DocumentCode
2360724
Title
A study of heart rate and brain system complexity and their interaction in sleep-deprived subjects
Author
Kokonozi, A.K. ; Michail, E.M. ; Chouvarda, I.C. ; Maglaveras, N.M.
Author_Institution
Aristotle Univ. of Thessaloniki, Thessaloniki
fYear
2008
fDate
14-17 Sept. 2008
Firstpage
969
Lastpage
971
Abstract
In this work we investigate the synchronization of the dynamic behaviour of heart rate (ECG) and brain (EEG) signals using sample entropy as a measure of complexity. EEG and ECG recordings were collected during experiment with sleep-deprived subjects exposed to real field driving conditions. The degree to which brain and heart complexity loose complexity in a synchronous manner, indicating a possible interaction between the two systems is investigated. Preliminary results obtained from the examination of four subjects show the existence of a weak-to-intermediate cross-correlation between these pairs of biological oscillators. Furthermore, the frequency content in both heart rate and brain signals was calculated via power spectrum analysis and the association of synchronisation patterns with prevalent frequencies in the two systems was investigated.
Keywords
bioelectric phenomena; biomedical measurement; correlation methods; electrocardiography; electroencephalography; entropy; medical signal detection; neurophysiology; sleep; spectral analysis; synchronisation; ECG recordings; EEG recordings; biological oscillator; brain signal; brain system complexity; electrocardiography; electroencephalography; heart rate dynamic behaviour; power spectrum analysis; sample entropy; sleep-deprived subjects; synchronisation pattern; weak-to-intermediate cross-correlation method; Band pass filters; Biomedical monitoring; Electrocardiography; Electroencephalography; Entropy; Frequency synchronization; Hafnium; Heart rate; Heart rate variability; Sleep;
fLanguage
English
Publisher
ieee
Conference_Titel
Computers in Cardiology, 2008
Conference_Location
Bologna
ISSN
0276-6547
Print_ISBN
978-1-4244-3706-1
Type
conf
DOI
10.1109/CIC.2008.4749205
Filename
4749205
Link To Document