Wearable PPG datasets for sleep staging
Sleep staging from a wrist device needs polysomnography labels recorded on the same night. These datasets provide that pairing, from Apple Watch heart rate and motion in Sleep-Accel to raw Empatica E4 signals with full PSG in DREAMT.
AAUWSS
Empatica E4 + PSG overnight sleep staging (n=13)
BIDSleep
Apple Watch IHR + accel with Dreem EEG sleep stages
DREAMT
Dataset for Real-time sleep stage EstimAtion using Multisensor wearable Technology
Motion and heart rate from a wrist-worn wearable and labeled sleep from polysomnography
Wearanize+ OA
overnight E4 + Zmax + ActivPAL + PSG sleep (n=130)
ZU-PWD '25
Embrace Plus free-living wellness (minute-level)