车辆数字孪生网络中基于优先级的孪生间通信

Qasim Zia, Chenyu Wang, Saide Zhu, Yingshu Li
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引用次数: 0

摘要

随着自动驾驶汽车的发展和繁荣,车载数字孪生(VDT)已成为一个新兴的研究领域。VDT 可以解决与自动驾驶汽车相关的问题,并为用户提供改进和增强的服务。最近的研究表明,使用优先级可以缩短响应时间。然而,由于 VDT 由双车内部和双车之间的通信组成,因此随着交通拥堵的加剧,响应时间会缩短,从而引发事故。如果能在 VDT 的双翼间通信中使用优先级来共享数据和处理任务,将是一件令人鼓舞的事情。本文提出了一种新颖的基于优先级的 VDT 双胞胎间通信来解决这个问题。我们根据数字孪生和应用的类别,提出了数字孪生和应用的优先级问题。此外,我们详细描述了 VDT 中基于优先级的双子间通信,并分别设计了双子内和双子间的优先级通信算法。最后,我们对不同优先级的任务进行了实验,并与现有的两种算法进行了比较,证明了我们提出的算法的有效性和效率。
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Priority based inter-twin communication in vehicular digital twin networks
With the advancement and boom of autonomous vehicles, vehicular digital twins (VDTs) have become an emerging research area. VDT can solve the issues related to autonomous vehicles and provide improved and enhanced services to users. Recent studies have demonstrated the potential of using priorities in acquiring improved response time. However, since VDT is comprised of intra-twin and inter-twin communication, it leads to a reduced response time as traffic congestion grows, which causes issues in the form of accidents. It would be encouraging if priorities could be used in inter-twin communication of VDT for data sharing and processing tasks. Moreover, it would also be effective for managing the communication overhead on the digital twin layer of the cloud. This paper proposes a novel priority-based inter-twin communication in VDT to address this issue. We formulate the problem for priorities of digital twins and applications according to their categories. In addition, we describe the priority-based inter-twin communication in VDT in detail and algorithms for priority communication for intra-twin and inter-twin are designed, respectively. Finally, experiments on different priority tasks are conducted and compared with two existing algorithms, demonstrating our proposed algorithm's effectiveness and efficiency.
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