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Utility-Aware UAV Deployment and Task Offloading in Multi-UAV Edge Computing Networks

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成果类型:
期刊论文
作者:
Kuang, Zhufang*;Wang, Haobin;Li, Jie;Hou, Fen
通讯作者:
Kuang, Zhufang;Li, J
作者机构:
[Li, Jie; Kuang, Zhufang; Wang, Haobin] Cent South Univ Forestry & Technol, Sch Comp & Informat Engn, Changsha 410004, Peoples R China.
[Hou, Fen] Univ Macau, Dept Elect & Comp Engn, State Key Lab Internet Things Smart City, Macau, Peoples R China.
[Hou, Fen] Univ Macau, Guangdong Hong Kong Macau Joint Lab Smart Cities, Macau, Peoples R China.
通讯机构:
[Kuang, ZF; Li, J ] C
Cent South Univ Forestry & Technol, Sch Comp & Informat Engn, Changsha 410004, Peoples R China.
语种:
英文
关键词:
Convex optimization (CO);differential evolution;mobile-edge computing (MEC);multi-unmanned aerial vehicle (UAV);resource allocation;task offloading
期刊:
IEEE INTERNET OF THINGS JOURNAL
ISSN:
2327-4662
年:
2024
卷:
11
期:
8
页码:
14755-14770
基金类别:
10.13039/501100001809-National Natural Science Foundation of China (Grant Number: 62072477) 10.13039/501100004735-Hunan Provincial Natural Science Foundation of China (Grant Number: 2018JJ3888) 10.13039/100009377-Scientific Research Fund of Hunan Provincial Education Department (Grant Number: 18B197) National Key Research and Development Program of China (Grant Number: 2018YFB1700200) Science and Technology Development Fund, Macau, SAR, under Project SKLIOTSC(UM)-2024-2026 and Project (Grant Number: 0119/2020/A3) Project funded by University of Macau (Grant Number: MYRG2022-00242-FST) China University Innovation Fund (Grant Number: 2021FNA04009) Hunan Key Laboratory of Intelligent Logistics Technology (Grant Number: 2019TP1015)
机构署名:
本校为第一且通讯机构
院系归属:
计算机与信息工程学院
摘要:
Unmanned aerial vehicle (UAV)-enabled mobile-edge computing (MEC) is expected to provide low-latency, ultrareliable, and highly robust network services to improve user service experience. In this article, the UAV deployment, task offloading, and resource allocation problem is investigated in a multi-UAV-enabled MEC system with task-intensive region. UAVs as edge servers to provide computing services for ground terminal devices (TDs). The time-sensitive tasks of TDs can be computed locally or offloaded to UAVs. The goal is to improve the utility of tasks, i.e., maximize the number of tasks offl...

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