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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Vydané v:	Heliyon Ročník 10; číslo 11; s. e31839
Hlavní autori:	He, Chunhua, Fang, Zewen, Liu, Shuibin, Wu, Heng, Li, Xiaoping, Wen, Yangxing, Lin, Juze
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	England Elsevier Ltd 15.06.2024 Elsevier
Predmet:	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
On-line prístup:	Získať plný text
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