计算机科学
可扩展性
移动边缘计算
分布式计算
斯塔克伯格竞赛
同步(交流)
边缘计算
GSM演进的增强数据速率
限制
服务(商务)
纳什均衡
异构网络
计算机网络
计算卸载
方案(数学)
云计算
服务器
服务质量
移动计算
互操作性
蜂窝网络
协议(科学)
边缘设备
理论(学习稳定性)
作者
Zhao Haitao,Yang Dexian,Wang Qin,Zhu Hongbo,Cai Yan
出处
期刊:China Communications
[Institute of Electrical and Electronics Engineers]
日期:2025-11-01
卷期号:22 (11): 223-241
标识
DOI:10.23919/jcc.fa.2024-0366.202511
摘要
Recent advances in integrating Digital Twins (DTs) with Heterogeneous Vehicular Networks (HetVNets) enhance decision-making and improve network performance. Additionally, developments in Mobile Edge Computing (MEC) support the computational demands of DTs. However, the decentralized nature of MEC systems introduces security challenges and traditional HetVNets fail to efficiently integrate diverse computing and network resources, limiting their ability to handle services for vehicles. This paper presents a novel service request offloading framework for DT-HetVNets to address these issues. In this framework, we design utility functions for vehicles and infrastructures to maximize satisfaction of their requirements through data synchronization and decision-making between DTs and entities. Furthermore, we propose a new honestly based distributed PoA(HDPoA) via scalable work. The interactions between infrastructures and vehicles are modeled as a multi-leader multi-follower (MLMF) game, and we develop a dynamic iterative algorithm to achieve the Nash equilibrium (NE) of the proposed game-theoretic model. Experimental results validate the effectiveness and accuracy of our scheme.
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