Noncontact Heart Rate Measurement Based on an Improved Convolutional Sparse Coding Method Using IR-UWB Radar

Impulse radio ultrawideband radar is a critical remote sensing tool for life detection and noncontact monitoring of vital signals. In noncontact monitoring via radar, the disturbance from respiration and environmental noise is considered critical for the estimation of heart rates. However, the heart...

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Vydané v:	IEEE access Ročník 7; s. 158492 - 158502
Hlavní autori:	Wang, Pengfei, Qi, Fugui, Liu, Miao, Liang, Fulai, Xue, Huijun, Zhang, Yang, Lv, Hao, Wang, Jianqi
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Piscataway IEEE 2019 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Algorithms Background noise Coding Convolutional sparse coding finite-difference time-domain Frequency filters Heart beat Heart rate Life detectors Machine learning Monitoring noise-assisted method Remote sensing Respiration respiration rate Signal monitoring Signal processing algorithms Singular value decomposition Time domain analysis Tool life Ultra wideband radar Ultrawideband radar
ISSN:	2169-3536, 2169-3536
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