Reputation Consensus-Based Scheme for Information Sharing in Internet of Vehicles

被引:5
|
作者
Yan, Kun [1 ,2 ]
Zeng, Ping [3 ]
Wang, Kan [2 ,4 ]
Ma, Wenping [1 ]
Zhao, Geng [3 ]
Ma, Yingjie [3 ]
机构
[1] Xidian Univ, Sch Telecommun Engn, Xian 710071, Peoples R China
[2] Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Peoples R China
[3] Beijing Elect Sci & Technol Inst, Dept Elect & Commun Engn, Beijing 100070, Peoples R China
[4] Xian Univ Technol, Sch Comp Sci & Engn, Xian 710048, Peoples R China
关键词
Reputation consensus; blockchain; internet of vehicles; TOPSIS; bayesian inference;
D O I
10.1109/TVT.2023.3237215
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Low latency and low energy consumption are prerequisites for Internet of Vehicles (IoV) research; nevertheless, consensus mechanisms of legacy blockchain applied to IoV typically incur high delay and serious energy consumption due to the computational puzzle. In this paper, Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) is used to implement a novel reputation consensus mechanism for IoV based on vehicle reputation values and traffic environment, which can not only reduce the computational pressure but also ensure the fairness of consensus. Firstly, the information transmission vehicles (ITVs) would be picked following the reputation value and its associated environmental data that makes the choice more comprehensive and objective than other mechanisms. Secondly, the authenticity of sharing information is determined with the help of Bayesian inference, aided by the reputation value of message reporting vehicles (MRVs). Finally, simulation results show that the proposed scheme can improve consensus efficiency by picking ITVs in a short time and avoid the spreading of false information effectively in the IoV system.
引用
收藏
页码:13631 / 13636
页数:6
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