Q-PPG: Energy-Efficient PPG-Based Heart Rate Monitoring on Wearable Devices

Hearth Rate (HR) monitoring is increasingly performed in wrist-worn devices using low-cost photoplethysmography (PPG) sensors. However, Motion Artifacts (MAs) caused by movements of the subject's arm affect the performance of PPG-based HR tracking. This is typically addressed coupling the PPG s...

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Bibliographic Details
Published in:	IEEE transactions on biomedical circuits and systems Vol. 15; no. 6; pp. 1196 - 1209
Main Authors:	Burrello, Alessio, Pagliari, Daniele Jahier, Risso, Matteo, Benatti, Simone, Macii, Enrico, Benini, Luca, Poncino, Massimo
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.12.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Arm Cascade flow Deep learning deep neural networks Embedded systems Energy consumption Energy efficiency Footprints healthcare Heart rate Heart Rate - physiology Hearth rate monitoring Inertial sensing devices Microcontrollers Monitoring Photoplethysmography quantization Sensors Signal Processing, Computer-Assisted Wearable computers Wearable devices Wearable Electronic Devices Wearable technology Wrist
ISSN:	1932-4545, 1940-9990, 1940-9990
Online Access:	Get full text
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