计算机应用与软件2024，Vol.41Issue(12)：77-85,160,10.DOI:10.3969/j.issn.1000-386x.2024.12.012
能量收集技术驱动的移动边缘计算卸载策略
COMPUTATION OFFLOADING STRATEGY DRIVEN BY ENERGY HARVESTING TECHNOLOGY IN MOBILE EDGE COMPUTING
程海涛 1柯鹏1
作者信息
- 1. 武汉科技大学计算机科学与技术学院 湖北 武汉 430065
- 折叠
摘要
Abstract
Aimed at the task offloading problem in multi-user MEC system equipped with energy harvesting equipment,an online computation offloading strategy is proposed.Lyapunov optimization was utilized to transform the original stochastic optimization problem,so as to calculate the best CPU frequency and transmit power of the mobile devices in each time slot.The simulated annealing algorithm combined with the greedy strategy was used to find the best execution position of the tasks.The experimental results show that compared with the two strategies of task execution completely locally and greedy selection of execution position,the proposed algorithm reduces the system execution cost by 44.1%and 20.3%respectively;compared with the traditional LODCO algorithm and SDTO algorithm,task offloading rate increase by 7.3 and 4.1 percentage points respectively,ensuring the user's QoE.关键词
移动边缘计算/能量收集/计算卸载/Lyapunov优化/模拟退火算法Key words
Mobile edge computing/Energy harvesting/Computation offloading/Lyapunov optimization/Simulated annealing algorithm分类
信息技术与安全科学引用本文复制引用
程海涛,柯鹏..能量收集技术驱动的移动边缘计算卸载策略[J].计算机应用与软件,2024,41(12):77-85,160,10.
