Table 1 Comparison of PPG Datasets.
From: A PPG Signal Dataset Collected in Semi-Naturalistic Settings Using Galaxy Watch
Dataset | Activities | Sensor Configuration | Participants | |
|---|---|---|---|---|
Modalities | PPG Device | (n) | ||
IEEE SP Cup (Training) | Treadmill exercises | ECG PPG ACC | Wrist-worn | 12 |
IEEE SP Cup (Test) | Arm movements Rehabilitation | ECG PPG ACC | Wrist-worn | 10 |
WESAD | 3 affective states (neutral, stress, amusement) | ECG PPG ACC TEMP | Empatica E4 | 15 |
PPG-DaLiA | 8 daily activities (cycling, driving, working, etc.) | ECG PPG ACC TEMP | Empatica E4 | 15 |
GalaxyPPG | Stress tests (SSST, TSST) Physical activities Daily tasks (typing, screen reading) | ECG PPG ACC TEMP | Empatica E4 Galaxy Watch 5 | 24 |
