A Smart Contract-Based Intelligent Traffic Adaptive Signal Control Scheme

被引:0
|
作者
Wang, Wenyue [1 ]
Tian, Xiang [1 ,2 ,3 ]
Cheng, Xiaolu [1 ,2 ,3 ]
Yuan, Yuan [1 ,2 ,3 ]
Yan, Biwei [1 ,2 ,3 ]
Yu, Jiguo [2 ,3 ]
机构
[1] Qilu Univ Technol Shandong Acad Sci, Sch Comp Sci & Technol, Jinan 250353, Peoples R China
[2] Qilu Univ Technol, Big Data Inst, Jinan 250353, Peoples R China
[3] Shandong Fundamental Res Ctr Comp Sci, Jinan 250300, Peoples R China
关键词
Intelligent traffic; Access control; Edge computing; Consortium blockchain; Smart contract; EDGE; FRAMEWORK;
D O I
10.1007/978-3-031-19208-1_5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Intelligent traffic is one of the most important applications for improving urban traffic pressure. However, intersections are an important element of urban road network, which makes the complex traffic data face the challenges of security and efficiency in the process of transmission. In this paper, we propose a smart contract-based intelligent traffic adaptive signal control scheme to optimize the traffic efficiency problem at intersections. In the scheme, we use consortium blockchain and smart contracts to ensure secure transmission of traffic data and trusted access permission verification for intelligent traffic devices. Then, we introduce edge computing into the intelligent traffic, which can process massive traffic data in real time. In addition, we propose an improved Webster algorithm, aiming at optimizing the dynamic allocation of signal times, so as to reduce the congestion at intersections. The security analysis and evaluation experiments demonstrate that the scheme is feasible and valid, and it can facilitate the adaptive control of traffic signal lights.
引用
收藏
页码:52 / 63
页数:12
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