Blockchain-Based Secure Communication of Intelligent Transportation Digital Twins System

【Author】 Liu, Jun; Zhang, Lei; Li, Chunlin; Bai, Jingpan; Lv, Haibin; Lv, Zhihan

【Source】IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

【影响因子】9.551

【Abstract】The present work aims to improve the communication security of Internet of Vehicles (IoV) nodes in intelligent transportation through studying the safety of IoV in smart transportation based on Blockchain (BC). An IoV DTs model is built by combining big data with Digital Twins (DTs). Then, regarding the current IoV communication security issues, a secure communication architecture for the IoV system is proposed based on the immutable and trackable BC data. Besides, Wasserstein Distance Based Generative Adversarial Network (WaGAN) model constructs the IoV node risk forecast model. Because the WaGAN model calculates the loss function through Wasserstein distance, the learning rate of the model accelerates remarkably. After ten iterations, the loss rate of the WaGAN model is close to zero. Massive in-vehicle devices in IoV are connected simultaneously to the base station, causing network channel congestion. Therefore, a Group Authentication and Privacy-preserving (GAP) scheme is put forward. As users increase during authentication, the GAP scheme performs better than other authentication access schemes. In summary, the Intelligent Transportation System driven by DTs can promote intelligent transportation management. Besides, introducing BC into IoV can improve access control's accuracy and response efficiency. The research reported here has significant value for improving the security of the information sharing of the IoV.

【Keywords】Security; Encryption; Data models; Computational modeling; 6G mobile communication; Vehicles; Real-time systems; Internet of Vehicles; digital twins; blockchain; secure communication; intelligent transportation

【发表时间】

【收录时间】2022-07-25

【文献类型】实证性文章

【主题类别】

区块链应用-实体经济-交通领域