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
论文数: 0引用数: 0
h-index: 0
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:
Univ Waterloo, Dept Elect & Comp Engn, Broadband Commun Res Grp, Waterloo, ON, CanadaUniv Waterloo, Dept Elect & Comp Engn, Broadband Commun Res Grp, Waterloo, ON, Canada
Zheng, Jianchao
Zhang, Ning
论文数: 0引用数: 0
h-index: 0
机构:
Univ Windsor, Windsor, ON, CanadaUniv Waterloo, Dept Elect & Comp Engn, Broadband Commun Res Grp, Waterloo, ON, Canada
Zhang, Ning
Wu, Yuan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Macau, State Key Lab Internet Things Smart City, Taipa, Macao, Peoples R China
Univ Macau, Dept Comp & Informat Sci, Taipa, Macao, Peoples R China
Zhejiang Univ Technol, Coll Informat Engn, Hangzhou, Zhejiang, Peoples R China
Univ Waterloo, Dept Elect & Comp Engn, Waterloo, ON, CanadaUniv Waterloo, Dept Elect & Comp Engn, Broadband Commun Res Grp, Waterloo, ON, Canada
Wu, Yuan
Chen, Xianfu
论文数: 0引用数: 0
h-index: 0
机构:
VTT Tech Res Ctr Finland, Oulu, Finland
Univ Houston, Wireless Networking Signal Proc & Secur Lab, Houston, TX 77004 USA
Univ Electrocommun, Dept Comp & Network Engn, Chofu, Tokyo, JapanUniv Waterloo, Dept Elect & Comp Engn, Broadband Commun Res Grp, Waterloo, ON, Canada
Chen, Xianfu
Guizani, Mohsen
论文数: 0引用数: 0
h-index: 0
机构:
Qatar Univ, Comp Sci & Engn Dept, Doha, Qatar
Univ Idaho, Moscow, ID 83843 USA
Western Michigan Univ, Kalamazoo, MI 49008 USA
Univ West Florida, Pensacola, FL 32514 USA
Univ Missouri Kansas City, Kansas City, MO USA
Univ Colorado Boulder, Boulder, CO USA
Syracuse Univ, Syracuse, NY 13244 USAUniv Waterloo, Dept Elect & Comp Engn, Broadband Commun Res Grp, Waterloo, ON, Canada
Guizani, Mohsen
Anpalagan, Alagan
论文数: 0引用数: 0
h-index: 0
机构:
Ryerson Univ, ELCE Dept, Toronto, ON, CanadaUniv Waterloo, Dept Elect & Comp Engn, Broadband Commun Res Grp, Waterloo, ON, Canada
机构:
Chinese Univ Hong Kong, Dept Informat Engn, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Dept Informat Engn, Hong Kong, Peoples R China
Yang, Zheyuan
Bi, Suzhi
论文数: 0引用数: 0
h-index: 0
机构:
Shenzhen Univ, Coll Elect & Informat Engn, Shenzhen, Peoples R China
Peng Cheng Lab, Shenzhen 518066, Peoples R ChinaChinese Univ Hong Kong, Dept Informat Engn, Hong Kong, Peoples R China
Bi, Suzhi
Zhang, Ying-Jun Angela
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Dept Informat Engn, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Dept Informat Engn, Hong Kong, Peoples R China
机构:
Guangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R China
Guangdong Prov Key Lab IoT Informat Technol, Guangzhou 510006, Peoples R ChinaGuangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R China
Liu, Yi
Xie, Shengli
论文数: 0引用数: 0
h-index: 0
机构:
Guangdong Hong Kong Macao Joint Lab Smart Discret, Guangzhou 510006, Peoples R China
Minist Educ, Key Lab Intelligent Detect, Guangzhou 510006, Peoples R China
Minist Educ, Internet Things Mfg, Guangzhou 510006, Peoples R ChinaGuangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R China
Xie, Shengli
Zhang, Yan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oslo, N-0315 Oslo, NorwayGuangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R China