Enhancing Traffic Simulations Analysis Efficacy using Multiperspective Heterogeneous Toolset

S. T. Rakkesh, A. Weerasinghe, R. Ranasinghe
{"title":"Enhancing Traffic Simulations Analysis Efficacy using Multiperspective Heterogeneous Toolset","authors":"S. T. Rakkesh, A. Weerasinghe, R. Ranasinghe","doi":"10.1109/ICTAS56421.2023.10082745","DOIUrl":null,"url":null,"abstract":"Metropolitan areas and traffic congestion have grown hand-in-hand with the expansion of human populations around the world. The same factors that encourage people to gather in urban areas also contributed to the intolerable levels of traffic congestion on city streets. To reduce traffic congestion and enhance localized regional traffic flows, new research initiatives should be explored which leads to successful solutions. These solutions need to be repeatedly tested, which demands for a sizable increase in support staff engagement and substantiable infrastructure amendments to evaluate novel solutions. Typically, it is not practical to conduct frequent trials on day-to-day live traffic in urban areas. Hence, simulators are essential in traffic study, aiding in the evaluation of suggested solutions. However, relying solely on simulation results of a single simulator could result in erroneous conclusions, because of the structural limitations they pose in accurately simulating every complex detail of a traffic environment. In this paper, we make use of a heterogeneous toolset that includes three dissimilar simulators that assess traffic flows in different perspectives from microscopic, mesoscopic, and macroscopic viewpoints and propose how a heterogenous toolset can be used to get more insights by using two sample study regions from Sri Lanka and India.","PeriodicalId":158720,"journal":{"name":"2023 Conference on Information Communications Technology and Society (ICTAS)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 Conference on Information Communications Technology and Society (ICTAS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICTAS56421.2023.10082745","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Metropolitan areas and traffic congestion have grown hand-in-hand with the expansion of human populations around the world. The same factors that encourage people to gather in urban areas also contributed to the intolerable levels of traffic congestion on city streets. To reduce traffic congestion and enhance localized regional traffic flows, new research initiatives should be explored which leads to successful solutions. These solutions need to be repeatedly tested, which demands for a sizable increase in support staff engagement and substantiable infrastructure amendments to evaluate novel solutions. Typically, it is not practical to conduct frequent trials on day-to-day live traffic in urban areas. Hence, simulators are essential in traffic study, aiding in the evaluation of suggested solutions. However, relying solely on simulation results of a single simulator could result in erroneous conclusions, because of the structural limitations they pose in accurately simulating every complex detail of a traffic environment. In this paper, we make use of a heterogeneous toolset that includes three dissimilar simulators that assess traffic flows in different perspectives from microscopic, mesoscopic, and macroscopic viewpoints and propose how a heterogenous toolset can be used to get more insights by using two sample study regions from Sri Lanka and India.
利用多视角异构工具集提高交通仿真分析效率
随着世界人口的增长,大都市区和交通拥堵的问题也随之加剧。鼓励人们聚集在城市地区的同样因素也导致了城市街道上令人难以忍受的交通拥堵。为减少交通挤塞及改善局部区域的交通流量,我们必须探索新的研究计划,找出成功的解决方案。这些解决方案需要反复测试,这需要大量增加支持人员的参与,并对基础设施进行实质性的修改,以评估新的解决方案。通常情况下,对城市地区的日常交通进行频繁的试验是不现实的。因此,模拟器在交通研究中是必不可少的,有助于评估建议的解决方案。然而,仅仅依靠单个模拟器的模拟结果可能会导致错误的结论,因为它们在准确模拟交通环境的每个复杂细节方面存在结构限制。在本文中,我们使用了一个异构工具集,其中包括三个不同的模拟器,从微观、中观和宏观的角度从不同的角度评估交通流量,并提出了如何通过使用来自斯里兰卡和印度的两个样本研究区域来使用异构工具集来获得更多的见解。
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 求助全文
来源期刊
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信