计算机工程与应用2024，Vol.60Issue(14)：267-274,8.DOI:10.3778/j.issn.1002-8331.2304-0351
面向车辆边缘网络中的任务动态卸载算法
Dynamic Offloading Algorithm for Tasks in Vehicle Edge Networks
摘要
Abstract
In recent years,vehicle edge networks have made great progress in integrating mobile edge computing technol-ogies into vehicular networks,however,in real-time road traffic,emergency tasks represented by autonomous driving are usually concurrent with streaming application data,which brings additional task offloading energy consumption and offloading delay.Considering the characteristics of emergency tasks and general tasks,firstly,a task dynamic offloading framework based on non-orthogonal multiple access technique and Lyapunov theory is constructed,which takes the sys-tem stability as the premise and controls the transmission power and wireless interface of the vehicle in real time.Secondly,for the energy efficiency optimization problem of general tasks and the execution delay optimization problem of emergency tasks,based on the exact potential game theory.A joint power and channel allocation algorithm compatible with dual task types is proposed to obtain the optimal pure strategy Nash equilibrium solution.Finally,the numerical results verify that the proposed scheme has significant advantages over other benchmark schemes in terms of system stability and energy cost reduction.关键词
车辆边缘网络/紧急任务/李雅普诺夫理论/精确势博弈Key words
vehicular edge networks/emergency tasks/Lyapunov theory/exact potential games分类
信息技术与安全科学引用本文复制引用
曾耀平,江伟伟,刘月强,夏玉婷,葛致远..面向车辆边缘网络中的任务动态卸载算法[J].计算机工程与应用,2024,60(14):267-274,8.基金项目
陕西省重点研发计划(2020NY-161). （2020NY-161）
