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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...

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Detalles Bibliográficos
Autores principales: Vincke, Bastien, Florez, Sergio Rodriguez, Aubert, Pascal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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.
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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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