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
fDate :
Aug. 28 2012-Sept. 1 2012
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;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6346791