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The Navigation System of a Logistics Inspection Robot Based on Multi-Sensor Fusion in a Complex Storage Environment
To reliably realize the functions of autonomous navigation and cruise of logistics robots in a complex logistics storage environment, this paper proposes a new robot navigation system based on vision and multiline lidar information fusion, which can not only ensure rich information and accurate map...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9611343/ https://www.ncbi.nlm.nih.gov/pubmed/36298146 http://dx.doi.org/10.3390/s22207794 |
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author | Zhang, Yang Zhou, Yanjun Li, Hehua Hao, Hao Chen, Weijiong Zhan, Weiwei |
author_facet | Zhang, Yang Zhou, Yanjun Li, Hehua Hao, Hao Chen, Weijiong Zhan, Weiwei |
author_sort | Zhang, Yang |
collection | PubMed |
description | To reliably realize the functions of autonomous navigation and cruise of logistics robots in a complex logistics storage environment, this paper proposes a new robot navigation system based on vision and multiline lidar information fusion, which can not only ensure rich information and accurate map edges, but also meet the real-time and accurate positioning and navigation in complex logistics storage scenarios. Simulation and practical verification showed that the robot navigation system is feasible and robust, and overcomes the problems of low precision, poor robustness, weak portability, and difficult expansion of the mobile robot system in a complex environment. It provides a new idea for inspection in an actual logistics storage scenario and has a good prospective application. |
format | Online Article Text |
id | pubmed-9611343 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96113432022-10-28 The Navigation System of a Logistics Inspection Robot Based on Multi-Sensor Fusion in a Complex Storage Environment Zhang, Yang Zhou, Yanjun Li, Hehua Hao, Hao Chen, Weijiong Zhan, Weiwei Sensors (Basel) Article To reliably realize the functions of autonomous navigation and cruise of logistics robots in a complex logistics storage environment, this paper proposes a new robot navigation system based on vision and multiline lidar information fusion, which can not only ensure rich information and accurate map edges, but also meet the real-time and accurate positioning and navigation in complex logistics storage scenarios. Simulation and practical verification showed that the robot navigation system is feasible and robust, and overcomes the problems of low precision, poor robustness, weak portability, and difficult expansion of the mobile robot system in a complex environment. It provides a new idea for inspection in an actual logistics storage scenario and has a good prospective application. MDPI 2022-10-14 /pmc/articles/PMC9611343/ /pubmed/36298146 http://dx.doi.org/10.3390/s22207794 Text en © 2022 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 | Article Zhang, Yang Zhou, Yanjun Li, Hehua Hao, Hao Chen, Weijiong Zhan, Weiwei The Navigation System of a Logistics Inspection Robot Based on Multi-Sensor Fusion in a Complex Storage Environment |
title | The Navigation System of a Logistics Inspection Robot Based on Multi-Sensor Fusion in a Complex Storage Environment |
title_full | The Navigation System of a Logistics Inspection Robot Based on Multi-Sensor Fusion in a Complex Storage Environment |
title_fullStr | The Navigation System of a Logistics Inspection Robot Based on Multi-Sensor Fusion in a Complex Storage Environment |
title_full_unstemmed | The Navigation System of a Logistics Inspection Robot Based on Multi-Sensor Fusion in a Complex Storage Environment |
title_short | The Navigation System of a Logistics Inspection Robot Based on Multi-Sensor Fusion in a Complex Storage Environment |
title_sort | navigation system of a logistics inspection robot based on multi-sensor fusion in a complex storage environment |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9611343/ https://www.ncbi.nlm.nih.gov/pubmed/36298146 http://dx.doi.org/10.3390/s22207794 |
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