TY - JOUR
T1 - Novel Vote Scheme for Decision-Making Feedback Based on Blockchain in Internet of Vehicles
AU - Ren, Yongjun
AU - Zhu, Fujian
AU - Wang, Jin
AU - Sharma, Pradip Kumar
AU - Ghosh, Uttam
N1 - Funding Agency:
National Natural Science Foundation of China (Grant Number: 61772280, 61772454, 62072056 and 62072249)
PY - 2022/2/1
Y1 - 2022/2/1
N2 - Obtaining timely and accurate traffic information is one of the most important problems in intelligent transportation system, which will make vehicles run smoothly, avoid road congestion, save road running time and reduce vehicle energy consumption. In the current Internet of Vehicles system, the traffic management center can learn from the feedback information of all vehicles to improve the ability of decision-making and traffic command. However, the existing feedback mechanism does not respond to the spatial-temporal characteristics of data in time, due to the lack of communication capability of the current equipment. So, it cannot meet the requirements of ultra-low delay, high reliability and high security in the Internet of Vehicles. To solve this problem, this paper proposes a blockchain-based proxy vote and revocation scheme for decision feedback in Internet of Vehicles, which allows the intelligent system to ignore the unevenness and heterogeneity in the 6G technology. In addition, blockchain technology notarizes the vote data of vehicles and outsources microservices. Secondly, we use the attributes of decision-related nodes instead of their identities to enable anonymous vote. Smart contracts can automatically expand the scalability of outsourced microservices. Finally, the security proof of the proposed scheme ensures the security and consistency of outsourced microservices. The simulation results also show that our scheme greatly improves the efficiency of voting feedback.
AB - Obtaining timely and accurate traffic information is one of the most important problems in intelligent transportation system, which will make vehicles run smoothly, avoid road congestion, save road running time and reduce vehicle energy consumption. In the current Internet of Vehicles system, the traffic management center can learn from the feedback information of all vehicles to improve the ability of decision-making and traffic command. However, the existing feedback mechanism does not respond to the spatial-temporal characteristics of data in time, due to the lack of communication capability of the current equipment. So, it cannot meet the requirements of ultra-low delay, high reliability and high security in the Internet of Vehicles. To solve this problem, this paper proposes a blockchain-based proxy vote and revocation scheme for decision feedback in Internet of Vehicles, which allows the intelligent system to ignore the unevenness and heterogeneity in the 6G technology. In addition, blockchain technology notarizes the vote data of vehicles and outsources microservices. Secondly, we use the attributes of decision-related nodes instead of their identities to enable anonymous vote. Smart contracts can automatically expand the scalability of outsourced microservices. Finally, the security proof of the proposed scheme ensures the security and consistency of outsourced microservices. The simulation results also show that our scheme greatly improves the efficiency of voting feedback.
KW - Artificial intelligence
KW - attribute-based encryption
KW - blockchain
KW - Blockchains
KW - Computational modeling
KW - Data models
KW - Internet of Vehicles
KW - Outsourcing
KW - outsourcing computation.
KW - Peer-to-peer computing
KW - Transportation
KW - vote feedback
UR - http://www.scopus.com/inward/record.url?scp=85112610850&partnerID=8YFLogxK
U2 - 10.1109/TITS.2021.3100103
DO - 10.1109/TITS.2021.3100103
M3 - Article
AN - SCOPUS:85112610850
VL - 23
SP - 1639
EP - 1648
JO - Transactions on Intelligent Transportation Systems
JF - Transactions on Intelligent Transportation Systems
SN - 1524-9050
IS - 2
ER -