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Measuring Vehicle Profile Size: Lidar-Based System and K-Frame-Based Methodology

At present, light curtain is a widely-used method to measure the vehicle profile size. However, it is sensitive to temperature, humidity, dust and other weather factors. In this paper, a lidar-based system with a K-frame-based algorithm is proposed for measuring vehicle profile size. The system is c...

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Detalles Bibliográficos
Autores principales: Zhang, Qiang, Wang, Zihao, Shao, Jianwen, Weng, Libo, Gao, Fei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8469818/
https://www.ncbi.nlm.nih.gov/pubmed/34577413
http://dx.doi.org/10.3390/s21186206
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author Zhang, Qiang
Wang, Zihao
Shao, Jianwen
Weng, Libo
Gao, Fei
author_facet Zhang, Qiang
Wang, Zihao
Shao, Jianwen
Weng, Libo
Gao, Fei
author_sort Zhang, Qiang
collection PubMed
description At present, light curtain is a widely-used method to measure the vehicle profile size. However, it is sensitive to temperature, humidity, dust and other weather factors. In this paper, a lidar-based system with a K-frame-based algorithm is proposed for measuring vehicle profile size. The system is composed of left lidar, right lidar, front lidar, control box and industry controlling computer. Within the system, a K-frame-based methodology is investigated, which include several probable algorithm combinations. Three groups of experiments are conducted. An optimal algorithm combination, A16, is determined through the first group experiments. In the second group experiments, various types of vehicles are chosen to verify the generality and repeatability of the proposed system and methodology. The third group experiments are implemented to compare with vision-based methods and other lidar-based methods. The experimental results show that the proposed K-frame-based methodology is far more accurate than the comparative methods.
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spelling pubmed-84698182021-09-27 Measuring Vehicle Profile Size: Lidar-Based System and K-Frame-Based Methodology Zhang, Qiang Wang, Zihao Shao, Jianwen Weng, Libo Gao, Fei Sensors (Basel) Article At present, light curtain is a widely-used method to measure the vehicle profile size. However, it is sensitive to temperature, humidity, dust and other weather factors. In this paper, a lidar-based system with a K-frame-based algorithm is proposed for measuring vehicle profile size. The system is composed of left lidar, right lidar, front lidar, control box and industry controlling computer. Within the system, a K-frame-based methodology is investigated, which include several probable algorithm combinations. Three groups of experiments are conducted. An optimal algorithm combination, A16, is determined through the first group experiments. In the second group experiments, various types of vehicles are chosen to verify the generality and repeatability of the proposed system and methodology. The third group experiments are implemented to compare with vision-based methods and other lidar-based methods. The experimental results show that the proposed K-frame-based methodology is far more accurate than the comparative methods. MDPI 2021-09-16 /pmc/articles/PMC8469818/ /pubmed/34577413 http://dx.doi.org/10.3390/s21186206 Text en © 2021 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, Qiang
Wang, Zihao
Shao, Jianwen
Weng, Libo
Gao, Fei
Measuring Vehicle Profile Size: Lidar-Based System and K-Frame-Based Methodology
title Measuring Vehicle Profile Size: Lidar-Based System and K-Frame-Based Methodology
title_full Measuring Vehicle Profile Size: Lidar-Based System and K-Frame-Based Methodology
title_fullStr Measuring Vehicle Profile Size: Lidar-Based System and K-Frame-Based Methodology
title_full_unstemmed Measuring Vehicle Profile Size: Lidar-Based System and K-Frame-Based Methodology
title_short Measuring Vehicle Profile Size: Lidar-Based System and K-Frame-Based Methodology
title_sort measuring vehicle profile size: lidar-based system and k-frame-based methodology
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8469818/
https://www.ncbi.nlm.nih.gov/pubmed/34577413
http://dx.doi.org/10.3390/s21186206
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