Optimization of Reconfigurable Intelligent Surface for M2M Communications over Cellular Networks

Zarin Tarannum Azim, Shaba Altaf Shaon,Sree Krishna Das,Md Golam Mostafa

2021 5th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT)（2021）

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摘要

Combined optimization of position and phase shift of reconfigurable intelligent surface (RIS) in machine-to-machine (M2M) communications is performed to maximize the throughput of the M2M as well as cellular networks. A novel deep Q network (DQN) algorithm is proposed, which reduces complexity in optimizing the RIS position and its phase shift. Simulation results show that the proposed algorithm c...

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关键词

Cellular networks,Training,Machine-to-machine communications,Simulation,Quality of service,Receivers,Reconfigurable intelligent surfaces

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