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A longitudinal inter-vehicle distance controller application for autonomous vehicle platoons
Autonomous vehicle platoons are a promising solution to road safety, efficient road utilization, emission reduction, among other problems facing today’s transportation industry. However, consistently maintaining the desired inter-vehicle distance is one of the major problems facing autonomous vehicl...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9137855/ https://www.ncbi.nlm.nih.gov/pubmed/35634117 http://dx.doi.org/10.7717/peerj-cs.990 |
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author | Gunagwera, Alex Zengin, Aydin Tarik |
author_facet | Gunagwera, Alex Zengin, Aydin Tarik |
author_sort | Gunagwera, Alex |
collection | PubMed |
description | Autonomous vehicle platoons are a promising solution to road safety, efficient road utilization, emission reduction, among other problems facing today’s transportation industry. However, consistently maintaining the desired inter-vehicle distance is one of the major problems facing autonomous vehicle platoons. In this study, we propose a proportional–integral–derivative (PID)-based cost-efficient algorithm to control the longitudinal inter-vehicle distance between successive members of an autonomous vehicle platoon. In our approach, calculations of the control algorithm are decentralized, and the data used in the control algorithm is obtained using one sensor per platoon member making the algorithm cost-efficient both computationally and financially. The proposed algorithm was implemented using the Robot Operating System (ROS) and applied to 3D vehicle models in simulations designed to mimic the natural environment in order to demonstrate and evaluate the suitability of the proposed algorithm for demanding and applicable scenarios. We performed meticulous simulations using the ROS framework in conjunction with the gazebo platform. In the proposed approach, the desired inter-vehicle distance between platoon members was successfully kept with a maximum absolute error of 5 m under any given scenario at any given time while maintaining platoon formation and ensuring that no collisions occur among platoon members. |
format | Online Article Text |
id | pubmed-9137855 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91378552022-05-28 A longitudinal inter-vehicle distance controller application for autonomous vehicle platoons Gunagwera, Alex Zengin, Aydin Tarik PeerJ Comput Sci Agents and Multi-Agent Systems Autonomous vehicle platoons are a promising solution to road safety, efficient road utilization, emission reduction, among other problems facing today’s transportation industry. However, consistently maintaining the desired inter-vehicle distance is one of the major problems facing autonomous vehicle platoons. In this study, we propose a proportional–integral–derivative (PID)-based cost-efficient algorithm to control the longitudinal inter-vehicle distance between successive members of an autonomous vehicle platoon. In our approach, calculations of the control algorithm are decentralized, and the data used in the control algorithm is obtained using one sensor per platoon member making the algorithm cost-efficient both computationally and financially. The proposed algorithm was implemented using the Robot Operating System (ROS) and applied to 3D vehicle models in simulations designed to mimic the natural environment in order to demonstrate and evaluate the suitability of the proposed algorithm for demanding and applicable scenarios. We performed meticulous simulations using the ROS framework in conjunction with the gazebo platform. In the proposed approach, the desired inter-vehicle distance between platoon members was successfully kept with a maximum absolute error of 5 m under any given scenario at any given time while maintaining platoon formation and ensuring that no collisions occur among platoon members. PeerJ Inc. 2022-05-23 /pmc/articles/PMC9137855/ /pubmed/35634117 http://dx.doi.org/10.7717/peerj-cs.990 Text en © 2022 Gunagwera and Zengin https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited. |
spellingShingle | Agents and Multi-Agent Systems Gunagwera, Alex Zengin, Aydin Tarik A longitudinal inter-vehicle distance controller application for autonomous vehicle platoons |
title | A longitudinal inter-vehicle distance controller application for autonomous vehicle platoons |
title_full | A longitudinal inter-vehicle distance controller application for autonomous vehicle platoons |
title_fullStr | A longitudinal inter-vehicle distance controller application for autonomous vehicle platoons |
title_full_unstemmed | A longitudinal inter-vehicle distance controller application for autonomous vehicle platoons |
title_short | A longitudinal inter-vehicle distance controller application for autonomous vehicle platoons |
title_sort | longitudinal inter-vehicle distance controller application for autonomous vehicle platoons |
topic | Agents and Multi-Agent Systems |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9137855/ https://www.ncbi.nlm.nih.gov/pubmed/35634117 http://dx.doi.org/10.7717/peerj-cs.990 |
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