case of Central Sleep Apnea: A New Algorithm for Cardiac Rate Estimation. 31st annual international conference on Engineering in Medicine and Biology Society (EMBS 2009), Sep 2009, Minneapolis, MN, United States. pp.5490-5493. ⟨hal-00480374⟩
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