A Field-Programmable Gate Array-Based Adaptive Sleep Posture Analysis Accelerator for Real-Time Monitoring

• Published in: Sensors (Basel, Switzerland) Vol. 24; no. 22; p. 7104
• Main Authors: Sravanthi, Mangali, Gunturi, Sravan Kumar, Chinnaiah, Mangali Chinna, Lam, Siew-Kei, Divya Vani, G., Basha, Mudasar, Janardhan, Narambhatla, Hari Krishna, Dodde, Dubey, Sanjay
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 01.11.2024; MDPI
• Subjects: Accelerometry - instrumentation; adaptive posture analysis; Algorithms; Data processing; Design and construction; Digital integrated circuits; Edge computing; Field programmable gate arrays; FPGA; Health aspects; Humans; Learning; Medical research; Methods; Monitoring, Physiologic - instrumentation; Monitoring, Physiologic - methods; Posture; Posture - physiology; sensor fusion; Sensors; Sleep; Sleep - physiology; Sleep disorders; sleep posture recognition; India; sensor fusion; adaptive posture analysis; FPGA; sleep posture recognition

This research presents a sleep posture monitoring system designed to assist the elderly and patient attendees. Monitoring sleep posture in real time is challenging, and this approach introduces hardware-based edge computation methods. Initially, we detected the postures using minimally optimized sen...