sleep monitoring
3 articles on sleep monitoring.

Smart Home Health Monitoring Integration: Blood Pressure, Glucose, and Sleep Tracking for Elderly
Integrating 3 key health metrics — blood pressure, blood glucose, and sleep quality — into a Smart Home system with LINE Notify alerts and family dashboard for elderly living alone.
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Nighttime Safety Protocol: What Smart Home Must Do for Elderly Between 22:00–06:00
The 8 hours from 22:00–06:00 are the most dangerous for elderly living alone. A complete nighttime protocol covers 5 phases from pre-sleep to morning wake, with practical Automation settings for each.
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Passive Contactless Vitals: LD2410 mmWave + Ballistocardiography Mat for Non-Wearable Elderly Heart Rate Monitoring
Deploy HLK-LD2410 mmWave radar and a ballistocardiography pressure mat to monitor heart rate and respiration of elderly during sleep — no wearables required.
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