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A Direct Phase-Tracking Doppler Radar Using Wavelet Independent Component Analysis for Non-Contact Respiratory and Heart Rate Monitoring.

Authors :
Mercuri, Marco
Liu, Yao-Hong
Lorato, Ilde
Torfs, Tom
Wieringa, Fokko
Bourdoux, Andre
Van Hoof, Chris
Source :
IEEE Transactions on Biomedical Circuits & Systems; Jun2018, Vol. 12 Issue 3, p632-643, 12p
Publication Year :
2018

Abstract

A continuous wave Doppler radar, operating as a phase-locked-loop in phase demodulator configuration, is proposed and in vivo demonstrated for noncontact vital signs monitoring. The radar architecture exhibits a unique precision in tracking the phase modulation caused by human cardiopulmonary activity from which heartbeat and respiration can simultaneously be extracted. The single mixer architecture is immune to the null point and does not require small-angle approximation conditions, which distinguishes it from pre-existing other approaches. This enables the proposed radar to behave highly linear, with very precise detection of phase modulations induced by any kind of movement, independently from amplitude and speed. After simulations and technical tests to validate functionality and safety of the proposed architecture, a practical setup was demonstrated on human volunteers. Wavelet independent component analysis was applied to successfully retrieve respiratory and heart rate information from the radar baseband signal. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
19324545
Volume :
12
Issue :
3
Database :
Complementary Index
Journal :
IEEE Transactions on Biomedical Circuits & Systems
Publication Type :
Academic Journal
Accession number :
130017864
Full Text :
https://doi.org/10.1109/TBCAS.2018.2813013