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Time-Frequency Spectral Signature of Limb Movements and Height Estimation Using Micro-Doppler Millimeter-Wave Radar

We present a technique for the identification of human and animal movement and height using a low power millimeter-wave radar. The detection was based on the transmission of a continuous wave and heterodyning the received signal reflected from the target to obtain micro-Doppler shifts associated wit...

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Detalles Bibliográficos
Autores principales: Balal, Yael, Balal, Nezah, Richter, Yair, Pinhasi, Yosef
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7506689/
https://www.ncbi.nlm.nih.gov/pubmed/32824937
http://dx.doi.org/10.3390/s20174660
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author Balal, Yael
Balal, Nezah
Richter, Yair
Pinhasi, Yosef
author_facet Balal, Yael
Balal, Nezah
Richter, Yair
Pinhasi, Yosef
author_sort Balal, Yael
collection PubMed
description We present a technique for the identification of human and animal movement and height using a low power millimeter-wave radar. The detection was based on the transmission of a continuous wave and heterodyning the received signal reflected from the target to obtain micro-Doppler shifts associated with the target structure and motion. The algorithm enabled the extraction of target signatures from typical gestures and differentiated between humans, animals, and other ‘still’ objects. Analytical expressions were derived using a pendulum model to characterize the micro-Doppler frequency shifts due to the periodic motion of the human and animal limbs. The algorithm was demonstrated using millimeter-wave radar operating in the W-band. We employed a time–frequency distribution to analyze the detected signal and classify the type of targets.
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spelling pubmed-75066892020-09-26 Time-Frequency Spectral Signature of Limb Movements and Height Estimation Using Micro-Doppler Millimeter-Wave Radar Balal, Yael Balal, Nezah Richter, Yair Pinhasi, Yosef Sensors (Basel) Letter We present a technique for the identification of human and animal movement and height using a low power millimeter-wave radar. The detection was based on the transmission of a continuous wave and heterodyning the received signal reflected from the target to obtain micro-Doppler shifts associated with the target structure and motion. The algorithm enabled the extraction of target signatures from typical gestures and differentiated between humans, animals, and other ‘still’ objects. Analytical expressions were derived using a pendulum model to characterize the micro-Doppler frequency shifts due to the periodic motion of the human and animal limbs. The algorithm was demonstrated using millimeter-wave radar operating in the W-band. We employed a time–frequency distribution to analyze the detected signal and classify the type of targets. MDPI 2020-08-19 /pmc/articles/PMC7506689/ /pubmed/32824937 http://dx.doi.org/10.3390/s20174660 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Letter
Balal, Yael
Balal, Nezah
Richter, Yair
Pinhasi, Yosef
Time-Frequency Spectral Signature of Limb Movements and Height Estimation Using Micro-Doppler Millimeter-Wave Radar
title Time-Frequency Spectral Signature of Limb Movements and Height Estimation Using Micro-Doppler Millimeter-Wave Radar
title_full Time-Frequency Spectral Signature of Limb Movements and Height Estimation Using Micro-Doppler Millimeter-Wave Radar
title_fullStr Time-Frequency Spectral Signature of Limb Movements and Height Estimation Using Micro-Doppler Millimeter-Wave Radar
title_full_unstemmed Time-Frequency Spectral Signature of Limb Movements and Height Estimation Using Micro-Doppler Millimeter-Wave Radar
title_short Time-Frequency Spectral Signature of Limb Movements and Height Estimation Using Micro-Doppler Millimeter-Wave Radar
title_sort time-frequency spectral signature of limb movements and height estimation using micro-doppler millimeter-wave radar
topic Letter
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7506689/
https://www.ncbi.nlm.nih.gov/pubmed/32824937
http://dx.doi.org/10.3390/s20174660
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