计算机应用研究2025，Vol.42Issue(1)：250-256,7.DOI:10.19734/j.issn.1001-3695.2024.05.0180
无人机边缘计算系统任务卸载的URLLC安全设计
Secure URLLC design for task offloading of UAV edge computing systems
摘要
Abstract
The aim of this paper was to address the physical layer security issue of task offloading in UAV MEC systems.In this system,multiple ground users offloaded computing tasks to a UAV equipped with an MEC server,while a ground eaves-dropper attempted to intercept task information offloaded by the users to the UAV.To ensure the reliability and low latency of task offloading,offload communication used URLLC technology.This paper aimed to maximize the minimum security computa-tion quantity of the users by jointly optimizing the deployment location of the UAV,the offloading bandwidth of the users,and the CPU frequency of the UAV computation and the local computation of the users.To address this problem,this paper first em-ployed the block coordinate descent method to decompose the problem into two subproblems:one focused on optimizing the po-sition and computing latency of the UAV,while the other aimed to optimize the CPU frequency of both the UAV and the users,as well as the user's offloading bandwidth.Then,this paper utilized the logarithmic function approximation method to simplify the rate expression of the offloading bandwidth,and applied the continuous convex approximation method to transform the non-convex subproblems into solvable convex optimization problems.Finally,the two subproblems were alternately solved until the objective function converged.Simulation results show that compared to existing benchmark schemes,the proposed algorithm ef-fectively enhances the system's secure computation capacity.This demonstrates the necessity of the proposed algorithm,provi-ding a solution for achieving a balance between secure communication and computation.关键词
无人机/移动边缘计算/超可靠低时延通信Key words
unmanned aerial vehicles(UAV)/mobile edge computing(MEC)/ultra-reliable and low-latency communica-tion(URLLC)分类
信息技术与安全科学引用本文复制引用
钟冬梅,崔苗,张广驰..无人机边缘计算系统任务卸载的URLLC安全设计[J].计算机应用研究,2025,42(1):250-256,7.基金项目
广东省海洋经济发展项目(粤自然资合[2023]24号) （粤自然资合[2023]24号）
广东省科技计划资助 项目(2023A0505050127,2022A0505050023,2022A0505020008) （2023A0505050127,2022A0505050023,2022A0505020008）
广东省基础与应用基础研究基金资助项目(2023A1515011980) （2023A1515011980）
