Graph-embedded multi-agent learning for smart reconfigurable THz MIMO-NOMA networks
With the accelerated development of immersive applications and the explosive increment of
internet-of-things (IoT) terminals, 6G would introduce terahertz (THz) massive multiple-input …
internet-of-things (IoT) terminals, 6G would introduce terahertz (THz) massive multiple-input …
Learning-based reconfigurable-intelligent-surface-aided rate-splitting multiple access networks
Rate-splitting multiple access (RSMA) and reconfigurable intelligent surface (RIS)
techniques show promise in enhancing spectral efficiency in sixth-generation Internet of …
techniques show promise in enhancing spectral efficiency in sixth-generation Internet of …
RIS enhanced massive non-orthogonal multiple access networks: Deployment and passive beamforming design
A novel framework is proposed for the deployment and passive beamforming design of a
reconfigurable intelligent surface (RIS) with the aid of non-orthogonal multiple access …
reconfigurable intelligent surface (RIS) with the aid of non-orthogonal multiple access …
Active RIS-aided EH-NOMA networks: a deep reinforcement learning approach
Z Shi, H Lu, X Xie, H Yang, C Huang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
An active reconfigurable intelligent surface (RIS)-aided multi-user downlink communication
system is investigated, where non-orthogonal multiple access (NOMA) is employed to …
system is investigated, where non-orthogonal multiple access (NOMA) is employed to …
Multi-hop RIS-empowered terahertz communications: A DRL-based hybrid beamforming design
Wireless communication in the TeraHertz band (0.1-10 THz) is envisioned as one of the key
enabling technologies for the future sixth generation (6G) wireless communication systems …
enabling technologies for the future sixth generation (6G) wireless communication systems …
Machine-learning-empowered passive beamforming and routing design for multi-RIS-assisted multihop networks
This article proposes a novel machine-learning-based routing optimization for the multiple
reconfigurable intelligent surfaces (M-RIS)-assisted multihop cooperative networks, in which …
reconfigurable intelligent surfaces (M-RIS)-assisted multihop cooperative networks, in which …
Multi-agent deep reinforcement learning for cooperative connected vehicles
Millimeter-wave (mmWave) base station can offer abundant high capacity channel
resources toward connected vehicles so that quality-of-service (QoS) of them in terms of …
resources toward connected vehicles so that quality-of-service (QoS) of them in terms of …
Reconfigurable intelligent surface assisted multiuser MISO systems exploiting deep reinforcement learning
Recently, the reconfigurable intelligent surface (RIS), benefited from the breakthrough on the
fabrication of programmable meta-material, has been speculated as one of the key enabling …
fabrication of programmable meta-material, has been speculated as one of the key enabling …
Machine learning-based reconfigurable intelligent surface-aided MIMO systems
Reconfigurable intelligent surface (RIS) technology has recently emerged as a spectral-and
cost-efficient approach for wireless communications systems. However, existing hand …
cost-efficient approach for wireless communications systems. However, existing hand …
Hybrid beamforming for RIS-empowered multi-hop terahertz communications: A DRL-based method
Wireless communication in the TeraHertz band (0.1-10 THz) is envisioned as one of the key
enabling technologies for the future six generation (6G) wireless communication systems …
enabling technologies for the future six generation (6G) wireless communication systems …