Adaptive Area-Based Traffic Congestion Control and Management Scheme Based on Fog Computing

doi:10.1109/TITS.2022.3183687

科研成果详情

题名	Adaptive Area-Based Traffic Congestion Control and Management Scheme Based on Fog Computing
作者	Gu，Ke 1; Hu，Jieyu 1; Jia，Weijia2,3
发表日期	2023
发表期刊	IEEE Transactions on Intelligent Transportation Systems
ISSN/eISSN	1524-9050
卷号	24 期号:1 页码:1359-1373
摘要	How to globally construct the effective traffic congestion control and management method on large-scale urban road network is an important research challenge. Since an urban region can be divided into many areas to be managed, grid management has great potential to improve traffic management on large-scale urban road network. In this paper, we propose an adaptive area-based traffic congestion control and management scheme, which is based on fog computing-based internet of vehicles. In our proposed scheme, an urban region is divided to many traffic management areas. Based on the real-time dynamic traffic tightness degrees and the static correlation degrees between these divided management areas, we can obtain the complete real-time regional traffic correlations of these divided management areas. Further, when a traffic congestion occurs, the fog servers use the constructed measures to control the signal lights in real time and effectively guide the traffic flow through the cooperation between these divided management areas. The experimental results show our proposed scheme can effectively implement the road guidance and traffic light control to alleviate or eliminate traffic congestion when a traffic congestion occurs.
关键词	fog computing traffic congestion Traffic management urban area
DOI	10.1109/TITS.2022.3183687
URL	查看来源
语种	英语English
Scopus入藏号	2-s2.0-85133736687
引用统计	被引频次：16[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://repository.uic.edu.cn/handle/39GCC9TT/11628
专题	北师香港浸会大学
通讯作者	Jia，Weijia
作者单位	1.Changsha University of Science and Technology,School of Computer and Communication Engineering,Changsha,410114,China 2.Institute of Artificial Intelligence and Future Networks,Beijing Normal University,Zhuhai,519087,China 3.Beijing Normal University-Hong Kong Baptist University United International College (UIC),Guangdong Key Laboratory of Ai and Multi-Modal Data Processing,Zhuhai,519087,China
通讯作者单位	北师香港浸会大学
推荐引用方式 GB/T 7714	Gu，Ke,Hu，Jieyu,Jia，Weijia. Adaptive Area-Based Traffic Congestion Control and Management Scheme Based on Fog Computing[J]. IEEE Transactions on Intelligent Transportation Systems, 2023, 24(1): 1359-1373.
APA	Gu，Ke, Hu，Jieyu, & Jia，Weijia. (2023). Adaptive Area-Based Traffic Congestion Control and Management Scheme Based on Fog Computing. IEEE Transactions on Intelligent Transportation Systems, 24(1), 1359-1373.
MLA	Gu，Ke,et al."Adaptive Area-Based Traffic Congestion Control and Management Scheme Based on Fog Computing". IEEE Transactions on Intelligent Transportation Systems 24.1(2023): 1359-1373.