RIS-Aided Proactive Mobile Network Downlink Interference Suppression: A Deep Reinforcement Learning Approach

RIS-Aided Proactive Mobile Network Downlink Interference Suppression: A Deep Reinforcement Learning Approach

A proactive mobile network (PMN) is a novel architecture enabling extremely low-latency communication. This architecture employs an open-loop transmission mode that prohibits all real-time control feedback processes and employs virtual cell technology to allocate resources non-exclusively to users....

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Bibliographic Details
Main Authors: Yingze Wang, Mengying Sun, Qimei Cui, Kwang-Cheng Chen, Yaxin Liao
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Sensors
Subjects:
proactive mobile network (PMN)
reconfigurable intelligent surface (RIS)
asynchronous advantage actor–critic (A3C)
interference suppression
reinforcement learning (RL)
Online Access:https://www.mdpi.com/1424-8220/23/14/6550

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https://www.mdpi.com/1424-8220/23/14/6550

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