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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doaj-935bb403de4b4b7ba6d90d6eb302d1312021-01-24T00:01:46ZengMDPI AGSensors1424-82202021-01-012175775710.3390/s21030757A Portable Electromagnetic System Based on mm-Wave Radars and GNSS-RTK Solutions for 3D Scanning of Large Material PilesHumberto Fernández Álvarez0Guillermo Álvarez-Narciandi1María García-Fernández2Jaime Laviada3Yuri Álvarez López4Fernando Las-Heras Andrés5Area of Signal Theory and Communications, University of Oviedo, 33203 Gijón, SpainArea of Signal Theory and Communications, University of Oviedo, 33203 Gijón, SpainArea of Signal Theory and Communications, University of Oviedo, 33203 Gijón, SpainArea of Signal Theory and Communications, University of Oviedo, 33203 Gijón, SpainArea of Signal Theory and Communications, University of Oviedo, 33203 Gijón, SpainArea of Signal Theory and Communications, University of Oviedo, 33203 Gijón, SpainIn 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.https://www.mdpi.com/1424-8220/21/3/757mm-wave radarsGNSS-RTK positioningwireless technologyelectromagnetic scanningpoint cloud |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Humberto Fernández Álvarez Guillermo Álvarez-Narciandi María García-Fernández Jaime Laviada Yuri Álvarez López Fernando Las-Heras Andrés |
spellingShingle |
Humberto Fernández Álvarez Guillermo Álvarez-Narciandi María García-Fernández Jaime Laviada Yuri Álvarez López Fernando Las-Heras Andrés A Portable Electromagnetic System Based on mm-Wave Radars and GNSS-RTK Solutions for 3D Scanning of Large Material Piles Sensors mm-wave radars GNSS-RTK positioning wireless technology electromagnetic scanning point cloud |
author_facet |
Humberto Fernández Álvarez Guillermo Álvarez-Narciandi María García-Fernández Jaime Laviada Yuri Álvarez López Fernando Las-Heras Andrés |
author_sort |
Humberto Fernández Álvarez |
title |
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_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_sort |
portable electromagnetic system based on mm-wave radars and gnss-rtk solutions for 3d scanning of large material piles |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2021-01-01 |
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. |
topic |
mm-wave radars GNSS-RTK positioning wireless technology electromagnetic scanning point cloud |
url |
https://www.mdpi.com/1424-8220/21/3/757 |
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