Resource allocation design for next-generation multiple access: A tutorial overview

Z Wei, D Xu, S Li, S Song, DWK Ng… - Proceedings of the …, 2024 - ieeexplore.ieee.org
Multiple access is the cornerstone technology for each generation of wireless cellular
networks, which fundamentally determines the method of radio resource sharing and …

Outage, Capacity, and Error Performance of Downlink RSMA-based Systems: Analysis and Resource Optimization

TH Vu, DB Da Costa, S Kim… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
This paper comprehensively investigates the performance of downlink multi-user rate-
splitting multiple access (RSMA) networks under Nakagami-m fading channels. We first …

LSTM-based Trajectory and Phase-Shift Prediction for RSMA Networks Assisted by AIRS

BKS Lima, JP Matos-Carvalho, R Dinis… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
This paper investigates rate-splitting multiple access (RSMA) networks with multiusers
assisted by aerial intelligent reflecting surfaces (AIRS). To improve the sum-rate of the …

ViRSMALNet: A Twin-Tier LSTM-Based Deep Learning Network for Indoor MIMO RSMA VLC Systems

AK Kowshik, S Gurugopinath… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
In this article, we present a twin-tiered deep learning (DL) symbol detector architecture for a
multi-user multiple-input multiple-output (MIMO) visible light communication (VLC) system …

Joint Terminal-UAV Association and Power Allocation for Hybrid Satellite-UAV Relay Network with Rate Splitting Multiple Access

X Wang, H Chen, S Li - IEEE Access, 2024 - ieeexplore.ieee.org
In this paper, we investigate a hybrid satellite-unmanned aerial vehicle (UAV) relay network
(HSURN) with rate splitting multiple access (RSMA), where the terminal transmits a …

Uplink Non-Orthogonal Multiple Access (NOMA) Decoding based on Successive Parzen Windows Interference Cancellation

VPG Jiménez, ÁN Vázquez - IEEE Open Journal of Vehicular …, 2024 - ieeexplore.ieee.org
In this paper, a novel decoding kernel method based on Successive Parzen Windows
Interference Cancellation (SPWIC) is proposed for the Non-Orthogonal Multiple Access …

Deep Learning-Based Detection for RSMA with Orthogonal Time Frequency Space Modulation

AK Kowshik, S Gurugopinath… - IEEE Communications …, 2025 - ieeexplore.ieee.org
The increasing demands for high-speed and reliable wireless communication in dynamic
environments, such as high-Doppler scenarios, pose significant challenges to existing …

Design of a Deep Learning based Intelligent Receiver for a Wireless Communication System

MN Drakshayini, MR Kounte… - International Journal of …, 2024 - ijeer.forexjournal.co.in
In communication systems, deep learning techniques can provide better predictions than
model-based methods when the hidden features of the problem are prone to deviating …