Deep reinforcement learning based resource allocation algorithm in cellular networks

Deep reinforcement learning based resource allocation algorithm in cellular networks

In order to solve multi-objective optimization problem,a resource allocation algorithm based on deep reinforcement learning in cellular networks was proposed.Firstly,deep neural network (DNN) was built to optimize the transmission rate of cellular system and to complete the forward transmission proc...

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Bibliographic Details
Main Authors: Xiaomin LIAO, Shaohu YAN, Jia SHI, Zhenyu TAN, Zhongling ZHAO, Zan LI
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2019-02-01
Series:Tongxin xuebao
Subjects:
cellular networks
resource allocation
deep reinforcement learning
neural network
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019002/
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