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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Science
2022
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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. |
format | Online Article Text |
id | pubmed-9231564 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier Science |
record_format | MEDLINE/PubMed |
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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