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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Main Authors: Humberto Fernández Álvarez, Guillermo Álvarez-Narciandi, María García-Fernández, Jaime Laviada, Yuri Álvarez López, Fernando Las-Heras Andrés
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/21/3/757
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spelling 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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