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Status已发表Published
TitleReliable Traffic Monitoring Mechanisms Based on Blockchain in Vehicular Networks
Creator
Date Issued2021
Source PublicationIEEE Transactions on Reliability
ISSN0018-9529
Abstract

Real-time traffic monitoring is a fundamental mission in a smart city to understand traffic conditions and avoid dangerous accidents. In this article, we propose a reliable and efficient traffic monitoring system that integrates blockchain and the Internet of Vehicles technologies effectively. It can crowdsource its tasks of traffic information collection to vehicles that run on the road instead of installing cameras in every corner. First, we design a lightweight blockchain-based information trading framework to model the interactions between traffic administration and vehicles. It guarantees reliability, efficiency, and security during executing trading. Second, we define the utility functions for the entities in this system and come up with a budgeted auction mechanism that motivates vehicles to undertake the collection tasks actively. In our algorithm, it not only ensures that the total payment to the selected vehicles does not exceed a given budget but also maintains the truthfulness of the auction process that prevents some vehicles from offering unreal bids for getting greater utilities. Finally, we conduct a group of numerical simulations to evaluate the reliability of our trading framework and performance of our algorithms, whose results demonstrate their correctness and efficiency perfectly.

KeywordBlockchain Budgeted auction Internet of Vehicles (IoV) lightweight blockchain Monitoring Peer-to-peer computing reliability Roads Security Smart cities Task analysis truthfulness
DOI10.1109/TR.2020.3046556
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaComputer Science ; Engineering
WOS SubjectComputer Science, Hardware & Architecture ; Computer Science, Software Engineering ; Engineering, Electrical & Electronic
WOS IDWOS:000733754900001
Scopus ID2-s2.0-85099582993
Citation statistics
Cited Times:27[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/9103
CollectionResearch outside affiliated institution
Corresponding AuthorGuo, Jianxiong
Affiliation
1.Department of Computer Science, Erik Jonsson School of Engineering and Computer Science, University of Texas at Dallas, Richardson, TX 75080 USA (e-mail: jianxiong.guo@utdallas.edu).
2.School of Information, Renmin University of China, Beijing 100872 China (e-mail: dxj@ruc.edu.cn).
3.Department of Computer Science, Erik Jonsson School of Engineering and Computer Science, University of Texas at Dallas, Richardson, TX 75080 USA (e-mail: weiliwu@utdallas.edu).
Recommended Citation
GB/T 7714
Guo, Jianxiong,Ding, Xingjian,Wu, Weili. Reliable Traffic Monitoring Mechanisms Based on Blockchain in Vehicular Networks[J]. IEEE Transactions on Reliability, 2021.
APA Guo, Jianxiong, Ding, Xingjian, & Wu, Weili. (2021). Reliable Traffic Monitoring Mechanisms Based on Blockchain in Vehicular Networks. IEEE Transactions on Reliability.
MLA Guo, Jianxiong,et al."Reliable Traffic Monitoring Mechanisms Based on Blockchain in Vehicular Networks". IEEE Transactions on Reliability (2021).
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