Traffic Simulation of Lane-Merging of Autonomous Vehicles in the Context of Platooning

Gil Domingues, João Cabral, João Mota, P. Pontes, Zafeiris Kokkinogenis, R. Rossetti
{"title":"Traffic Simulation of Lane-Merging of Autonomous Vehicles in the Context of Platooning","authors":"Gil Domingues, João Cabral, João Mota, P. Pontes, Zafeiris Kokkinogenis, R. Rossetti","doi":"10.1109/ISC2.2018.8656856","DOIUrl":null,"url":null,"abstract":"Recent research has shown that by optimizing lane changing maneuvers and making vehicles travel much closer to each other it is possible to achieve a significant reduction in traffic congestion – a severe problem in all major cities. The issue of lane-merging was approached in the context of autonomous vehicles, capable of inter-vehicle communication and grouped into platoons. Solutions based on the use of negotiation techniques were explored by modelling and performing simulations in SUMO (Simulation for Urban Mobility). This paper demonstrates the benefits of the use of platoons in traffic flow, across a range of metrics, and proposes two methods of negotiation for vehicles entering a lane to merge into a platoon.","PeriodicalId":344652,"journal":{"name":"2018 IEEE International Smart Cities Conference (ISC2)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE International Smart Cities Conference (ISC2)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISC2.2018.8656856","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 8

Abstract

Recent research has shown that by optimizing lane changing maneuvers and making vehicles travel much closer to each other it is possible to achieve a significant reduction in traffic congestion – a severe problem in all major cities. The issue of lane-merging was approached in the context of autonomous vehicles, capable of inter-vehicle communication and grouped into platoons. Solutions based on the use of negotiation techniques were explored by modelling and performing simulations in SUMO (Simulation for Urban Mobility). This paper demonstrates the benefits of the use of platoons in traffic flow, across a range of metrics, and proposes two methods of negotiation for vehicles entering a lane to merge into a platoon.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
队列环境下自动驾驶汽车车道合并交通仿真
最近的研究表明,通过优化变道机动和使车辆彼此行驶得更近,有可能显著减少交通拥堵——这是所有主要城市都存在的一个严重问题。在自动驾驶汽车的背景下,车道合并问题得到了解决,自动驾驶汽车能够进行车辆间的通信并分组成排。通过在SUMO(城市移动模拟)中建模和执行模拟,探索了基于协商技术的解决方案。本文通过一系列指标论证了在交通流中使用队列的好处,并提出了两种进入车道的车辆合并成队列的协商方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
A Machine Learning Approach to Short-Term Traffic Flow Prediction: A Case Study of Interstate 64 in Missouri Feature selection embedded subspace clustering with low-rank and locality constraints Optimal User Association in Hybrid WLANs under Bandwidth Constraints Evolution of autograph signature to advanced electronic signature in smart cities environment A Unique Approach to Demand Side Management of Electric Vehicle Charging for Developing Countries
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1