Digital Twin Consensus for Blockchain-Enabled Intelligent Transportation Systems in Smart Cities

Siyi Liao, Jun Wu*, Ali Kashif Bashir*, Wu Yang, Jianhua Li, Usman Tariq

*この研究の対応する著者

研究成果: Article査読

65 被引用数 (Scopus)

抄録

Digital Twin (DT) has become the key technology in the Intelligent Transportation Systems (ITS) in smart cities to keep the health and reliability of various DT requesters, such as private vehicles, public transportation, energy systems, etc. The combination of DT and ITS can further release the potential of participants in smart cities and guarantee their efficiency and reliability. Despite the advantages of DT-enabled ITS, not all requesters need the same level of DT service due to the highly dynamic nature of ITS. Safe and reliable matching between DT and ITS still needs to be resolved. To address these issues, we propose the blockchain-enabled Digital Twin as a Service (DTaaS) for ITS. First, we propose an on-demand DTaaS architecture to fully utilize the sensing capabilities of ITS and the macro perspective of DT. Second, a double-auction model and a price adjustment algorithm are proposed to realize the optimal DT matching for ITS requesters and ensure the benefits of participants. Third, a permissioned blockchain and a novel DT-DPoS consensus mechanism are established to enhance the security and efficiency of DTaaS. Simulation shows that the proposed DTaaS and double-auction can efficiently stimulate and facilitate DT transactions. The proposed DT-DPoS also has obvious advantages.

本文言語English
ページ(範囲)22619-22629
ページ数11
ジャーナルIEEE Transactions on Intelligent Transportation Systems
23
11
DOI
出版ステータスPublished - 2022 11月 1
外部発表はい

ASJC Scopus subject areas

  • 自動車工学
  • 機械工学
  • コンピュータ サイエンスの応用

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