Smart sleep monitoring: sparse sensor-based spatiotemporal CNN for sleep posture detection

• Main Authors: Hu, Dikun, Gao, Weidong, Ang, Kai Keng, Hu, Mengjiao, Chuai, Gang, Huang, Rong
• Other Authors: College of Computing and Data Science
• Format: Article
• Language: English
• Published: 2024
• Subjects: Computer and Information Science; Sparse sensor-based; Sleep posture detection
• Online Access: https://hdl.handle.net/10356/181549
• Institution: Nanyang Technological University

Sleep quality is heavily influenced by sleep posture, with research indicating that a supine posture can worsen obstructive sleep apnea (OSA) while lateral postures promote better sleep. For patients confined to beds, regular changes in posture are crucial to prevent the development of ulcers and be...