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Design and Implementation of HD Mapping, Vehicle Control, and V2I Communication for Robo-Taxi Services
This paper presents our autonomous driving (AD) software stack, developed to complete the main mission of the contest we entered. The main mission can be simply described as a robo-taxi service on public roads, to transport passengers to their destination autonomously. Among the key competencies req...
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/PMC9505008/ https://www.ncbi.nlm.nih.gov/pubmed/36146398 http://dx.doi.org/10.3390/s22187049 |
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author | Yoon, Jun Yong Jeong, Jinseop Sung, Woosuk |
author_facet | Yoon, Jun Yong Jeong, Jinseop Sung, Woosuk |
author_sort | Yoon, Jun Yong |
collection | PubMed |
description | This paper presents our autonomous driving (AD) software stack, developed to complete the main mission of the contest we entered. The main mission can be simply described as a robo-taxi service on public roads, to transport passengers to their destination autonomously. Among the key competencies required for the main mission, this paper focused on high-definition mapping, vehicle control, and vehicle-to-infrastructure (V2I) communication. V2I communication refers to the task of wireless data exchange between a roadside unit and vehicles. With the data being captured and shared, rich, timely, and non-line-of-sight-aware traffic information can be utilized for a wide range of AD applications. In the contest, V2I communication was applied for a robo-taxi service, and also for traffic light recognition. A V2I communication-enabled traffic light recognizer was developed, to achieve a nearly perfect recognition rate, and a robo-taxi service handler was developed, to perform the main mission of the contest. |
format | Online Article Text |
id | pubmed-9505008 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-95050082022-09-24 Design and Implementation of HD Mapping, Vehicle Control, and V2I Communication for Robo-Taxi Services Yoon, Jun Yong Jeong, Jinseop Sung, Woosuk Sensors (Basel) Technical Note This paper presents our autonomous driving (AD) software stack, developed to complete the main mission of the contest we entered. The main mission can be simply described as a robo-taxi service on public roads, to transport passengers to their destination autonomously. Among the key competencies required for the main mission, this paper focused on high-definition mapping, vehicle control, and vehicle-to-infrastructure (V2I) communication. V2I communication refers to the task of wireless data exchange between a roadside unit and vehicles. With the data being captured and shared, rich, timely, and non-line-of-sight-aware traffic information can be utilized for a wide range of AD applications. In the contest, V2I communication was applied for a robo-taxi service, and also for traffic light recognition. A V2I communication-enabled traffic light recognizer was developed, to achieve a nearly perfect recognition rate, and a robo-taxi service handler was developed, to perform the main mission of the contest. MDPI 2022-09-17 /pmc/articles/PMC9505008/ /pubmed/36146398 http://dx.doi.org/10.3390/s22187049 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 | Technical Note Yoon, Jun Yong Jeong, Jinseop Sung, Woosuk Design and Implementation of HD Mapping, Vehicle Control, and V2I Communication for Robo-Taxi Services |
title | Design and Implementation of HD Mapping, Vehicle Control, and V2I Communication for Robo-Taxi Services |
title_full | Design and Implementation of HD Mapping, Vehicle Control, and V2I Communication for Robo-Taxi Services |
title_fullStr | Design and Implementation of HD Mapping, Vehicle Control, and V2I Communication for Robo-Taxi Services |
title_full_unstemmed | Design and Implementation of HD Mapping, Vehicle Control, and V2I Communication for Robo-Taxi Services |
title_short | Design and Implementation of HD Mapping, Vehicle Control, and V2I Communication for Robo-Taxi Services |
title_sort | design and implementation of hd mapping, vehicle control, and v2i communication for robo-taxi services |
topic | Technical Note |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9505008/ https://www.ncbi.nlm.nih.gov/pubmed/36146398 http://dx.doi.org/10.3390/s22187049 |
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