Deep reinforcement learning based task allocation mechanism for intelligent inspection in energy Internet

Deep reinforcement learning based task allocation mechanism for intelligent inspection in energy Internet

In order to reduce the cost and improve efficiency of power line inspection, UAV (unmanned aerial vehicle), which use mobile edge computing technology to access and process service data, are used to inspect power lines in the energy internet.However, due to the dynamic changes of UAV data transmissi...

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Bibliographic Details
Main Authors: Siya XU, Yifei XING, Shaoyong GUO, Chao YANG, Xuesong QIU, Luoming MENG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2021-05-01
Series:Tongxin xuebao
Subjects:
patrol UAV
ask offloading
proximal policy optimization
Lyapunov optimization
artificial intelligence
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021071/
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