Jan 25, 2021 · A novel reconfigurable intelligent surface (RIS) aided non-orthogonal multiple access (NOMA) downlink transmission framework is proposed.
Abstract—A novel reconfigurable intelligent surface (RIS) aid- ed non-orthogonal multiple access (NOMA) downlink transmis- sion framework is proposed.
... In [35], the DRL-based framework was found to efficiently improve the downlink throughput and reduce the intercell interference of dynamic ultradense small ...
Deep Reinforcement Learning for RIS-Aided Non-Orthogonal Multiple Access Downlink Networks. Z. Yang, Y. Liu, Y. Chen, and J. Zhou. GLOBECOM, page 1-6.
Apr 11, 2023 · An active reconfigurable intelligent surface (RIS)-aided multi-user downlink communication system is investigated, where non-orthogonal multiple ...
Deep Reinforcement Learning-Based Optimization for RIS-Based UAV-NOMA Downlink Networks ... assisted non-orthogonal multiple access (NOMA) downlink networks. The ...
Jun 17, 2021 · This paper investigates the application of deep deterministic policy gradient (DDPG) to intelligent reflecting surface (IRS) based unmanned ...
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This study investigates the application of deep deterministic policy gradient (DDPG) to reconfigurable intelligent surface (RIS)-based unmanned aerial vehicles ...
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Jul 7, 2022 · This study investigates the application of deep deterministic policy gradient (DDPG) to reconfigurable intelligent surface (RIS)-based ...
This paper proposes a deep reinforcement learning centralized intelligent reflective surface (IRS) assisted non-orthogonal multiple access beamforming ...