Title :
Ballistocardiography for nonintrusive sleep structure estimation
Author :
Kwang Suk Park ; Su Hwan Hwang ; Da Woon Jung ; Hee Nam Yoon ; Won Kyu Lee
Author_Institution :
Dept. of Biomed. Eng., Seoul Nat. Univ., Seoul, South Korea
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.
Keywords :
biomedical equipment; biomedical measurement; cardiology; feature extraction; force sensors; furniture; medical signal detection; medical signal processing; neurophysiology; parameter estimation; patient monitoring; polymer films; sleep; BCG monitoring; BCG peak detection; PVDF film sensors; ballistocardiography; heart rate variability parameter; load cell; mattress; nonintrusive sleep structure estimation; polysomnographic recording; polyvinylidenefluoride film sensors; sleep efficiency estimation; sleep onset latency estimation; sleep quality parameter estimation; Biomedical monitoring; Blood pressure; Electrocardiography; Estimation; Heart rate; Sleep apnea;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6944793