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A novel approach of overtaking maneuvering using modified RG method

Intelligent and safe overtaking maneuvering is always a challenging task for autonomous vehicles. This paper proposes and experimentally implements a novel approach of overtaking maneuvering using modified form of Rendezvous Guidance (RG) algorithm for trajectory planning and obstacle avoidance, con...

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Detalles Bibliográficos
Autores principales: Ghumman, Usman, Jabbar, Hamid, Tiwana, Mohsin Islam, Khalil, Ihsan Ullah, Kunwar, Faraz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8776333/
https://www.ncbi.nlm.nih.gov/pubmed/35051201
http://dx.doi.org/10.1371/journal.pone.0260455
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author Ghumman, Usman
Jabbar, Hamid
Tiwana, Mohsin Islam
Khalil, Ihsan Ullah
Kunwar, Faraz
author_facet Ghumman, Usman
Jabbar, Hamid
Tiwana, Mohsin Islam
Khalil, Ihsan Ullah
Kunwar, Faraz
author_sort Ghumman, Usman
collection PubMed
description Intelligent and safe overtaking maneuvering is always a challenging task for autonomous vehicles. This paper proposes and experimentally implements a novel approach of overtaking maneuvering using modified form of Rendezvous Guidance (RG) algorithm for trajectory planning and obstacle avoidance, considering driver safety and comfort during autonomous overtaking. The simulations for all possible scenarios are conducted to ensure the effectiveness of proposed modified RG algorithm. These scenarios involved presence and absence of obstacle vehicle in overtaking lane alongside leading vehicle in driving lane. In addition, the enhanced performance of modified RG algorithm is established over conventional RG algorithm by comparative analysis. The results indicate that overtaking maneuvering period could be decreased by 10% using a modified RG algorithm and vehicle will cover less distance to complete overtaking. The efficacy of proposed method is justified by performing experiments using mobile robots. The experimental results and simulation results of modified RG algorithm are compared, and their plots are almost identical.
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spelling pubmed-87763332022-01-21 A novel approach of overtaking maneuvering using modified RG method Ghumman, Usman Jabbar, Hamid Tiwana, Mohsin Islam Khalil, Ihsan Ullah Kunwar, Faraz PLoS One Research Article Intelligent and safe overtaking maneuvering is always a challenging task for autonomous vehicles. This paper proposes and experimentally implements a novel approach of overtaking maneuvering using modified form of Rendezvous Guidance (RG) algorithm for trajectory planning and obstacle avoidance, considering driver safety and comfort during autonomous overtaking. The simulations for all possible scenarios are conducted to ensure the effectiveness of proposed modified RG algorithm. These scenarios involved presence and absence of obstacle vehicle in overtaking lane alongside leading vehicle in driving lane. In addition, the enhanced performance of modified RG algorithm is established over conventional RG algorithm by comparative analysis. The results indicate that overtaking maneuvering period could be decreased by 10% using a modified RG algorithm and vehicle will cover less distance to complete overtaking. The efficacy of proposed method is justified by performing experiments using mobile robots. The experimental results and simulation results of modified RG algorithm are compared, and their plots are almost identical. Public Library of Science 2022-01-20 /pmc/articles/PMC8776333/ /pubmed/35051201 http://dx.doi.org/10.1371/journal.pone.0260455 Text en © 2022 Ghumman et al 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, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ghumman, Usman
Jabbar, Hamid
Tiwana, Mohsin Islam
Khalil, Ihsan Ullah
Kunwar, Faraz
A novel approach of overtaking maneuvering using modified RG method
title A novel approach of overtaking maneuvering using modified RG method
title_full A novel approach of overtaking maneuvering using modified RG method
title_fullStr A novel approach of overtaking maneuvering using modified RG method
title_full_unstemmed A novel approach of overtaking maneuvering using modified RG method
title_short A novel approach of overtaking maneuvering using modified RG method
title_sort novel approach of overtaking maneuvering using modified rg method
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8776333/
https://www.ncbi.nlm.nih.gov/pubmed/35051201
http://dx.doi.org/10.1371/journal.pone.0260455
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