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Multianticipation for string stable Adaptive Cruise Control and increased motorway capacity without vehicle-to-vehicle communication

Adaptive Cruise Control (ACC) systems have been expected to solve many problems of motorway traffic. Now that they are widespread, it is observed that the majority of existing systems are string unstable. Therefore, small perturbations in the speed profile of a vehicle are amplified for the vehicles...

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Autores principales: Donà, Riccardo, Mattas, Konstantinos, He, Yinglong, Albano, Giovanni, Ciuffo, Biagio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9231564/
https://www.ncbi.nlm.nih.gov/pubmed/35781937
http://dx.doi.org/10.1016/j.trc.2022.103687
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author Donà, Riccardo
Mattas, Konstantinos
He, Yinglong
Albano, Giovanni
Ciuffo, Biagio
author_facet Donà, Riccardo
Mattas, Konstantinos
He, Yinglong
Albano, Giovanni
Ciuffo, Biagio
author_sort Donà, Riccardo
collection PubMed
description Adaptive Cruise Control (ACC) systems have been expected to solve many problems of motorway traffic. Now that they are widespread, it is observed that the majority of existing systems are string unstable. Therefore, small perturbations in the speed profile of a vehicle are amplified for the vehicles following upstream, with negative impacts on traffic flow, fuel consumption, and safety. Increased headway settings provide more stable flow but at the same time it deteriorates the capacity. Substantial research has been carried out in the past decade on utilizing connectivity to overcome this trade-off. However, such connectivity solutions have to overcome several obstacles before deployment and there is the concrete risk that motorway traffic flow will considerably deteriorate in the meanwhile. As an alternative solution, the paper explores multianticipation without inter-vehicle communication, taking advantage of the recent advancements in the field of RADAR sensing. An analytical study is carried out, based on the most widely used model and parameter settings used to simulate currently available commercial ACC systems, comparing the transfer functions and step responses for the nominal and the multianticipative formulations. Then, a microsimulation framework is employed to validate our claim on different speed profiles. Analytical results demonstrate that multianticipation enhances stability without impacting traffic flow. On the contrary, the simulation study indicates that the multianticipative-ACC can produce higher road capacity even in the presence of external disturbances and for a wide range of calibrated parameters. Finally, optimality conditions for the tuning of the headway policy are derived from a Pareto optimization.
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spelling pubmed-92315642022-07-01 Multianticipation for string stable Adaptive Cruise Control and increased motorway capacity without vehicle-to-vehicle communication Donà, Riccardo Mattas, Konstantinos He, Yinglong Albano, Giovanni Ciuffo, Biagio Transp Res Part C Emerg Technol Article Adaptive Cruise Control (ACC) systems have been expected to solve many problems of motorway traffic. Now that they are widespread, it is observed that the majority of existing systems are string unstable. Therefore, small perturbations in the speed profile of a vehicle are amplified for the vehicles following upstream, with negative impacts on traffic flow, fuel consumption, and safety. Increased headway settings provide more stable flow but at the same time it deteriorates the capacity. Substantial research has been carried out in the past decade on utilizing connectivity to overcome this trade-off. However, such connectivity solutions have to overcome several obstacles before deployment and there is the concrete risk that motorway traffic flow will considerably deteriorate in the meanwhile. As an alternative solution, the paper explores multianticipation without inter-vehicle communication, taking advantage of the recent advancements in the field of RADAR sensing. An analytical study is carried out, based on the most widely used model and parameter settings used to simulate currently available commercial ACC systems, comparing the transfer functions and step responses for the nominal and the multianticipative formulations. Then, a microsimulation framework is employed to validate our claim on different speed profiles. Analytical results demonstrate that multianticipation enhances stability without impacting traffic flow. On the contrary, the simulation study indicates that the multianticipative-ACC can produce higher road capacity even in the presence of external disturbances and for a wide range of calibrated parameters. Finally, optimality conditions for the tuning of the headway policy are derived from a Pareto optimization. Elsevier Science 2022-07 /pmc/articles/PMC9231564/ /pubmed/35781937 http://dx.doi.org/10.1016/j.trc.2022.103687 Text en © 2022 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Donà, Riccardo
Mattas, Konstantinos
He, Yinglong
Albano, Giovanni
Ciuffo, Biagio
Multianticipation for string stable Adaptive Cruise Control and increased motorway capacity without vehicle-to-vehicle communication
title Multianticipation for string stable Adaptive Cruise Control and increased motorway capacity without vehicle-to-vehicle communication
title_full Multianticipation for string stable Adaptive Cruise Control and increased motorway capacity without vehicle-to-vehicle communication
title_fullStr Multianticipation for string stable Adaptive Cruise Control and increased motorway capacity without vehicle-to-vehicle communication
title_full_unstemmed Multianticipation for string stable Adaptive Cruise Control and increased motorway capacity without vehicle-to-vehicle communication
title_short Multianticipation for string stable Adaptive Cruise Control and increased motorway capacity without vehicle-to-vehicle communication
title_sort multianticipation for string stable adaptive cruise control and increased motorway capacity without vehicle-to-vehicle communication
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9231564/
https://www.ncbi.nlm.nih.gov/pubmed/35781937
http://dx.doi.org/10.1016/j.trc.2022.103687
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