A Scheme of Intelligent Traffic Light System Based on Distributed Security Architecture of Blockchain Technology

In recent years, under the background that the rapid development of traffic volume makes the current traffic lights far from meeting the urban traffic demand, intelligent traffic lights based on the centralized architecture began to appear. However, in the traffic network with complex structure and...

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Main Authors: Pengjie Zeng, Xiaoliang Wang, Hao Li, Frank Jiang, Robin Doss
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8988221/
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spelling doaj-ff329be8d683468ab7a60078055551872021-03-30T02:05:33ZengIEEEIEEE Access2169-35362020-01-018336443365710.1109/ACCESS.2020.29726068988221A Scheme of Intelligent Traffic Light System Based on Distributed Security Architecture of Blockchain TechnologyPengjie Zeng0https://orcid.org/0000-0003-2929-6012Xiaoliang Wang1https://orcid.org/0000-0002-6229-4601Hao Li2https://orcid.org/0000-0003-4369-130XFrank Jiang3https://orcid.org/0000-0003-3088-8525Robin Doss4https://orcid.org/0000-0001-6143-6850School of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, ChinaSchool of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, ChinaSchool of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, ChinaSchool of Info Technology, Deakin University, Geelong, VIC, AustraliaSchool of Info Technology, Deakin University, Geelong, VIC, AustraliaIn recent years, under the background that the rapid development of traffic volume makes the current traffic lights far from meeting the urban traffic demand, intelligent traffic lights based on the centralized architecture began to appear. However, in the traffic network with complex structure and private data flow, there are many malicious attacks against the centralized architecture, such as Sybil and ghost car attacks, which undoubtedly brings great security risks to the traditional intelligent traffic lights. Blockchain technology is a popular security framework nowadays. Based on its outstanding characteristics in the distributed architecture and the development of Edge Intelligence (EI) technology, this paper proposes a distributed security architecture scheme based on blockchain technology for the existing intelligent traffic light system. At the same time, based on the model cutting technology proposed by EI, the smart contract is improved to achieve redundant cutting of ledger data in the process of block consensus, which greatly reduces the pressure of blockchain ledger data transmission. In the end of this paper, the superiority of this scheme compared with the traditional intelligent traffic light scheme in communication cost and time cost is demonstrated by simulation experiment.https://ieeexplore.ieee.org/document/8988221/Blockchainintelligent transportationdistributed architectureedge intelligence
collection DOAJ
language English
format Article
sources DOAJ
author Pengjie Zeng
Xiaoliang Wang
Hao Li
Frank Jiang
Robin Doss
spellingShingle Pengjie Zeng
Xiaoliang Wang
Hao Li
Frank Jiang
Robin Doss
A Scheme of Intelligent Traffic Light System Based on Distributed Security Architecture of Blockchain Technology
IEEE Access
Blockchain
intelligent transportation
distributed architecture
edge intelligence
author_facet Pengjie Zeng
Xiaoliang Wang
Hao Li
Frank Jiang
Robin Doss
author_sort Pengjie Zeng
title A Scheme of Intelligent Traffic Light System Based on Distributed Security Architecture of Blockchain Technology
title_short A Scheme of Intelligent Traffic Light System Based on Distributed Security Architecture of Blockchain Technology
title_full A Scheme of Intelligent Traffic Light System Based on Distributed Security Architecture of Blockchain Technology
title_fullStr A Scheme of Intelligent Traffic Light System Based on Distributed Security Architecture of Blockchain Technology
title_full_unstemmed A Scheme of Intelligent Traffic Light System Based on Distributed Security Architecture of Blockchain Technology
title_sort scheme of intelligent traffic light system based on distributed security architecture of blockchain technology
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description In recent years, under the background that the rapid development of traffic volume makes the current traffic lights far from meeting the urban traffic demand, intelligent traffic lights based on the centralized architecture began to appear. However, in the traffic network with complex structure and private data flow, there are many malicious attacks against the centralized architecture, such as Sybil and ghost car attacks, which undoubtedly brings great security risks to the traditional intelligent traffic lights. Blockchain technology is a popular security framework nowadays. Based on its outstanding characteristics in the distributed architecture and the development of Edge Intelligence (EI) technology, this paper proposes a distributed security architecture scheme based on blockchain technology for the existing intelligent traffic light system. At the same time, based on the model cutting technology proposed by EI, the smart contract is improved to achieve redundant cutting of ledger data in the process of block consensus, which greatly reduces the pressure of blockchain ledger data transmission. In the end of this paper, the superiority of this scheme compared with the traditional intelligent traffic light scheme in communication cost and time cost is demonstrated by simulation experiment.
topic Blockchain
intelligent transportation
distributed architecture
edge intelligence
url https://ieeexplore.ieee.org/document/8988221/
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