Lightweight pipeline converts raw accelerometer data to epoch features, applies smoothing and normalized scoring, then uses a globally calibrated threshold for sleep/wake classification, reporting TST errors of 27-42 minutes on MMASH and WeBe data.
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Lightweight Cross-Device Sleep Tracking on the WeBe Wearable Platform
Lightweight pipeline converts raw accelerometer data to epoch features, applies smoothing and normalized scoring, then uses a globally calibrated threshold for sleep/wake classification, reporting TST errors of 27-42 minutes on MMASH and WeBe data.