DocumentCode
2487786
Title
Amplitude-based central apnea screening
Author
Townsend, Daphne ; Goubran, Rafik ; Knoefel, Frank
Author_Institution
Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, ON, Canada
fYear
2011
fDate
30-31 May 2011
Firstpage
395
Lastpage
398
Abstract
Sleep apnea is an important health issue facing those with sleep-disordered breathing, and many challenges remain in terms of accessibility and affordability of screening methods. Using a pressure sensor array placed beneath the mattress for apnea detection would allow the monitoring and detection to take place in homes instead of in hospital and would be less obtrusive to the subject. This paper uses features of the variance signal to screen for central apneas using a non-contact sensor. A controlled experiment using an unobtrusive fiber optic pressure sensor array placed beneath the mattress yielded 11 participant files. This paper asses a proposed algorithm which applies a limit on the amplitude of the unbiased variance estimator for 10s window to determine the presence of apnea. The length of the moving variance window is varied as is the amplitude, to observe the detection rate as data is stratified by mattress type and lying position.
Keywords
biomedical equipment; fibre optic sensors; lung; medical disorders; pneumodynamics; pressure sensors; sensor arrays; amplitude-based central apnea screening; lying position; mattress type; noncontact sensor; sleep apnea; sleep-disordered breathing; unbiased variance estimator; unobtrusive fiber optic pressure sensor array; Arrays; Coils; Conferences; Monitoring; Sleep apnea; apnea classification; central apnea; pressure sensor array; unobtrusive sensors; variance;
fLanguage
English
Publisher
ieee
Conference_Titel
Medical Measurements and Applications Proceedings (MeMeA), 2011 IEEE International Workshop on
Conference_Location
Bari
Print_ISBN
978-1-4244-9336-4
Type
conf
DOI
10.1109/MeMeA.2011.5966723
Filename
5966723
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