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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...

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Detalles Bibliográficos
Autores principales: Zhang, Yang, Zhou, Yanjun, Li, Hehua, Hao, Hao, Chen, Weijiong, Zhan, Weiwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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.
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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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