论文成果

Stackelberg-Game-Based Computation Offloading in Urban IoT Systems With AAV-Assisted Multiaccess Edge Computing

摘要:Autonomous aerial vehicles (AAV) are regarded as a promising technology to provide additional computing capabilities and wide coverage for Internet of Things (IoT) devices, particularly in cases where these devices are situated beyond the reach of traditional communication infrastructure. This study investigates an AAV-assisted multiaccess edge computing (MEC) network comprising multiple AAVs with edge servers and several IoT Devices (IoTDs). IoTDs with a substantial number of computation tasks can select to offload their tasks to AAV-assisted edge servers to alleviate pressure and costs, while the AAV-assisted edge servers can profit from selling computing resources. The interaction between AAV-assisted edge servers and IoTDs is modeled as a Stackelberg game, where both entities aim to maximize their utility. Employing backward induction, the existence of a unique Nash equilibrium is proved. Subsequently, a Stackelberg game-based distributed computation offloading (SDCO) algorithm is designed to approximate the optimal solution. Finally, extensive simulations validate the effectiveness of the SDCO algorithm, demonstrating superior performance compared to other benchmark methods across diverse scenarios.

关键字:Multiaccess edge computing (MEC); Nash equi- librium (NE); Stackelberg game; autonomous aerial vehicles (AAV)-assisted MEC system; autonomous aerial vehicles (AAV)-assisted MEC system; autonomous aerial vehicles (AAV)-assisted MEC system

ISSN号:2327-4662

卷、期、页:卷: 12期: 7页: 8178-8191

发表日期:2025-04-01

期刊分区(SCI为中科院分区):二区

收录情况:SCI(科学引文索引印刷版),EI(工程索引),SCIE(科学引文索引网络版)

发表期刊名称:IEEE INTERNET OF THINGS JOURNAL

参与作者:周磊,陈莹,李开心,杨耀宗

第一作者:黄霁崴

论文类型:期刊论文

论文概要:周磊,陈莹,李开心,杨耀宗,黄霁崴,Stackelberg-Game-Based Computation Offloading in Urban IoT Systems With AAV-Assisted Multiaccess Edge Computing,IEEE INTERNET OF THINGS JOURNAL,2025,卷: 12期: 7页: 8178-8191

论文题目:Stackelberg-Game-Based Computation Offloading in Urban IoT Systems With AAV-Assisted Multiaccess Edge Computing