基于数字孪生的6G网络中的节能边缘关联

Ruixi Zhao, Kecheng Zhang, Yan Zhang
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引用次数: 0

摘要

数字孪生(DT)技术是在6G环境下实现高可靠、低延迟通信的一种有前景的技术。在数字孪生边缘网络(Digital Twin Edge network, DITEN)中,物理设备与其虚拟孪生设备之间的协同演化是保证其高效运行的关键。但是,由于物理层到数字孪生层之间传输的数据量巨大,并且需要将大量的任务转移到边缘服务器,因此这种协同演化可能会导致用户设备的能耗相当大,边缘服务器的计算开销也很高。本文提出了一种将数字孪生与边缘网络相结合的数字孪生边缘关联方案,以实现低能耗和低计算开销的边缘关联。首先,我们引入了一个DITEN模型,并定义了能效边关联问题。然后,我们用Stackelberg博弈模型的方法解决了这个问题,并给出了性能评价结果。最后,对全文进行了总结,并对今后的工作进行了展望。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy-efficient Edge Association in Digital Twin empowered 6G Networks
Digital twin (DT) emerges as a promising technology to realize highly reliable and low-latency communication in 6G. The co-evolution between physical devices and their virtual twins in DT technology is crucial that guarantees efficient operation of Digital Twin Edge Networks (DITEN). However, due to the huge amount of data transmitted from physical layer to digital twin layer and the heavy tasks offloading to edge servers, the co-evolution may cause quite heavy energy consumption of user devices and high computation overhead of edge servers. In this paper, we propose a digital twin edge association scheme which integrates digital twins with edge networks to enable low energy consumption and low computation overhead edge association. First, we introduce a DITEN model and define energy-efficient edge association problem. Then, we solve the problem in a Stackelberg Game model approach and give performance evaluation results. Finally, we conclude the paper and discuss future work.
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