DocumentCode :
2412228
Title :
Pulse rate analysis in case of central sleep apnea: A new algorithm for cardiac rate estimation
Author :
Nguyen, Quang-Vinh ; Le Page, Ronan ; Goujon, Jean-Marc ; Guyader, Patrick ; Billon, Michel
Author_Institution :
CNRS, Ecole Nat. Super. des Sci. Appl. et de Technol., Lannion, France
fYear :
2009
fDate :
3-6 Sept. 2009
Firstpage :
5490
Lastpage :
5493
Abstract :
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 (real or simulated 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. Respiratory estimation is possible but is beyond the scope of this paper. 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.
Keywords :
bio-optics; demodulation; eigenvalues and eigenfunctions; electrocardiography; medical signal processing; plethysmography; pneumodynamics; sleep; spectral analysis; AM-FM demodulation; arterial pressure signal; breathing; cardiac rate estimation; central sleep apnea; pulse rate analysis; respiratory modulation; singular spectrum analysis eigenvalues; Algorithms; Blood Pressure; Blood Pressure Determination; Diagnosis, Computer-Assisted; Heart Rate; Humans; Reproducibility of Results; Respiratory Rate; Sensitivity and Specificity; Sleep Apnea Syndromes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
ISSN :
1557-170X
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2009.5334561
Filename :
5334561
Link To Document :
بازگشت