A smart detection method for sleep posture based on a flexible sleep monitoring belt and vital sign signals

People spend approximately one-third of their lives in sleep, but more and more people are suffering from sleep disorders. Sleep posture is closely related to sleep quality, so related detection is very significant. In our previous work, a smart flexible sleep monitoring belt with MEMS triaxial acce...

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Bibliographic Details
Published in:	Heliyon Vol. 10; no. 11; p. e31839
Main Authors:	He, Chunhua, Fang, Zewen, Liu, Shuibin, Wu, Heng, Li, Xiaoping, Wen, Yangxing, Lin, Juze
Format:	Journal Article
Language:	English
Published:	England Elsevier Ltd 15.06.2024 Elsevier
Subjects:	accelerometers decision support systems Feature extraction Machine learning posture sleep Sleep monitoring belt Sleep posture detection statistical analysis support vector machines Vital signals wavelet Feature extraction Sleep posture detection Sleep monitoring belt Vital signals Machine learning
ISSN:	2405-8440, 2405-8440
Online Access:	Get full text
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