Gyro-Acc-PPG (BAMI-I, Wonkwang)
3-channel green wrist PPG + accel + gyro, treadmill
Key facts
- Signals
- ppg, accel, gyro, ecg
- Reference Labels
- hr
- Sampling Rates
- PPG/accel/gyro 50 Hz; ECG 125 Hz (README)
- Subjects
- 24
- License
- Copyright retained; free for the Signal Processing Cup or academic research with citation
Summary
Hooseok Lee, Heewon Chung, Jinseok Lee (BAMI Lab, Wonkwang University). Paper: "Motion Artifact Cancellation in Wearable Photoplethysmography Using Gyroscope", IEEE Sensors Journal, doi 10.1109/JSEN.2018.2879970. GitHub repo created 2018-10-05; 24 Subject.mat files.
Used by
Models
Updated: Oct 12, 2026
Related Research
- AnyPPG
Foundation model
- ECG-PPG JEPA (Bridging ECG and PPG; unnamed in paper)
Foundation model
- AnyPPG: An ECG-Guided PPG Foundation Model Trained on Over 100,000 Hours of Recordings for Holistic Health Profiling
AnyPPG pretrains a PPG encoder (Net1D/ResNet-style, 512-dim) using a CLIP-style cross-modal contrast
- Bridging ECG and PPG: Latent-Space Prediction for Robust Physiological Analysis
Zhaoliang Chen, Saurabh Kataria, Minxiao Wang, Xiao Hu. Nell Hodgson Woodruff School of Nursing, Emo
- Heart rate estimation leaderboard
Benchmark results on Gyro-Acc-PPG (BAMI-I, Wonkwang)
- A Longitudinal and Multimodal physiological signals dataset of Para handcycling training and race for SCI Rehabilitation
Research dataset