Ultrafast Resource Allocation by Parallel Bandit Architecture Using Chaotic Lasers for Downlink NOMA Systems

M Sugiyama, T Mihana, A Li, M Naruse… - IEEE …, 2024 - ieeexplore.ieee.org
The effectiveness of laser chaos decision-makers in facilitating ultrafast decision-making
makes it possible for a real-time process of channel allocation scheme for the non …

Scalable Channel Allocation in Downlink NOMA Using Parallel Array of Laser Chaos Decision-Maker

M Sugiyama, A Li, M Naruse… - 2023 International …, 2023 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) is a technology that multiplexes multiple users on
the same channel at transmitters through appropriate channel allocation, and the signal …

BER Minimization by User Pairing in Downlink NOMA Using Laser Chaos Decision-Maker

M Sugiyama, A Li, Z Duan, M Naruse, M Hasegawa - Electronics, 2022 - mdpi.com
In next-generation wireless communication systems, non-orthogonal multiple access
(NOMA) has been recognized as essential technology for improving the spectrum efficiency …

User pairing using laser chaos decision maker for NOMA systems

Z Duan, A Li, N Okada, Y Ito, N Chauvet… - Nonlinear Theory and …, 2022 - jstage.jst.go.jp
Non-Orthogonal Multiple Access is one of the most important technologies in 5G and
Beyond 5G wireless communications, which improve system performance by power domain …

High-speed optimization of user pairing in NOMA system using laser chaos based MAB algorithm

Z Duan, N Okada, A Li, M Naruse… - … in Information and …, 2021 - ieeexplore.ieee.org
NOMA has become one of the most concerned technologies in 5G technology due to its
efficiency in improving spectrum utilization by exploiting power domain technology. Efficient …

Multi-armed bandit approach for mean field game-based resource allocation in NOMA networks

A Benamor, O Habachi, I Kammoun… - EURASIP Journal on …, 2024 - Springer
Facing the exponential demand for massive connectivity and the scarcity of available
resources, next-generation wireless networks have to meet very challenging performance …

User Scheduling in NOMA Random Access Using Contextual Multi-Armed Bandits

W Wang, W Yu, CH Foh, D Gao… - 2022 IEEE Globecom …, 2022 - ieeexplore.ieee.org
Random access (RA) is a common technique to admit users to a network. Non-orthogonal
multiple access-based RA (NOMA-RA) is a promising solution to support a large number of …

Multi-Armed Bandit Framework for Resource Allocation in Uplink NOMA Networks

A Benamor, O Habachi, I Kammoun… - 2023 IEEE Wireless …, 2023 - ieeexplore.ieee.org
Attracted by the advantages of Non-Orthogonal Multiple Access (NOMA) in accommodating
multiple users within the same resources, this paper jointly addresses the resource …

A game-theoretic approach of resource allocation in NOMA-based fog radio access networks

X Cao, M Peng, Z Ding - 2019 IEEE 90th Vehicular Technology …, 2019 - ieeexplore.ieee.org
Resource allocation in fog radio access networks (F-RANs) is a hot topic but with
challenges, especially combined with non-orthogonal multiple access (NOMA) technique …

Resource allocation combining heuristic matching and particle swarm optimization approaches: The case of downlink non-orthogonal multiple access

D Pliatsios, P Sarigiannidis - Information, 2019 - mdpi.com
The ever-increasing requirement of massive connectivity, due to the rapid deployment of
internet of things (IoT) devices, in the emerging 5th generation (5G) mobile networks …