A Multi-wavelength Wrist-worn Photoplethysmography Dataset For Heart Rate Monitoring
收藏DataCite Commons2026-03-05 更新2026-02-09 收录
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https://figshare.com/articles/dataset/A_Multi-wavelength_Wrist-worn_Photoplethysmography_Dataset_For_Heart_Rate_Monitoring/30017974
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资源简介：
The Multi-wavelength PPG Heart Rate Estimation (MW-PPG-HR) dataset was developed to provide a comprehensive benchmark for photoplethysmography-based heart rate estimation. It addresses key limitations of existing resources by incorporating a diverse participant cohort, multiple LED wavelengths, and a wide range of activities designed to elicit realistic motion artefacts. Data were collected using a research-grade wrist-worn biosensor with synchronised multi-wavelength PPG and accelerometry, alongside ECG ground truth. The protocol balanced rest, moderate, and vigorous exercise, capturing over 26,000 samples across the full physiological heart rate range. MW-PPG-HR therefore offers a robust, generalisable dataset for evaluating modern deep learning methods.<br>
提供机构：
figshare
创建时间：
2025-08-31
