Interference Motion Removal for Doppler Radar Vital Sign Detection Using Variational Encoder-Decoder Neural Network

The treatment of interfering motion contributions remains one of the key challenges in the domain of radar-based vital sign monitoring. Removal of the interference to extract the vital sign contributions is demanding due to overlapping Doppler bands, the complex structure of the interference motions...

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Vydané v:	Proceedings of the IEEE National Radar Conference (1996) s. 1 - 6
Hlavní autori:	Czerkawski, Mikolaj, Ilioudis, Christos, Clemente, Carmine, Michie, Craig, Andonovic, Ivan, Tachtatzis, Christos
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 07.05.2021
Predmet:	Doppler radar heart rate monitoring Interference Legged locomotion Neural networks Probabilistic logic Radar detection random body movement respiration rate monitoring Sensitivity variational autoencoder vital signs
ISSN:	2375-5318
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