• DocumentCode
    2098619
  • Title

    Unobtrusive online monitoring of sleep at home

  • Author

    Paalasmaa, J. ; Waris, Mohammad ; Toivonen, H. ; Leppakorpi, L. ; Partinen, M.

  • Author_Institution
    Beddit.com Ltd., Espoo, Finland
  • fYear
    2012
  • fDate
    Aug. 28 2012-Sept. 1 2012
  • Firstpage
    3784
  • Lastpage
    3788
  • Abstract
    We describe an online sleep monitoring service, based on unobtrusive ballistocardiography (BCG) measurement in an ordinary bed. The novelty of the system is that the sleep tracking web application is based on measurements from a fully unobtrusive sensor. The BCG signal is measured with a piezoelectric film sensor under the mattress topper, and sent to the web server for analysis. Heart rate and respiratory variation, activity, sleep stages, and stress reactions are inferred based on the signal. The sleep information is presented to the user along with measurements of the sleeping environment (temperature, noise, luminosity) and user-logged tags (e.g. stress, alcohol, exercise). The approach is designed for long-term use at home, allowing users to follow the development of their sleep over months and years. The service has also a medical use, as sleep disorder patients can be measured for long periods before and after interventions.
  • Keywords
    Internet; bioelectric phenomena; biomedical equipment; biomedical measurement; medical disorders; medical signal processing; neurophysiology; patient monitoring; piezoelectric devices; piezoelectric thin films; pneumodynamics; sleep; thin film sensors; BCG measurement; BCG signal; fully unobtrusive sensor; heart rate; luminosity; mattress topper; noise; online sleep monitoring service; piezoelectric film sensor; respiratory variation; sleep disorder patients; sleep tracking web application; sleeping environment; stress reactions; temperature; unobtrusive ballistocardiography measurement; unobtrusive online monitoring; user-logged tags; web server; Heart rate variability; Monitoring; Sleep apnea; Stress; Temperature measurement; Ballistocardiography; Heart Rate; Humans; Internet; Monitoring, Physiologic; Online Systems; Respiration; Signal Processing, Computer-Assisted; Sleep; Telemetry; Time Factors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4119-8
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2012.6346791
  • Filename
    6346791