Optimization of Autonomous Vehicles Movement in Urban Intersection Management System
With the growing number of cars in the world, there are corresponding problems that society needs to solve. In metropolises, intersections are generators of traf?c jams and traf?c accidents. The introduction of unmanned autonomous vehicles is one of the solutions, however, it is necessary to optimiz...
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doaj-05ed59f0ca1f45d7b344cd2c167ea2102020-11-24T21:30:35ZengFRUCTProceedings of the XXth Conference of Open Innovations Association FRUCT2305-72542343-07372019-04-01854246066Optimization of Autonomous Vehicles Movement in Urban Intersection Management SystemSergey Chuprov0Ilya Viksnin1Iuliia Kim2Gleb Nedosekin3ITMO University, Saint Petersburg, RussiaITMO University, Saint Petersburg, RussiaITMO University, Saint Petersburg, RussiaITMO University, Saint Petersburg, RussiaWith the growing number of cars in the world, there are corresponding problems that society needs to solve. In metropolises, intersections are generators of traf?c jams and traf?c accidents. The introduction of unmanned autonomous vehicles is one of the solutions, however, it is necessary to optimize their movement. In this paper, authors propose a model of the functioning of the intersection management system. The aim of the system is to organize a con?ict-free, safe and optimal traversal of unmanned vehicles within the framework of the intelligent transport system of a smart city. The model assumes that at each intersection there are objects of transport infrastructure responsible for building routes at the intersection. To assess the feasibility of the presented model, the authors developed a software simulator of a network of urban intersections and conducted experiments. Based on simulation experiments, the use of the developed model can significantly reduce the time spent by unmanned vehicles to overcome the intersection compared to a traffic lights.https://fruct.org/publications/fruct24/files/Chu.pdf intersection managementunmanned vehiclesintelligent transport system |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Sergey Chuprov Ilya Viksnin Iuliia Kim Gleb Nedosekin |
spellingShingle |
Sergey Chuprov Ilya Viksnin Iuliia Kim Gleb Nedosekin Optimization of Autonomous Vehicles Movement in Urban Intersection Management System Proceedings of the XXth Conference of Open Innovations Association FRUCT intersection management unmanned vehicles intelligent transport system |
author_facet |
Sergey Chuprov Ilya Viksnin Iuliia Kim Gleb Nedosekin |
author_sort |
Sergey Chuprov |
title |
Optimization of Autonomous Vehicles Movement in Urban Intersection Management System |
title_short |
Optimization of Autonomous Vehicles Movement in Urban Intersection Management System |
title_full |
Optimization of Autonomous Vehicles Movement in Urban Intersection Management System |
title_fullStr |
Optimization of Autonomous Vehicles Movement in Urban Intersection Management System |
title_full_unstemmed |
Optimization of Autonomous Vehicles Movement in Urban Intersection Management System |
title_sort |
optimization of autonomous vehicles movement in urban intersection management system |
publisher |
FRUCT |
series |
Proceedings of the XXth Conference of Open Innovations Association FRUCT |
issn |
2305-7254 2343-0737 |
publishDate |
2019-04-01 |
description |
With the growing number of cars in the world, there are corresponding problems that society needs to solve. In metropolises, intersections are generators of traf?c jams and traf?c accidents. The introduction of unmanned autonomous vehicles is one of the solutions, however, it is necessary to optimize their movement. In this paper, authors propose a model of the functioning of the intersection management system. The aim of the system is to organize a con?ict-free, safe and optimal traversal of unmanned vehicles within the framework of the intelligent transport system of a smart city. The model assumes that at each intersection there are objects of transport infrastructure responsible for building routes at the intersection. To assess the feasibility of the presented model, the authors developed a software simulator of a network of urban intersections and conducted experiments. Based on simulation experiments, the use of the developed model can significantly reduce the time spent by unmanned vehicles to overcome the intersection compared to a traffic lights. |
topic |
intersection management unmanned vehicles intelligent transport system |
url |
https://fruct.org/publications/fruct24/files/Chu.pdf
|
work_keys_str_mv |
AT sergeychuprov optimizationofautonomousvehiclesmovementinurbanintersectionmanagementsystem AT ilyaviksnin optimizationofautonomousvehiclesmovementinurbanintersectionmanagementsystem AT iuliiakim optimizationofautonomousvehiclesmovementinurbanintersectionmanagementsystem AT glebnedosekin optimizationofautonomousvehiclesmovementinurbanintersectionmanagementsystem |
_version_ |
1725962789876400128 |