Computing resource allocation scheme of IOV using deep reinforcement learning in edge computing environment

Computing resource allocation scheme of IOV using deep reinforcement learning in edge computing environment

Abstract With the emergence and development of 5G technology, Mobile Edge Computing (MEC) has been closely integrated with Internet of Vehicles (IoV) technology, which can effectively support and improve network performance in IoV. However, the high-speed mobility of vehicles and diversity of commun...

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Bibliographic Details
Main Authors: Yiwei Zhang, Min Zhang, Caixia Fan, Fuqiang Li, Baofang Li
Format: Article
Language:English
Published: SpringerOpen 2021-06-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Internet of Vehicles
Mobile edge computing
Reinforcement learning
Experience replay method
Resource allocation
Offloading strategy
Online Access:https://doi.org/10.1186/s13634-021-00750-6

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