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Distribution Characteristics of Ground Echo Amplitude and Recognition of Signal Grazing Angle

With the continuous advancement of electronic technology, terahertz technology has gradually been applied on radar. Since short wavelength causes severe ground clutter, this paper studies the amplitude distribution statistical characteristics of the terahertz radar clutter based on the measured data...

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Detalles Bibliográficos
Autores principales: Zhang, Guangwei, Li, Ping, Li, Guolin, Jia, Ruili
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8706801/
https://www.ncbi.nlm.nih.gov/pubmed/34960408
http://dx.doi.org/10.3390/s21248315
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author Zhang, Guangwei
Li, Ping
Li, Guolin
Jia, Ruili
author_facet Zhang, Guangwei
Li, Ping
Li, Guolin
Jia, Ruili
author_sort Zhang, Guangwei
collection PubMed
description With the continuous advancement of electronic technology, terahertz technology has gradually been applied on radar. Since short wavelength causes severe ground clutter, this paper studies the amplitude distribution statistical characteristics of the terahertz radar clutter based on the measured data, and provides technical support for the radar clutter suppression. Clutter distribution is the function of the radar glancing angle. In order to achieve targeted suppression, in this paper, selected axial integral bispectrum (selected AIB) feature is selected as deep belief network (DBN)input to complete the radar glancing angle recognition and the network structure, network training method, robustness are analyzed also. The ground clutter amplitude distribution can follow normal distribution at 0~45° grazing angles. The Weibull distribution and G0 distribution can describe the amplitude probability density function of ground clutter at grazing angles 85° and 65°. The recognition rate of different signal grazing angles can reach 91% on three different terrains. At the same time, the wide applicability of the selected AIB feature is verified. The analysis results of ground clutter amplitude characteristics play an important role in the suppression of radar ground clutter.
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spelling pubmed-87068012021-12-25 Distribution Characteristics of Ground Echo Amplitude and Recognition of Signal Grazing Angle Zhang, Guangwei Li, Ping Li, Guolin Jia, Ruili Sensors (Basel) Article With the continuous advancement of electronic technology, terahertz technology has gradually been applied on radar. Since short wavelength causes severe ground clutter, this paper studies the amplitude distribution statistical characteristics of the terahertz radar clutter based on the measured data, and provides technical support for the radar clutter suppression. Clutter distribution is the function of the radar glancing angle. In order to achieve targeted suppression, in this paper, selected axial integral bispectrum (selected AIB) feature is selected as deep belief network (DBN)input to complete the radar glancing angle recognition and the network structure, network training method, robustness are analyzed also. The ground clutter amplitude distribution can follow normal distribution at 0~45° grazing angles. The Weibull distribution and G0 distribution can describe the amplitude probability density function of ground clutter at grazing angles 85° and 65°. The recognition rate of different signal grazing angles can reach 91% on three different terrains. At the same time, the wide applicability of the selected AIB feature is verified. The analysis results of ground clutter amplitude characteristics play an important role in the suppression of radar ground clutter. MDPI 2021-12-12 /pmc/articles/PMC8706801/ /pubmed/34960408 http://dx.doi.org/10.3390/s21248315 Text en © 2021 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
Zhang, Guangwei
Li, Ping
Li, Guolin
Jia, Ruili
Distribution Characteristics of Ground Echo Amplitude and Recognition of Signal Grazing Angle
title Distribution Characteristics of Ground Echo Amplitude and Recognition of Signal Grazing Angle
title_full Distribution Characteristics of Ground Echo Amplitude and Recognition of Signal Grazing Angle
title_fullStr Distribution Characteristics of Ground Echo Amplitude and Recognition of Signal Grazing Angle
title_full_unstemmed Distribution Characteristics of Ground Echo Amplitude and Recognition of Signal Grazing Angle
title_short Distribution Characteristics of Ground Echo Amplitude and Recognition of Signal Grazing Angle
title_sort distribution characteristics of ground echo amplitude and recognition of signal grazing angle
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8706801/
https://www.ncbi.nlm.nih.gov/pubmed/34960408
http://dx.doi.org/10.3390/s21248315
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