Dynamic deployment method based on double deep Q-network in UAV-assisted MEC systems

Dynamic deployment method based on double deep Q-network in UAV-assisted MEC systems

Abstract The unmanned aerial vehicle (UAV) assisted mobile edge computing (MEC) system leverages the high maneuverability of UAVs to provide efficient computing services to terminals. A dynamic deployment algorithm based on double deep Q-networks (DDQN) is suggested to address issues with energy lim...

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Bibliographic Details
Main Authors: Suqin Zhang, Lin Zhang, Fei Xu, Song Cheng, Weiya Su, Sen Wang
Format: Article
Language:English
Published: SpringerOpen 2023-09-01
Series:Journal of Cloud Computing: Advances, Systems and Applications
Subjects:
Dynamic deployment
Unmanned aerial vehicle (UAV)
Mobile edge computing (MEC)
Double deep Q-network
Online Access:https://doi.org/10.1186/s13677-023-00507-6

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