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Three-Dimensional Slope Imaging Method for Ground-Based Real-Aperture Radar
Traditional two-dimensional radar images can only reflect the target azimuth and slant range and thus suffer problems of geometric deformation and overlapping. The unique three-dimensional (3D) imaging capability of ground-based real-aperture radar can more accurately and directly achieve correlatio...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8157850/ https://www.ncbi.nlm.nih.gov/pubmed/34070009 http://dx.doi.org/10.3390/s21103511 |
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author | Zhang, Hao Yang, Xiaolin Yang, Feng Ma, Haitao Yu, Zhengxing Zheng, Xiangtian Sun, Yuan |
author_facet | Zhang, Hao Yang, Xiaolin Yang, Feng Ma, Haitao Yu, Zhengxing Zheng, Xiangtian Sun, Yuan |
author_sort | Zhang, Hao |
collection | PubMed |
description | Traditional two-dimensional radar images can only reflect the target azimuth and slant range and thus suffer problems of geometric deformation and overlapping. The unique three-dimensional (3D) imaging capability of ground-based real-aperture radar can more accurately and directly achieve correlation between the radar image and the slope monitoring scenarios, thus providing reliable information for the early warning and forecasting of landslides and collapse disasters. The latest method of selecting a slope target from a high-resolution range profile includes two indexes: maximum amplitude and coherence, which will affect the accuracy of displacement measurement when there is an interference target. We present a three-dimensional slope imaging method based on smoothness constraints. On the basis of the latest method, the objective fact of the practically smooth and continuous distribution of slope surfaces is considered. This method can be used for image interpretation on strongly scattered targets within the slope. The independently developed ground-based real-aperture slope radar system was deployed in the Heidaigou Open-Pit Coal Mine in Inner Mongolia to carry out 3D slope imaging experiments. The effectiveness of this method in slope monitoring and imaging was confirmed by comparing the surface roughness and the spatial positions of the targets with the high-density point cloud data in the projective plane obtained during the same time period. We used RMSE function and roughness as two measures. It shows that the method presented in this paper is more suitable for actual three-dimensional slope imaging. |
format | Online Article Text |
id | pubmed-8157850 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-81578502021-05-28 Three-Dimensional Slope Imaging Method for Ground-Based Real-Aperture Radar Zhang, Hao Yang, Xiaolin Yang, Feng Ma, Haitao Yu, Zhengxing Zheng, Xiangtian Sun, Yuan Sensors (Basel) Communication Traditional two-dimensional radar images can only reflect the target azimuth and slant range and thus suffer problems of geometric deformation and overlapping. The unique three-dimensional (3D) imaging capability of ground-based real-aperture radar can more accurately and directly achieve correlation between the radar image and the slope monitoring scenarios, thus providing reliable information for the early warning and forecasting of landslides and collapse disasters. The latest method of selecting a slope target from a high-resolution range profile includes two indexes: maximum amplitude and coherence, which will affect the accuracy of displacement measurement when there is an interference target. We present a three-dimensional slope imaging method based on smoothness constraints. On the basis of the latest method, the objective fact of the practically smooth and continuous distribution of slope surfaces is considered. This method can be used for image interpretation on strongly scattered targets within the slope. The independently developed ground-based real-aperture slope radar system was deployed in the Heidaigou Open-Pit Coal Mine in Inner Mongolia to carry out 3D slope imaging experiments. The effectiveness of this method in slope monitoring and imaging was confirmed by comparing the surface roughness and the spatial positions of the targets with the high-density point cloud data in the projective plane obtained during the same time period. We used RMSE function and roughness as two measures. It shows that the method presented in this paper is more suitable for actual three-dimensional slope imaging. MDPI 2021-05-18 /pmc/articles/PMC8157850/ /pubmed/34070009 http://dx.doi.org/10.3390/s21103511 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 | Communication Zhang, Hao Yang, Xiaolin Yang, Feng Ma, Haitao Yu, Zhengxing Zheng, Xiangtian Sun, Yuan Three-Dimensional Slope Imaging Method for Ground-Based Real-Aperture Radar |
title | Three-Dimensional Slope Imaging Method for Ground-Based Real-Aperture Radar |
title_full | Three-Dimensional Slope Imaging Method for Ground-Based Real-Aperture Radar |
title_fullStr | Three-Dimensional Slope Imaging Method for Ground-Based Real-Aperture Radar |
title_full_unstemmed | Three-Dimensional Slope Imaging Method for Ground-Based Real-Aperture Radar |
title_short | Three-Dimensional Slope Imaging Method for Ground-Based Real-Aperture Radar |
title_sort | three-dimensional slope imaging method for ground-based real-aperture radar |
topic | Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8157850/ https://www.ncbi.nlm.nih.gov/pubmed/34070009 http://dx.doi.org/10.3390/s21103511 |
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