DocumentCode :
1786099
Title :
Interdependence of electroencephalographic and electrocardiographic power bands in human sleep
Author :
Chaparro-Vargas, Ramiro ; Malaekah, Emad ; Schilling, Claudia ; Schredl, Michael ; Cvetkovic, Dean
Author_Institution :
Sch. of Electr. & Comput. Eng., RMIT Univ., Melbourne, VIC, Australia
fYear :
2014
fDate :
26-28 May 2014
Firstpage :
1
Lastpage :
6
Abstract :
The estimation of functional interdependencies within the autonomous nervous system (ANS) has gained increasing importance to quantify the relationship between neuronal and cardiac activity. The present paper introduces a biomedical signal processing approach based on computational resources to serve as a supportive tool in the characterisation of sleep. By making use of linear methods and statistical tests upon 10 electroencephalographic (EEG) and electrocardiographic (ECG) overnight sleep recordings; the computation of cross-correlation and wavelet coherence is focused on finding distinguishable features amongst the testing subjects. The results demonstrate that mid-range neuronal oscillations (e.g.θ, α and ζ) interact with cardiac power bands at different levels, especially during unrelated REM sleep stages.
Keywords :
correlation methods; electrocardiography; electroencephalography; medical signal processing; neurophysiology; sleep; statistical analysis; wavelet transforms; ANS; EEG; autonomous nervous system; biomedical signal processing approach; cardiac activity; cardiac power bands; computational resources; cross-correlation; electrocardiographic overnight sleep recordings; electrocardiographic power bands; electroencephalographic overnight sleep recordings; electroencephalographic power bands; functional interdependencies; human sleep; linear methods; mid-range neuronal oscillations; neuronal activity; sleep characterisation; statistical tests; supportive tool; unrelated REM sleep stages; wavelet coherence; Coherence; Electroencephalography; Hafnium; Heart rate variability; Oscillators; Sleep; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biosignals and Biorobotics Conference (2014): Biosignals and Robotics for Better and Safer Living (BRC), 5th ISSNIP-IEEE
Conference_Location :
Salvador
Print_ISBN :
978-1-4799-5688-3
Type :
conf
DOI :
10.1109/BRC.2014.6880988
Filename :
6880988
Link To Document :
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