• 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