Joint Deep Reinforcement Learning and Unsupervised Learning for Channel Selection and Power Control in D2D Networks

Joint Deep Reinforcement Learning and Unsupervised Learning for Channel Selection and Power Control in D2D Networks

Device-to-device (D2D) technology enables direct communication between devices, which can effectively solve the problem of insufficient spectrum resources in 5G communication technology. Since the channels are shared among multiple D2D user pairs, it may lead to serious interference between D2D user...

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Bibliographic Details
Main Authors: Ming Sun, Yanhui Jin, Shumei Wang, Erzhuang Mei
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Entropy
Subjects:
device-to-device
channel selection
power control
deep reinforcement learning
unsupervised learning
Online Access:https://www.mdpi.com/1099-4300/24/12/1722

Internet

https://www.mdpi.com/1099-4300/24/12/1722

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