Publication:
A Sleep Monitoring System Using Force Sensor and an Accelerometer Sensor for Screening Sleep Apnea

dc.contributor.authorShongpun Lokaveeen_US
dc.contributor.authorVisasiri Tantrakulen_US
dc.contributor.authorJanejira Pengjiamen_US
dc.contributor.authorTeerakiat Kerdcharoenen_US
dc.contributor.otherRamathibodi Hospitalen_US
dc.contributor.otherMahidol Universityen_US
dc.date.accessioned2022-08-04T08:27:39Z
dc.date.available2022-08-04T08:27:39Z
dc.date.issued2021-01-21en_US
dc.description.abstractObstructive sleep apnea (OSA) is the essential cause of sleep-related breathing disorders in which breathing repeatedly stops and starts during sleep. Sleep-disordered breathing can affect our overall health, safety, and quality of life. This study was focused on the detection of sleep posture and sleep breathing disorder, by measuring the sensing response of a piezoelectric sensor installed on the mattress, pillowcase, and sleep apnea positional-Therapy device. In this work, we have developed a sleep monitoring system based on an unobtrusive method. The results of sleep efficiency, sleep pose, and sleep apnea was compared with the gold standard of sleep monitoring in-laboratory polysomnography (PSG). Linear regression of all results reveals strong correlations between our smart sleep system and the PSG device. This novel system has high efficiency as an alternative not only to monitor sleep but also to identify and treat abnormal breathing patterns by training to sleep on your side positions. It can help improve the quality of sleep and reduce snoring and sleep apnea.en_US
dc.identifier.citationKST 2021 - 2021 13th International Conference Knowledge and Smart Technology. (2021), 208-213en_US
dc.identifier.doi10.1109/KST51265.2021.9415835en_US
dc.identifier.other2-s2.0-85105848587en_US
dc.identifier.urihttps://repository.li.mahidol.ac.th/handle/123456789/76684
dc.rightsMahidol Universityen_US
dc.rights.holderSCOPUSen_US
dc.source.urihttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85105848587&origin=inwarden_US
dc.subjectComputer Scienceen_US
dc.titleA Sleep Monitoring System Using Force Sensor and an Accelerometer Sensor for Screening Sleep Apneaen_US
dc.typeConference Paperen_US
dspace.entity.typePublication
mu.datasource.scopushttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85105848587&origin=inwarden_US

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