Reconfigurable intelligent surface assisted non-orthogonal multiple access network based on machine learning approaches
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 …
capacity and numerous access devices can hardly be satisfied by the scarce spectrum …
A state-of-the-art survey on reconfigurable intelligent surface-assisted non-orthogonal multiple access networks
Reconfigurable intelligent surfaces (RISs) and nonorthogonal multiple access (NOMA) have
been recognized as key enabling techniques for the envisioned sixth generation (6G) of …
been recognized as key enabling techniques for the envisioned sixth generation (6G) of …
Mobile reconfigurable intelligent surfaces for NOMA networks: Federated learning approaches
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 …
networks is proposed, where an RIS mounted on the robot is invoked to enable mobility of …
Deep learning-aided constellation design for downlink NOMA
L Jiang, X Li, N Ye, A Wang - 2019 15th International Wireless …, 2019 - ieeexplore.ieee.org
Massive connectivity is one of the most challenging issues for Internet of Things (IoT) to
achieve the quality of service provisions required by the numerous IoT devices. Non …
achieve the quality of service provisions required by the numerous IoT devices. Non …
Downlink analysis for reconfigurable intelligent surfaces aided NOMA networks
By activating blocked users and altering successive interference cancellation (SIC)
sequences, reconfigurable intelligent surfaces (RISs) become promising for enhancing non …
sequences, reconfigurable intelligent surfaces (RISs) become promising for enhancing non …
RIS-assisted NOMA with interference-cancellation and interference-alignment scheme
BYD Rito, KH Li - IEEE Communications Letters, 2023 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) is a cost-effective method to enhance the end-to-
end wireless channel. Meanwhile, Non-Orthogonal Multiple Access (NOMA) improves the …
end wireless channel. Meanwhile, Non-Orthogonal Multiple Access (NOMA) improves the …
AI empowered RIS-assisted NOMA networks: Deep learning or reinforcement learning?
A reconfigurable intelligent surface (RIS)-assisted multi-user downlink communication
system over fading channels is investigated, where both non-orthogonal multiple access …
system over fading channels is investigated, where both non-orthogonal multiple access …
Artificial intelligence enabled NOMA toward next generation multiple access
This article focuses on the application of artificial intelligence (AI) in non-orthogonal multiple
access (NOMA), which aims to achieve automated, adaptive, and high-efficiency multi-user …
access (NOMA), which aims to achieve automated, adaptive, and high-efficiency multi-user …
DeepNOMA: A unified framework for NOMA using deep multi-task learning
Non-orthogonal multiple access (NOMA) will provide massive connectivity for future Internet
of Things. However, the intrinsic non-orthogonality in NOMA makes it non-trivial to approach …
of Things. However, the intrinsic non-orthogonality in NOMA makes it non-trivial to approach …
[HTML][HTML] A survey of deep learning based NOMA: State of the art, key aspects, open challenges and future trends
SAH Mohsan, Y Li, AV Shvetsov, J Varela-Aldás… - Sensors, 2023 - mdpi.com
Non-Orthogonal Multiple Access (NOMA) has become a promising evolution with the
emergence of fifth-generation (5G) and Beyond-5G (B5G) rollouts. The potentials of NOMA …
emergence of fifth-generation (5G) and Beyond-5G (B5G) rollouts. The potentials of NOMA …