Sleep postures monitoring based on capacitively coupled electrodes and deep recurrent neural networks

Sleep postures monitoring based on capacitively coupled electrodes and deep recurrent neural networks

Abstract Background Capacitively coupled electrode (CC electrode), as a non-contact and unobtrusive technology for measuring physiological signals, has been widely applied in sleep monitoring scenarios. The most common implementation is capacitive electrocardiogram (cECG) that could provide useful c...

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Bibliographic Details
Main Authors: Shun Peng, Yang Li, Rui Cui, Ke Xu, Yonglin Wu, Ming Huang, Chenyun Dai, Toshiyo Tamur, Subhas Mukhopadhyay, Chen Chen, Wei Chen
Format: Article
Language:English
Published: BMC 2022-10-01
Series:BioMedical Engineering OnLine
Subjects:
Capacitively coupled electrode
Sleep posture
Capacitive electrocardiogram
Recurrent neural network
Online Access:https://doi.org/10.1186/s12938-022-01031-5

Internet

https://doi.org/10.1186/s12938-022-01031-5

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