Mobile reconfigurable intelligent surfaces for NOMA networks: Federated learning approaches

R Zhong, X Liu, Y Liu, Y Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
A novel framework of reconfigurable intelligent surfaces (RISs)-enhanced indoor wireless
networks is proposed, where an RIS mounted on the robot is invoked to enable mobility of …

Reconfigurable intelligent surface assisted non-orthogonal multiple access network based on machine learning approaches

S Fu, Y Wang, X Feng, B Di, C Li - IEEE Network, 2023 - ieeexplore.ieee.org
In the upcoming beyond fifth-generation (B5G), the surging demand on high network
capacity and numerous access devices can hardly be satisfied by the scarce spectrum …

Machine learning for user partitioning and phase shifters design in RIS-aided NOMA networks

Z Yang, Y Liu, Y Chen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
A novel reconfigurable intelligent surface (RIS) aided non-orthogonal multiple access
(NOMA) downlink transmission framework is proposed. We formulate a long-term stochastic …

Machine learning in RIS-assisted NOMA IoT networks

Y Zou, Y Liu, X Mu, X Zhang, Y Liu… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
A reconfigurable intelligent surface (RIS)-assisted downlink nonorthogonal multiple access
(NOMA) Internet of Things (IoT) network is proposed, where a Quality-of-Service (QoS) …

AI empowered RIS-assisted NOMA networks: Deep learning or reinforcement learning?

R Zhong, Y Liu, X Mu, Y Chen… - IEEE Journal on Selected …, 2021 - ieeexplore.ieee.org
A reconfigurable intelligent surface (RIS)-assisted multi-user downlink communication
system over fading channels is investigated, where both non-orthogonal multiple access …

Reconfigurable intelligent surface-aided cognitive NOMA networks: Performance analysis and deep learning evaluation

TH Vu, TV Nguyen, DB da Costa… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper investigates reconfigurable intelligent surface (RIS)-aided cognitive non-
orthogonal multiple access (NOMA) systems, where an RIS is deployed to serve two users …

STAR-RISs assisted NOMA networks: A distributed learning approach

R Zhong, X Mu, Y Liu, Y Chen… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
A novel simultaneously transmitting and reflecting reconfigurable intelligent surfaces (STAR-
RISs) aided downlink non-orthogonal multiple access (NOMA) communication framework is …

A state-of-the-art survey on reconfigurable intelligent surface-assisted non-orthogonal multiple access networks

Z Ding, L Lv, F Fang, OA Dobre… - Proceedings of the …, 2022 - ieeexplore.ieee.org
Reconfigurable intelligent surfaces (RISs) and nonorthogonal multiple access (NOMA) have
been recognized as key enabling techniques for the envisioned sixth generation (6G) of …

Path design and resource management for NOMA enhanced indoor intelligent robots

R Zhong, X Liu, Y Liu, Y Chen… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
A communication enabled indoor intelligent robots (IRs) service framework is proposed,
where non-orthogonal multiple access (NOMA) technique is adopted to enable highly …

Reconfigurable intelligent surface aided NOMA networks

T Hou, Y Liu, Z Song, X Sun, Y Chen… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
Reconfigurable intelligent surfaces (RISs) constitute a promising performance enhancement
for next-generation (NG) wireless networks in terms of enhancing both their spectral …