Incentive UAV-Enabled Mobile Edge Computing Based on Microwave Power Transmission

With the increasing requirements of the flexible and delay-sensitive computing services, UAV has attracted widespread attention for assisting mobile edge computing (MEC) system. However, due to the limited battery capacity, the UAV cannot always fly and serve the users in the air. To address this is...

Full description

Bibliographic Details
Main Authors: Yi Liu, Ming Qiu, Jinlei Hu, Huimin Yu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8985256/
id doaj-d50bfaeb814f41f4a5e846507837a4ca
record_format Article
spelling doaj-d50bfaeb814f41f4a5e846507837a4ca2021-03-30T02:10:14ZengIEEEIEEE Access2169-35362020-01-018285842859310.1109/ACCESS.2020.29719628985256Incentive UAV-Enabled Mobile Edge Computing Based on Microwave Power TransmissionYi Liu0https://orcid.org/0000-0001-5520-5044Ming Qiu1https://orcid.org/0000-0003-0449-3810Jinlei Hu2https://orcid.org/0000-0002-0977-5297Huimin Yu3https://orcid.org/0000-0003-1495-3171School of Automation, Guangdong University of Technology, Guangzhou, ChinaSchool of Automation, Guangdong University of Technology, Guangzhou, ChinaQingyuan Power Supply Bureau, Guangdong Power Grid Corporation, Qingyuan, ChinaCollege of Information Science and Engineering, Hunan Normal University, Changsha, ChinaWith the increasing requirements of the flexible and delay-sensitive computing services, UAV has attracted widespread attention for assisting mobile edge computing (MEC) system. However, due to the limited battery capacity, the UAV cannot always fly and serve the users in the air. To address this issue, a UAV-enabled MEC system based on microwave power transmission is proposed in this paper. In this system, the UAV periodically and continually flies over the users' area to provide computing services and will be charged over the microwave station. Considering profit-centric MEC service provider, the UAV will charge fees from users for the computation services. Then, an optimization problem is formulated to maximize the service utility of the UAV by finding the optimal UAV's trajectory, computation offloading decisions and offloading duration. Since the proposed optimization problem is non-convex, the original problem is decomposed into three sub-problems and a three-stage alternative algorithm is presented to solve them iteratively. The numerical results show that the proposed offloading method can achieve better performance than other baseline methods.https://ieeexplore.ieee.org/document/8985256/UAV-enabled mobile edge computingcomputation offloadingmicrowave power transmission
collection DOAJ
language English
format Article
sources DOAJ
author Yi Liu
Ming Qiu
Jinlei Hu
Huimin Yu
spellingShingle Yi Liu
Ming Qiu
Jinlei Hu
Huimin Yu
Incentive UAV-Enabled Mobile Edge Computing Based on Microwave Power Transmission
IEEE Access
UAV-enabled mobile edge computing
computation offloading
microwave power transmission
author_facet Yi Liu
Ming Qiu
Jinlei Hu
Huimin Yu
author_sort Yi Liu
title Incentive UAV-Enabled Mobile Edge Computing Based on Microwave Power Transmission
title_short Incentive UAV-Enabled Mobile Edge Computing Based on Microwave Power Transmission
title_full Incentive UAV-Enabled Mobile Edge Computing Based on Microwave Power Transmission
title_fullStr Incentive UAV-Enabled Mobile Edge Computing Based on Microwave Power Transmission
title_full_unstemmed Incentive UAV-Enabled Mobile Edge Computing Based on Microwave Power Transmission
title_sort incentive uav-enabled mobile edge computing based on microwave power transmission
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description With the increasing requirements of the flexible and delay-sensitive computing services, UAV has attracted widespread attention for assisting mobile edge computing (MEC) system. However, due to the limited battery capacity, the UAV cannot always fly and serve the users in the air. To address this issue, a UAV-enabled MEC system based on microwave power transmission is proposed in this paper. In this system, the UAV periodically and continually flies over the users' area to provide computing services and will be charged over the microwave station. Considering profit-centric MEC service provider, the UAV will charge fees from users for the computation services. Then, an optimization problem is formulated to maximize the service utility of the UAV by finding the optimal UAV's trajectory, computation offloading decisions and offloading duration. Since the proposed optimization problem is non-convex, the original problem is decomposed into three sub-problems and a three-stage alternative algorithm is presented to solve them iteratively. The numerical results show that the proposed offloading method can achieve better performance than other baseline methods.
topic UAV-enabled mobile edge computing
computation offloading
microwave power transmission
url https://ieeexplore.ieee.org/document/8985256/
work_keys_str_mv AT yiliu incentiveuavenabledmobileedgecomputingbasedonmicrowavepowertransmission
AT mingqiu incentiveuavenabledmobileedgecomputingbasedonmicrowavepowertransmission
AT jinleihu incentiveuavenabledmobileedgecomputingbasedonmicrowavepowertransmission
AT huiminyu incentiveuavenabledmobileedgecomputingbasedonmicrowavepowertransmission
_version_ 1724185677982072832