Title :
Non stationary analysis of heart rate variability during the obstructive sleep apnea
Author :
Méndez, M.O. ; Bianchi, A.M. ; Cerutti, S.
Author_Institution :
Dept. of Biomedical Eng., Politecnico di Milano, Milan, Italy
Abstract :
Characteristic fluctuations of the heart rate are found during obstructive sleep apnea (OSA), bradycardia in apneonic phase and tachycardia at the recovery of ventilation. In order to assess its autonomic response, in this study, the time-frequency distribution of Born-Jordan and evolutive Poincare plots are used. From Physionet was taken a database with records of ECG and respiratory signals. During the OSA all spectral indexes presented oscillations correspondent to the changes between brady and tachycardia of the RR intervals as well as greater values than during control epochs. Born-Jordan distribution and evolutive Poincare plots could help to characterize and develop an index for the evaluation of OSA. Very low frequency could also be a good index of OSA.
Keywords :
Poincare mapping; electrocardiography; medical signal processing; pneumodynamics; sleep; time-frequency analysis; Born-Jordan distribution; ECG; Physionet; apneonic phase; bradycardia; evolutive Poincare plots; heart rate variability; nonstationary analysis; obstructive sleep apnea; tachycardia; time-frequency distribution; ventilation; Biomedical measurements; Databases; Electrocardiography; Fluctuations; Heart rate; Heart rate variability; Rhythm; Sleep apnea; Time frequency analysis; Ventilation; Born-Jordan distribution; Heart rate variability; Obstructive sleep apnea; Poincare´s plots;
Conference_Titel :
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-8439-3
DOI :
10.1109/IEMBS.2004.1403148