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Effects of Receiver Beamforming for Vital Sign Measurements Using FMCW Radar at Various Distances and Angles
Short-range millimeter wave radar sensors provide a reliable, continuous and non-contact solution for vital sign extraction. Off-The-Shelf (OTS) radars often have a directional antenna (beam) pattern. The transmitted wave has a conical main lobe, and power of the received target echoes deteriorate a...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9503483/ https://www.ncbi.nlm.nih.gov/pubmed/36146226 http://dx.doi.org/10.3390/s22186877 |
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author | Ahmed, Shahzad Park, Junbyung Cho, Sung Ho |
author_facet | Ahmed, Shahzad Park, Junbyung Cho, Sung Ho |
author_sort | Ahmed, Shahzad |
collection | PubMed |
description | Short-range millimeter wave radar sensors provide a reliable, continuous and non-contact solution for vital sign extraction. Off-The-Shelf (OTS) radars often have a directional antenna (beam) pattern. The transmitted wave has a conical main lobe, and power of the received target echoes deteriorate as we move away from the center point of the lobe. While measuring vital signs, the human subject is often located at the center of the antenna lobe. Since beamforming can increase signal quality at the side (azimuth) angles, this paper aims to provide an experimental comparison of vital sign extraction with and without beamforming. The experimental confirmation that beamforming can decrease the error in the vital sign extraction through radar has so far not been performed by researchers. A simple, yet effective receiver beamformer was designed and a concurrent measurement with and without beamforming was made for the comparative analysis. Measurements were made at three different distances and five different arrival angles, and the preliminary results suggest that as the observation angle increases, the effectiveness of beamforming increases. At an extreme angle of 40 degrees, the beamforming showed above 20% improvement in heart rate estimation. Heart rate measurement error was reduced significantly in comparison with the breathing rate. |
format | Online Article Text |
id | pubmed-9503483 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-95034832022-09-24 Effects of Receiver Beamforming for Vital Sign Measurements Using FMCW Radar at Various Distances and Angles Ahmed, Shahzad Park, Junbyung Cho, Sung Ho Sensors (Basel) Article Short-range millimeter wave radar sensors provide a reliable, continuous and non-contact solution for vital sign extraction. Off-The-Shelf (OTS) radars often have a directional antenna (beam) pattern. The transmitted wave has a conical main lobe, and power of the received target echoes deteriorate as we move away from the center point of the lobe. While measuring vital signs, the human subject is often located at the center of the antenna lobe. Since beamforming can increase signal quality at the side (azimuth) angles, this paper aims to provide an experimental comparison of vital sign extraction with and without beamforming. The experimental confirmation that beamforming can decrease the error in the vital sign extraction through radar has so far not been performed by researchers. A simple, yet effective receiver beamformer was designed and a concurrent measurement with and without beamforming was made for the comparative analysis. Measurements were made at three different distances and five different arrival angles, and the preliminary results suggest that as the observation angle increases, the effectiveness of beamforming increases. At an extreme angle of 40 degrees, the beamforming showed above 20% improvement in heart rate estimation. Heart rate measurement error was reduced significantly in comparison with the breathing rate. MDPI 2022-09-12 /pmc/articles/PMC9503483/ /pubmed/36146226 http://dx.doi.org/10.3390/s22186877 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ahmed, Shahzad Park, Junbyung Cho, Sung Ho Effects of Receiver Beamforming for Vital Sign Measurements Using FMCW Radar at Various Distances and Angles |
title | Effects of Receiver Beamforming for Vital Sign Measurements Using FMCW Radar at Various Distances and Angles |
title_full | Effects of Receiver Beamforming for Vital Sign Measurements Using FMCW Radar at Various Distances and Angles |
title_fullStr | Effects of Receiver Beamforming for Vital Sign Measurements Using FMCW Radar at Various Distances and Angles |
title_full_unstemmed | Effects of Receiver Beamforming for Vital Sign Measurements Using FMCW Radar at Various Distances and Angles |
title_short | Effects of Receiver Beamforming for Vital Sign Measurements Using FMCW Radar at Various Distances and Angles |
title_sort | effects of receiver beamforming for vital sign measurements using fmcw radar at various distances and angles |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9503483/ https://www.ncbi.nlm.nih.gov/pubmed/36146226 http://dx.doi.org/10.3390/s22186877 |
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