Computation;
energy efficiency;
Internet of Things;
mobile edge computing;
offloading;
resource allocation;
UAVs;
UNMANNED AERIAL VEHICLE;
RESOURCE-ALLOCATION;
COMMUNICATION;
OPTIMIZATION;
OPPORTUNITIES;
MAXIMIZATION;
NETWORKS;
DESIGN;
5G;
D O I:
10.1109/ACCESS.2021.3112104
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
With the emergence of computation-intensive and delay-sensitive applications, such as face recognition, virtual reality, augmented reality, and Internet of Things (IoT) devices; Mobile Edge Computing (MEC) allows the IoT devices to offload their heavy computation tasks to nearby edge cloud network rather than to compute the tasks locally. Therefore, it helps to reduce the energy consumption and execution delay in the ground mobile users. Flying Unmanned Aerial Vehicles (UAVs) integrated with the MEC server play a key role in 5G and future wireless communication networks to provide spatial coverage and further computational services to the small, battery-powered and energy-constrained devices. The UAV-enabled MEC (U-MEC) system has flexible mobility and more computational capability compared to the terrestrial MEC network. They support line-of-sight (LoS) links with the users offloading their tasks to the UAVs. Hence, users can transmit more data without interference by mitigating small-scale fading and shadowing effects. UAVs resources and flight time are very limited due to size, weight, and power (SWaP) constraints. Therefore, energy-aware communication and computation resources are allocated in order to minimize energy consumption. In this paper, a brief survey on U-MEC networks is presented. It includes the brief introduction regarding UAVs and MEC technology. The basic terminologies and architectures used in U-MEC networks are also defined. Moreover, mobile edge computation offloading working, different access schemes used during computation offloading technique are explained. Resources that are needed to be optimized in U-MEC systems are depicted with different optimization problem, and solution types. Furthermore, to guide future work in this area of research, future research directions are outlined. At the end, challenges and open issues in this domain are also summarized.
机构:
Shanghai Jiao Tong Univ, Dept Comp Sci & Engn, Minghang 200240, Peoples R ChinaShanghai Jiao Tong Univ, Dept Comp Sci & Engn, Minghang 200240, Peoples R China
Wu, Fan
Guo, Song
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机构:
Hong Kong Polytech Univ, Shenzhen Res Inst, Shenzhen 518057, Peoples R China
Hong Kong Polytech Univ, Dept Comp, Hong Kong, Peoples R ChinaShanghai Jiao Tong Univ, Dept Comp Sci & Engn, Minghang 200240, Peoples R China
机构:
Beihang Univ, Sch Comp Sci & Engn, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China
Beihang Univ, Hangzhou Innovat Inst, Hangzhou 310051, Peoples R ChinaBeihang Univ, Sch Comp Sci & Engn, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China
Dai, Bin
Niu, Jianwei
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机构:
Beihang Univ, Sch Comp Sci & Engn, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China
Beihang Univ, Hangzhou Innovat Inst, Hangzhou 310051, Peoples R China
Zhengzhou Univ, Sch Informat Engn, Res Inst Ind Technol, Zhengzhou 450001, Peoples R ChinaBeihang Univ, Sch Comp Sci & Engn, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China
Niu, Jianwei
Ren, Tao
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机构:
Beihang Univ, Sch Comp Sci & Engn, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China
Beihang Univ, Hangzhou Innovat Inst, Hangzhou 310051, Peoples R ChinaBeihang Univ, Sch Comp Sci & Engn, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China
Ren, Tao
Hu, Zheyuan
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机构:
Beihang Univ, Sch Comp Sci & Engn, Beijing 100191, Peoples R ChinaBeihang Univ, Sch Comp Sci & Engn, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China
Hu, Zheyuan
Atiquzzaman, Mohammed
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机构:
Univ Oklahoma, Sch Comp Sci, Norman, OK 73019 USABeihang Univ, Sch Comp Sci & Engn, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China