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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Bibliographic Details

Published in:	Proceedings of the IEEE National Radar Conference (1996) pp. 1 - 6
Main Authors:	Czerkawski, Mikolaj, Ilioudis, Christos, Clemente, Carmine, Michie, Craig, Andonovic, Ivan, Tachtatzis, Christos
Format:	Conference Proceeding
Language:	English
Published:	IEEE 07.05.2021
Subjects:	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
Online Access:	Get full text
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