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Ballistocardiography for nonintrusive sleep structure estimation

Authors :
Da Woon Jung
Su Hwan Hwang
Won-Kyu Lee
Kwang Suk Park
Heenam Yoon
Source :
EMBC
Publication Year :
2014
Publisher :
IEEE, 2014.

Abstract

Based on the its nonintrusive characteristics, ballistocardiography(BCG) has applied in the estimation of sleep structure without attaching any sensors to the subject's body. Loadcell or polyvinylidenefluoride (PVDF) film sensors are installed on the mattress for the monitoring of BCG. BCG peak was detected and heart rate variability parameters are derived. Parameters representing sleep structure and quality are estimated using these parameters. Sleep efficiency, four stages of sleep structure and sleep onset latency are estimated and results are compared with the results derived from polysomnographic recording.

Details

Database :
OpenAIRE
Journal :
2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Accession number :
edsair.doi.dedup.....bea21d8a03b1b2d494c153dd2bdc08aa
Full Text :
https://doi.org/10.1109/embc.2014.6944793