Numerical route reservation method in the geoinformatic task of autonomous vehicle routing
Autonomous vehicle development is one of many trends that will affect future transport demands and planning needs. Autonomous vehicles management as a part of an intelligent transportation system could significantly reduce traffic jams and decrease the overall travel time. In this work, we investiga...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Samara National Research University
2018-10-01
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| Series: | Компьютерная оптика |
| Subjects: | |
| Online Access: | http://computeroptics.smr.ru/KO/PDF/KO42-5/420523.pdf |
| _version_ | 1818512262791430144 |
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| author | Anton Agafonov Vladislav Myasnikov |
| author_facet | Anton Agafonov Vladislav Myasnikov |
| author_sort | Anton Agafonov |
| collection | DOAJ |
| description | Autonomous vehicle development is one of many trends that will affect future transport demands and planning needs. Autonomous vehicles management as a part of an intelligent transportation system could significantly reduce traffic jams and decrease the overall travel time. In this work, we investigate a route reservation architecture to manage road traffic within an urban area. The routing architecture decomposes road segments into time and spatial slots for every vehicle, it makes the reservation of appropriate slots on the road segments in the selected route. This approach allows one to predict the traffic in the road network and find the shortest path more precisely. We propose that a rerouting procedure should be utilized to improve the quality of the routing approach. We consider several speed-density relations to estimate the vehicle speed based on a road segment reservation state. The experimental study of the routing architecture is conducted using microscopic traffic simulation in SUMO package. |
| first_indexed | 2024-12-10T23:44:23Z |
| format | Article |
| id | doaj.art-ae65bcc0c13d48b89208dc950a58f035 |
| institution | Directory Open Access Journal |
| issn | 0134-2452 2412-6179 |
| language | English |
| last_indexed | 2024-12-10T23:44:23Z |
| publishDate | 2018-10-01 |
| publisher | Samara National Research University |
| record_format | Article |
| series | Компьютерная оптика |
| spelling | doaj.art-ae65bcc0c13d48b89208dc950a58f0352022-12-22T01:28:58ZengSamara National Research UniversityКомпьютерная оптика0134-24522412-61792018-10-0142591292010.18287/2412-6179-2018-42-5-912-920Numerical route reservation method in the geoinformatic task of autonomous vehicle routingAnton Agafonov0Vladislav Myasnikov1Samara National Research University, Moskovskoye shosse, 34, Samara, RussiaSamara National Research University, Moskovskoye shosse, 34, Samara, Russia; IPSI RAS – Branch of the FSRC “Crystallography and Photonics” RAS, Molodogvardeyskaya 151, Samara, RussiaAutonomous vehicle development is one of many trends that will affect future transport demands and planning needs. Autonomous vehicles management as a part of an intelligent transportation system could significantly reduce traffic jams and decrease the overall travel time. In this work, we investigate a route reservation architecture to manage road traffic within an urban area. The routing architecture decomposes road segments into time and spatial slots for every vehicle, it makes the reservation of appropriate slots on the road segments in the selected route. This approach allows one to predict the traffic in the road network and find the shortest path more precisely. We propose that a rerouting procedure should be utilized to improve the quality of the routing approach. We consider several speed-density relations to estimate the vehicle speed based on a road segment reservation state. The experimental study of the routing architecture is conducted using microscopic traffic simulation in SUMO package.http://computeroptics.smr.ru/KO/PDF/KO42-5/420523.pdfroute reservation approachvehicle routingshortest pathtraffic simulationSUMO |
| spellingShingle | Anton Agafonov Vladislav Myasnikov Numerical route reservation method in the geoinformatic task of autonomous vehicle routing Компьютерная оптика route reservation approach vehicle routing shortest path traffic simulation SUMO |
| title | Numerical route reservation method in the geoinformatic task of autonomous vehicle routing |
| title_full | Numerical route reservation method in the geoinformatic task of autonomous vehicle routing |
| title_fullStr | Numerical route reservation method in the geoinformatic task of autonomous vehicle routing |
| title_full_unstemmed | Numerical route reservation method in the geoinformatic task of autonomous vehicle routing |
| title_short | Numerical route reservation method in the geoinformatic task of autonomous vehicle routing |
| title_sort | numerical route reservation method in the geoinformatic task of autonomous vehicle routing |
| topic | route reservation approach vehicle routing shortest path traffic simulation SUMO |
| url | http://computeroptics.smr.ru/KO/PDF/KO42-5/420523.pdf |
| work_keys_str_mv | AT antonagafonov numericalroutereservationmethodinthegeoinformatictaskofautonomousvehiclerouting AT vladislavmyasnikov numericalroutereservationmethodinthegeoinformatictaskofautonomousvehiclerouting |