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An Open-Source Scale Model Platform for Teaching Autonomous Vehicle Technologies
Emerging technologies in the context of Autonomous Vehicles (AV) have drastically evolved the industry’s qualification requirements. AVs incorporate complex perception and control systems. Teaching the associated skills that are necessary for the analysis of such systems becomes a very difficult pro...
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/PMC8199735/ https://www.ncbi.nlm.nih.gov/pubmed/34199679 http://dx.doi.org/10.3390/s21113850 |
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author | Vincke, Bastien Florez, Sergio Rodriguez Aubert, Pascal |
author_facet | Vincke, Bastien Florez, Sergio Rodriguez Aubert, Pascal |
author_sort | Vincke, Bastien |
collection | PubMed |
description | Emerging technologies in the context of Autonomous Vehicles (AV) have drastically evolved the industry’s qualification requirements. AVs incorporate complex perception and control systems. Teaching the associated skills that are necessary for the analysis of such systems becomes a very difficult process and existing solutions do not facilitate learning. In this study, our efforts are devoted to proposingan open-source scale model vehicle platform that is designed for teaching the fundamental concepts of autonomous vehicles technologies that are adapted to undergraduate and technical students. The proposed platform is as realistic as possible in order to present and address all of the fundamental concepts that are associated with AV. It includes all on-board components of a stand-alone system, including low and high level functions. Such functionalities are detailed and a proof of concept prototype is presented. A set of experiments is carried out, and the results obtained using this prototype validate the usability of the model for the analysis of time- and energy-constrained systems, as well as distributed embedded perception systems. |
format | Online Article Text |
id | pubmed-8199735 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-81997352021-06-14 An Open-Source Scale Model Platform for Teaching Autonomous Vehicle Technologies Vincke, Bastien Florez, Sergio Rodriguez Aubert, Pascal Sensors (Basel) Article Emerging technologies in the context of Autonomous Vehicles (AV) have drastically evolved the industry’s qualification requirements. AVs incorporate complex perception and control systems. Teaching the associated skills that are necessary for the analysis of such systems becomes a very difficult process and existing solutions do not facilitate learning. In this study, our efforts are devoted to proposingan open-source scale model vehicle platform that is designed for teaching the fundamental concepts of autonomous vehicles technologies that are adapted to undergraduate and technical students. The proposed platform is as realistic as possible in order to present and address all of the fundamental concepts that are associated with AV. It includes all on-board components of a stand-alone system, including low and high level functions. Such functionalities are detailed and a proof of concept prototype is presented. A set of experiments is carried out, and the results obtained using this prototype validate the usability of the model for the analysis of time- and energy-constrained systems, as well as distributed embedded perception systems. MDPI 2021-06-02 /pmc/articles/PMC8199735/ /pubmed/34199679 http://dx.doi.org/10.3390/s21113850 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 Vincke, Bastien Florez, Sergio Rodriguez Aubert, Pascal An Open-Source Scale Model Platform for Teaching Autonomous Vehicle Technologies |
title | An Open-Source Scale Model Platform for Teaching Autonomous Vehicle Technologies |
title_full | An Open-Source Scale Model Platform for Teaching Autonomous Vehicle Technologies |
title_fullStr | An Open-Source Scale Model Platform for Teaching Autonomous Vehicle Technologies |
title_full_unstemmed | An Open-Source Scale Model Platform for Teaching Autonomous Vehicle Technologies |
title_short | An Open-Source Scale Model Platform for Teaching Autonomous Vehicle Technologies |
title_sort | open-source scale model platform for teaching autonomous vehicle technologies |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8199735/ https://www.ncbi.nlm.nih.gov/pubmed/34199679 http://dx.doi.org/10.3390/s21113850 |
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