DocumentCode
3495510
Title
Monitoring respiration by using fiber-optic interferomtery and maximum a posteriori estimation
Author
Zazula, D. ; Sprager, S.
Author_Institution
Fac. of EE & CSunobtrusive, Univ. of Maribor, Maribor, Slovenia
fYear
2013
fDate
9-12 Sept. 2013
Firstpage
1
Lastpage
5
Abstract
This paper reveals a novel approach to recognize respiration events by using an unobtrusive fiber-optic sensor. When the optical fiber is in a direct or indirect contact with human body, it detects weak contributions of vital signs. After a demodulation of fiber-optic signal, breathing can be sorted out by observing variations of heartbeat amplitudes. Introduced into a maximum a posteriori (MAP) estimation, it can locate time instants of inspirations and expirations. Estimates in experiments conducted after submaximal exercise tests in 14 young healthy subjects yield overall sensitivity 94.4±5.62% and overall precision 96.02±2.26% for inspirations. Overall mean absolute error of the inspiration onsets equals 260±143 ms. Similar figures apply to expirations.
Keywords
fibre optic sensors; light interferometry; maximum likelihood estimation; medical signal detection; medical signal processing; patient monitoring; pneumodynamics; MAP estimation; breathing; expiration onsets; expiration time instant; fiber optic sensor; fiber optic signal demodulation; fiber-optic interferomtery; heartbeat amplitude variations; indirect optical fiber contact; inspiration onsets; inspiration time instant; maximum a posteriori estimation; optical fiber-human body contact; respiration event recognition; respiration monitoring; submaximal exercise tests; vital sign detection; Heart beat; Monitoring; Optical fiber networks; Optical fiber sensors; Optical fibers; Optical interferometry; Sensitivity; maximum a posteriori probability; respiration detection; signal processing; statistical estimation; unobtrusive human monitoring;
fLanguage
English
Publisher
ieee
Conference_Titel
AFRICON, 2013
Conference_Location
Pointe-Aux-Piments
ISSN
2153-0025
Print_ISBN
978-1-4673-5940-5
Type
conf
DOI
10.1109/AFRCON.2013.6757750
Filename
6757750
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