FMCW Radar-based Sleep Posture Monitoring Through Logic and Deep Learning Methods

• Published in: IEEE/ACM International Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing pp. 586 - 591
• Main Authors: Fan, Mingyang, Ma, Jianhua, Ma, Muxin, Qi, Alex
• Format: Conference Proceeding
• Language: English; Japanese
• Published: IEEE 17.12.2023
• Subjects: Azimuth; CNN; Convolutional neural networks; Deep learning; Doppler radar; FMCW radar; logic; Proposals; Real-time systems; sleep posture; Social computing; WRTFT

In this study, we introduce a non-invasive approach for sleep posture monitoring based on Frequency-Modulated Continuous Wave (FMCW) radar. In contrast to prior research, our method employs a novel logic-based approach to analyze sleep postures during the entire sleep process using only one radar de...