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A Portable Electromagnetic System Based on mm-Wave Radars and GNSS-RTK Solutions for 3D Scanning of Large Material Piles
In this paper, a portable three-dimensional (3D) scanning system for the accurate characterization of large raw material (e.g., cereal grain, coal, etc.) stockpiles is presented. The system comprises an array of high resolution millimeter-wave radars and a cm-level accuracy positioning system to acc...
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/PMC7865412/ https://www.ncbi.nlm.nih.gov/pubmed/33498696 http://dx.doi.org/10.3390/s21030757 |
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author | Fernández Álvarez, Humberto Álvarez-Narciandi, Guillermo García-Fernández, María Laviada, Jaime Álvarez López, Yuri Las-Heras Andrés, Fernando |
author_facet | Fernández Álvarez, Humberto Álvarez-Narciandi, Guillermo García-Fernández, María Laviada, Jaime Álvarez López, Yuri Las-Heras Andrés, Fernando |
author_sort | Fernández Álvarez, Humberto |
collection | PubMed |
description | In this paper, a portable three-dimensional (3D) scanning system for the accurate characterization of large raw material (e.g., cereal grain, coal, etc.) stockpiles is presented. The system comprises an array of high resolution millimeter-wave radars and a cm-level accuracy positioning system to accurately characterize large stockpiles by means of a high-resolution 3D map, making it suitable for automation purposes. A control unit manages the data received by the sensors, which are sent to a computer system for processing. As a proof of concept, the entire sensor system is evaluated in a real environment for electromagnetically scan a scaled stockpile of coal, used in the industry for handling raw materials. In addition, a highly efficient processing adaptive algorithm that may reconstruct the scanned structure in real-time has been introduced, enabling continuous dynamic updating of the information. Results are compared with those from a photogrammetry-like technique, revealing an excellent agreement. |
format | Online Article Text |
id | pubmed-7865412 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-78654122021-02-07 A Portable Electromagnetic System Based on mm-Wave Radars and GNSS-RTK Solutions for 3D Scanning of Large Material Piles Fernández Álvarez, Humberto Álvarez-Narciandi, Guillermo García-Fernández, María Laviada, Jaime Álvarez López, Yuri Las-Heras Andrés, Fernando Sensors (Basel) Article In this paper, a portable three-dimensional (3D) scanning system for the accurate characterization of large raw material (e.g., cereal grain, coal, etc.) stockpiles is presented. The system comprises an array of high resolution millimeter-wave radars and a cm-level accuracy positioning system to accurately characterize large stockpiles by means of a high-resolution 3D map, making it suitable for automation purposes. A control unit manages the data received by the sensors, which are sent to a computer system for processing. As a proof of concept, the entire sensor system is evaluated in a real environment for electromagnetically scan a scaled stockpile of coal, used in the industry for handling raw materials. In addition, a highly efficient processing adaptive algorithm that may reconstruct the scanned structure in real-time has been introduced, enabling continuous dynamic updating of the information. Results are compared with those from a photogrammetry-like technique, revealing an excellent agreement. MDPI 2021-01-23 /pmc/articles/PMC7865412/ /pubmed/33498696 http://dx.doi.org/10.3390/s21030757 Text en © 2021 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 | Article Fernández Álvarez, Humberto Álvarez-Narciandi, Guillermo García-Fernández, María Laviada, Jaime Álvarez López, Yuri Las-Heras Andrés, Fernando A Portable Electromagnetic System Based on mm-Wave Radars and GNSS-RTK Solutions for 3D Scanning of Large Material Piles |
title | A Portable Electromagnetic System Based on mm-Wave Radars and GNSS-RTK Solutions for 3D Scanning of Large Material Piles |
title_full | A Portable Electromagnetic System Based on mm-Wave Radars and GNSS-RTK Solutions for 3D Scanning of Large Material Piles |
title_fullStr | A Portable Electromagnetic System Based on mm-Wave Radars and GNSS-RTK Solutions for 3D Scanning of Large Material Piles |
title_full_unstemmed | A Portable Electromagnetic System Based on mm-Wave Radars and GNSS-RTK Solutions for 3D Scanning of Large Material Piles |
title_short | A Portable Electromagnetic System Based on mm-Wave Radars and GNSS-RTK Solutions for 3D Scanning of Large Material Piles |
title_sort | portable electromagnetic system based on mm-wave radars and gnss-rtk solutions for 3d scanning of large material piles |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7865412/ https://www.ncbi.nlm.nih.gov/pubmed/33498696 http://dx.doi.org/10.3390/s21030757 |
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