NOMA and future 5G & B5G wireless networks: A paradigm

U Ghafoor, M Ali, HZ Khan, AM Siddiqui… - Journal of Network and …, 2022 - Elsevier
For the last few decades, wireless communication has been facing a technological
revolution. High data rate and continuous connectivity are the necessities because the …

A survey of NOMA: State of the art, key techniques, open challenges, security issues and future trends

SAH Mohsan, Y Li - arXiv preprint arXiv:2306.06664, 2023 - arxiv.org
Non-orthogonal multiple access (NOMA) systems can serve multiple users in contrast to
orthogonal multiple-access (OMA), which makes use of the limited time or frequency domain …

AI-based resource allocation in end-to-end network slicing under demand and CSI uncertainties

A Gharehgoli, A Nouruzi, N Mokari… - … on Network and …, 2023 - ieeexplore.ieee.org
Network slicing (NwS) is one of the main technologies in the fifth-generation of mobile
communication and beyond (5G+). One of the important challenges in the NwS is …

Online service provisioning in NFV-enabled networks using deep reinforcement learning

A Nouruzi, A Zakeri, MR Javan, N Mokari… - … on Network and …, 2022 - ieeexplore.ieee.org
In this paper, we study a Deep Reinforcement Learning (DRL) based framework for an
online end-user service provisioning in a Network Function Virtualization (NFV)-enabled …

Secure spectrum-energy efficiency tradeoff based on Stackelberg game in a two-way relay cognitive satellite terrestrial network

X Li, R Yao, Y Fan, P Wang, N Qi… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
In this letter, we consider a two-way relay cognitive satellite terrestrial network (CSTN) in the
presence of a friendly jammer and an eavesdropper (Eve). In this system, we investigate the …

Comparative Analysis of Multi-Model and Uni-Model Approaches using Time Distributed Bidirectional LSTM for Multidata Sentiment Analysis

K Gupta, M Parmar - 2023 14th International Conference on …, 2023 - ieeexplore.ieee.org
The sentiment of the data contained in a text can be determined by analysis. This sentiment
can be good, negative, or neutral. When carrying out this research, one may choose to …

6G+ Networks Through Enhanced Efficiency and Sustainability With MADDPG-Driven Network Slicing in SoS Environments

A Andreou, CX Mavromoustakis - IEEE Transactions on Green …, 2024 - ieeexplore.ieee.org
This study explores the integration of sustainable practices in the advancing domain of sixth-
generation and beyond (6G+) network technologies, with a particular focus on enhancing …

Joint resource allocation, task processing, and trajectory design for UAV-assisted Industrial IoT users in 6G networks

A Mohammadisarab, A Khalili, A Nouruzi… - … IEEE Conference on …, 2022 - ieeexplore.ieee.org
This paper proposes a disaster relief service (DRS) method in hierarchical non-terrestrial
networks (HNTNs). We aim to maximize the number of satisfactory connections (NSCs) by …

Artificial Intelligence-based Fair Allocation in NOMA Technique: A Review

S Kirtay, K Yildiz, VG Bocekci - International Journal of Sensors …, 2024 - benthamdirect.com
Non-Orthogonal Multiple Access (NOMA) is an innovation that has great potential in wireless
communication. It permits multiple users to efficiently allot a frequency band by adjusting …

Enhancement of Over-the-Air Federated Learning by Using AI-based Fluid Antenna System

M Ahmadzadeh, S Pakravan, GA Hodtani… - arXiv preprint arXiv …, 2024 - arxiv.org
This letter investigates an over-the-air federated learning (OTA-FL) system that employs fluid
antennas (FAs) at the access point (AP) to enhance learning performance by leveraging the …