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NON-INTRUSIVE AND NON-CONTACT SLEEP MONITORING WITH SEISMOMETER

Abstract: 

Monitoring sleep quality and status is important to learn health condition for improvement and prevent sleep apnea. A bed-mounted seismometer system is proposed to monitor the heart and respiratory rates, and body movement and posture, during the sleep. To effectively monitor sleep status, an innovative local maxima statistics based approach and an instantaneous property based method are developed to estimate heart and respiratory rates, respectively. These methods are more robust and stable compared to previous works. Besides, algorithms for body movement and posture identification are also investigated based on instantaneous properties. A prototype system is demonstrated, showing great potentials in monitoring a person’s sleep status under different conditions.

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Paper Details

Authors:
Fangyu Li, Jose Clemente, WenZhan Song
Submitted On:
18 November 2018 - 4:25pm
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
Fangyu Li
Paper Code:
1290

Document Files

globalsip-sleep-monitoring.pdf

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[1] Fangyu Li, Jose Clemente, WenZhan Song, "NON-INTRUSIVE AND NON-CONTACT SLEEP MONITORING WITH SEISMOMETER", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/3681. Accessed: Sep. 18, 2019.
@article{3681-18,
url = {http://sigport.org/3681},
author = {Fangyu Li; Jose Clemente; WenZhan Song },
publisher = {IEEE SigPort},
title = {NON-INTRUSIVE AND NON-CONTACT SLEEP MONITORING WITH SEISMOMETER},
year = {2018} }
TY - EJOUR
T1 - NON-INTRUSIVE AND NON-CONTACT SLEEP MONITORING WITH SEISMOMETER
AU - Fangyu Li; Jose Clemente; WenZhan Song
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/3681
ER -
Fangyu Li, Jose Clemente, WenZhan Song. (2018). NON-INTRUSIVE AND NON-CONTACT SLEEP MONITORING WITH SEISMOMETER. IEEE SigPort. http://sigport.org/3681
Fangyu Li, Jose Clemente, WenZhan Song, 2018. NON-INTRUSIVE AND NON-CONTACT SLEEP MONITORING WITH SEISMOMETER. Available at: http://sigport.org/3681.
Fangyu Li, Jose Clemente, WenZhan Song. (2018). "NON-INTRUSIVE AND NON-CONTACT SLEEP MONITORING WITH SEISMOMETER." Web.
1. Fangyu Li, Jose Clemente, WenZhan Song. NON-INTRUSIVE AND NON-CONTACT SLEEP MONITORING WITH SEISMOMETER [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/3681