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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...

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Autores principales: Fernández Álvarez, Humberto, Álvarez-Narciandi, Guillermo, García-Fernández, María, Laviada, Jaime, Álvarez López, Yuri, Las-Heras Andrés, Fernando
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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.
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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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