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Active Breathing Suppression for Improved Sleep Monitoring Heartbeat Detection Using UWB Radar
- Source :
- CAMSAP
- Publication Year :
- 2019
- Publisher :
- IEEE, 2019.
-
Abstract
- In this paper, we present a new observation when processing backscattered radar signals from a sleeping subject on a normal mattress. A breathing motion magnification effect is observed because of mattress surface displacement due to human respiratory activity. This undesirable motion artifact causes existing methods for accurate heart-rate estimation to fail. We therefore propose a novel active motion cancellation technique to deal with this problem by intelligently selecting slow-time series from multiple ranges and examining the corresponding phase difference. Finally, we validate our approach through experimental study.
- Subjects :
- Phase difference
Artifact (error)
Sleep monitoring
business.industry
Computer science
010401 analytical chemistry
Heartbeat detection
020206 networking & telecommunications
02 engineering and technology
01 natural sciences
Motion (physics)
0104 chemical sciences
law.invention
Signal-to-noise ratio
law
0202 electrical engineering, electronic engineering, information engineering
Breathing
Computer vision
Artificial intelligence
Radar
business
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)
- Accession number :
- edsair.doi...........97b1e26a43cb6b45403b14f72bc05669