Dual ultra-wideband (UWB) radar-based sleep posture recognition system: Towards ubiquitous sleep monitoring

Dual ultra-wideband (UWB) radar-based sleep posture recognition system: Towards ubiquitous sleep monitoring

Sleep posture monitoring is an essential assessment for obstructive sleep apnea (OSA) patients. The objective of this study is to develop a machine learning-based sleep posture recognition system using a dual ultra-wideband radar system. We collected radiofrequency data from two radars positioned ov...

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Bibliographic Details
Main Authors: Derek Ka-Hei Lai, Li-Wen Zha, Tommy Yau-Nam Leung, Andy Yiu-Chau Tam, Bryan Pak-Hei So, Hyo-Jung Lim, Daphne Sze Ki Cheung, Duo Wai-Chi Wong, James Chung-Wai Cheung
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2023-03-01
Series:Engineered Regeneration
Subjects:
Obstructive sleep apnea
Deep learning
Sleep monitoring
Feature extraction
Ablation study
Online Access:http://www.sciencedirect.com/science/article/pii/S2666138122000706

Internet

http://www.sciencedirect.com/science/article/pii/S2666138122000706

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