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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8469818 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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