Robust Heart Rate Monitoring for Quasi-periodic Motions by Wrist-Type PPG Signals.

IEEE Journal of Biomedical and Health Informatics(2020)

引用 12|浏览34
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摘要
Heart rate (HR) monitoring using photoplethysmography (PPG) is a promising feature in modern wearable devices. PPG is easily contaminated by motion artifacts (MA), hindering estimation of HR. For quasi-periodic motions, previous works generally focused on a few specific motions, such as walking and fast running. However, they may not work well for many different quasi-periodic motions where MA are...
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关键词
Acceleration,Monitoring,Dictionaries,Heart rate,Legged locomotion,Machine learning,Motion segmentation
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