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Cellular-V2X Communications for Platooning: Design and Evaluation

Platooning is a cooperative driving application where autonomous/semi-autonomous vehicles move on the same lane in a train-like manner, keeping a small constant inter-vehicle distance, in order to reduce fuel consumption and gas emissions and to achieve safe and efficient transport. To this aim, the...

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Autores principales: Nardini, Giovanni, Virdis, Antonio, Campolo, Claudia, Molinaro, Antonella, Stea, Giovanni
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5981612/
https://www.ncbi.nlm.nih.gov/pubmed/29751690
http://dx.doi.org/10.3390/s18051527
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author Nardini, Giovanni
Virdis, Antonio
Campolo, Claudia
Molinaro, Antonella
Stea, Giovanni
author_facet Nardini, Giovanni
Virdis, Antonio
Campolo, Claudia
Molinaro, Antonella
Stea, Giovanni
author_sort Nardini, Giovanni
collection PubMed
description Platooning is a cooperative driving application where autonomous/semi-autonomous vehicles move on the same lane in a train-like manner, keeping a small constant inter-vehicle distance, in order to reduce fuel consumption and gas emissions and to achieve safe and efficient transport. To this aim, they may exploit multiple on-board sensors (e.g., radars, LiDARs, positioning systems) and direct vehicle-to-vehicle communications to synchronize their manoeuvres. The main objective of this paper is to discuss the design choices and factors that determine the performance of a platooning application, when exploiting the emerging cellular vehicle-to-everything (C-V2X) communication technology and considering the scheduled mode, specified by 3GPP for communications over the sidelink assisted by the eNodeB. Since no resource management algorithm is currently mandated by 3GPP for this new challenging context, we focus on analyzing the feasibility and performance of the dynamic scheduling approach, with platoon members asking for radio resources on a per-packet basis. We consider two ways of implementing dynamic scheduling, currently unspecified by 3GPP: the sequential mode, that is somehow reminiscent of time division multiple access solutions based on IEEE 802.11p—till now the only investigated access technology for platooning—and the simultaneous mode with spatial frequency reuse enabled by the eNodeB. The evaluation conducted through system-level simulations provides helpful insights about the proposed configurations and C-V2X parameter settings that mainly affect the reliability and latency performance of data exchange in platoons, under different load settings. Achieved results show that the proposed simultaneous mode succeeds in reducing the latency in the update cycle in each vehicle’s controller, thus enabling future high-density platooning scenarios.
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spelling pubmed-59816122018-06-05 Cellular-V2X Communications for Platooning: Design and Evaluation Nardini, Giovanni Virdis, Antonio Campolo, Claudia Molinaro, Antonella Stea, Giovanni Sensors (Basel) Article Platooning is a cooperative driving application where autonomous/semi-autonomous vehicles move on the same lane in a train-like manner, keeping a small constant inter-vehicle distance, in order to reduce fuel consumption and gas emissions and to achieve safe and efficient transport. To this aim, they may exploit multiple on-board sensors (e.g., radars, LiDARs, positioning systems) and direct vehicle-to-vehicle communications to synchronize their manoeuvres. The main objective of this paper is to discuss the design choices and factors that determine the performance of a platooning application, when exploiting the emerging cellular vehicle-to-everything (C-V2X) communication technology and considering the scheduled mode, specified by 3GPP for communications over the sidelink assisted by the eNodeB. Since no resource management algorithm is currently mandated by 3GPP for this new challenging context, we focus on analyzing the feasibility and performance of the dynamic scheduling approach, with platoon members asking for radio resources on a per-packet basis. We consider two ways of implementing dynamic scheduling, currently unspecified by 3GPP: the sequential mode, that is somehow reminiscent of time division multiple access solutions based on IEEE 802.11p—till now the only investigated access technology for platooning—and the simultaneous mode with spatial frequency reuse enabled by the eNodeB. The evaluation conducted through system-level simulations provides helpful insights about the proposed configurations and C-V2X parameter settings that mainly affect the reliability and latency performance of data exchange in platoons, under different load settings. Achieved results show that the proposed simultaneous mode succeeds in reducing the latency in the update cycle in each vehicle’s controller, thus enabling future high-density platooning scenarios. MDPI 2018-05-11 /pmc/articles/PMC5981612/ /pubmed/29751690 http://dx.doi.org/10.3390/s18051527 Text en © 2018 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Nardini, Giovanni
Virdis, Antonio
Campolo, Claudia
Molinaro, Antonella
Stea, Giovanni
Cellular-V2X Communications for Platooning: Design and Evaluation
title Cellular-V2X Communications for Platooning: Design and Evaluation
title_full Cellular-V2X Communications for Platooning: Design and Evaluation
title_fullStr Cellular-V2X Communications for Platooning: Design and Evaluation
title_full_unstemmed Cellular-V2X Communications for Platooning: Design and Evaluation
title_short Cellular-V2X Communications for Platooning: Design and Evaluation
title_sort cellular-v2x communications for platooning: design and evaluation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5981612/
https://www.ncbi.nlm.nih.gov/pubmed/29751690
http://dx.doi.org/10.3390/s18051527
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