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Determination of Turning Radius and Lateral Acceleration of Vehicle by GNSS/INS Sensor
In this article, we address the determination of turning radius and lateral acceleration acting on a vehicle up to 3.5 t gross vehicle mass (GVM) and cargo in curves based on turning radius and speed. Global Navigation Satellite System with Inertial Navigation System (GNSS/INS) dual-antenna sensor i...
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/PMC8950859/ https://www.ncbi.nlm.nih.gov/pubmed/35336468 http://dx.doi.org/10.3390/s22062298 |
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author | Jagelčák, Juraj Gnap, Jozef Kuba, Ondrej Frnda, Jaroslav Kostrzewski, Mariusz |
author_facet | Jagelčák, Juraj Gnap, Jozef Kuba, Ondrej Frnda, Jaroslav Kostrzewski, Mariusz |
author_sort | Jagelčák, Juraj |
collection | PubMed |
description | In this article, we address the determination of turning radius and lateral acceleration acting on a vehicle up to 3.5 t gross vehicle mass (GVM) and cargo in curves based on turning radius and speed. Global Navigation Satellite System with Inertial Navigation System (GNSS/INS) dual-antenna sensor is used to measure acceleration, speed, and vehicle position to determine the turning radius and determine the proper formula to calculate long average lateral acceleration acting on vehicle and cargo. The two methods for automatic selection of events were applied based on stable lateral acceleration value and on mean square error (MSE) of turning radiuses. The models of calculation of turning radius are valid for turning radius within 5–70 m for both methods of automatic selection of events with mean root mean square error (RMSE) 1.88 m and 1.32 m. The models of calculation of lateral acceleration are valid with mean RMSE of 0.022 g and 0.016 g for both methods of automatic selection of events. The results of the paper may be applied in the planning and implementation of packing and cargo securing procedures to calculate average lateral acceleration acting on vehicle and cargo based on turning radius and speed for vehicles up to 3.5 t GVM. The results can potentially be applied for the deployment of autonomous vehicles in solutions grouped under the term of Logistics 4.0. |
format | Online Article Text |
id | pubmed-8950859 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-89508592022-03-26 Determination of Turning Radius and Lateral Acceleration of Vehicle by GNSS/INS Sensor Jagelčák, Juraj Gnap, Jozef Kuba, Ondrej Frnda, Jaroslav Kostrzewski, Mariusz Sensors (Basel) Article In this article, we address the determination of turning radius and lateral acceleration acting on a vehicle up to 3.5 t gross vehicle mass (GVM) and cargo in curves based on turning radius and speed. Global Navigation Satellite System with Inertial Navigation System (GNSS/INS) dual-antenna sensor is used to measure acceleration, speed, and vehicle position to determine the turning radius and determine the proper formula to calculate long average lateral acceleration acting on vehicle and cargo. The two methods for automatic selection of events were applied based on stable lateral acceleration value and on mean square error (MSE) of turning radiuses. The models of calculation of turning radius are valid for turning radius within 5–70 m for both methods of automatic selection of events with mean root mean square error (RMSE) 1.88 m and 1.32 m. The models of calculation of lateral acceleration are valid with mean RMSE of 0.022 g and 0.016 g for both methods of automatic selection of events. The results of the paper may be applied in the planning and implementation of packing and cargo securing procedures to calculate average lateral acceleration acting on vehicle and cargo based on turning radius and speed for vehicles up to 3.5 t GVM. The results can potentially be applied for the deployment of autonomous vehicles in solutions grouped under the term of Logistics 4.0. MDPI 2022-03-16 /pmc/articles/PMC8950859/ /pubmed/35336468 http://dx.doi.org/10.3390/s22062298 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 Jagelčák, Juraj Gnap, Jozef Kuba, Ondrej Frnda, Jaroslav Kostrzewski, Mariusz Determination of Turning Radius and Lateral Acceleration of Vehicle by GNSS/INS Sensor |
title | Determination of Turning Radius and Lateral Acceleration of Vehicle by GNSS/INS Sensor |
title_full | Determination of Turning Radius and Lateral Acceleration of Vehicle by GNSS/INS Sensor |
title_fullStr | Determination of Turning Radius and Lateral Acceleration of Vehicle by GNSS/INS Sensor |
title_full_unstemmed | Determination of Turning Radius and Lateral Acceleration of Vehicle by GNSS/INS Sensor |
title_short | Determination of Turning Radius and Lateral Acceleration of Vehicle by GNSS/INS Sensor |
title_sort | determination of turning radius and lateral acceleration of vehicle by gnss/ins sensor |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8950859/ https://www.ncbi.nlm.nih.gov/pubmed/35336468 http://dx.doi.org/10.3390/s22062298 |
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