Computation offloading optimization for UAV-assisted mobile edge computing: a deep deterministic policy gradient approach

Unmanned Aerial Vehicle (UAV) can play an important role in wireless systems as it can be deployed flexibly to help improve coverage and quality of communication. In this paper, we consider a UAV-assisted Mobile Edge Computing (MEC) system, in which a UAV equipped with computing resources can provid...

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Bibliographic Details
Published in:	Wireless networks Vol. 27; no. 4; pp. 2991 - 3006
Main Authors:	Wang, Yunpeng, Fang, Weiwei, Ding, Yi, Xiong, Naixue
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.05.2021 Springer Nature B.V
Subjects:	Airspeed Algorithms Communications Engineering Computation offloading Computer Communication Networks Convexity Edge computing Electrical Engineering Energy consumption Engineering IT in Business Machine learning Mobile computing Networks Optimization Original Paper Task scheduling Unmanned aerial vehicles Wireless networks Deep deterministic policy gradient Unmanned aerial vehicle Computation offloading Mobile edge computing
ISSN:	1022-0038, 1572-8196
Online Access:	Get full text
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