A literature survey on AI-aided beamforming and beam management for 5G and 6G systems

DS Brilhante, JC Manjarres, R Moreira… - Sensors, 2023 - mdpi.com
Modern wireless communication systems rely heavily on multiple antennas and their
corresponding signal processing to achieve optimal performance. As 5G and 6G networks …

[HTML][HTML] Improving cloud/edge sustainability through artificial intelligence: A systematic review

B Bermejo, C Juiz - Journal of Parallel and Distributed Computing, 2023 - Elsevier
In recent years, the increase in the use of services in cloud, fog, edge, and IoT ecosystems
has been very notable. On the one hand, environmental sustainability is affected by this type …

6Blocks: 6G-enabled trust management scheme for decentralized autonomous vehicles

P Bhattacharya, A Shukla, S Tanwar, N Kumar… - Computer …, 2022 - Elsevier
In this paper, we propose a 6G-envisioned blockchain (BC)-based scheme for cellular
vehicle-to-everything (C-V2X) ecosystems (termed as 6Blocks), which optimizes the edge …

The role of network slicing and edge computing in the metaverse realization

S Karunarathna, S Wijethilaka, P Ranaweera… - IEEE …, 2023 - ieeexplore.ieee.org
Metaverse is the latest technological hype in the modern world due to its potential for
revolutionizing the digital visual perspective. With the COVID-19 pandemic, most industries …

Split federated learning for 6G enabled-networks: Requirements, challenges and future directions

H Hafi, B Brik, PA Frangoudis, A Ksentini… - IEEE Access, 2024 - ieeexplore.ieee.org
Sixth-generation (6G) networks anticipate intelligently supporting a wide range of smart
services and innovative applications. Such a context urges a heavy usage of Machine …

An Empirical Study and Simulation Analysis of the MAC Layer Model Using the AWGN Channel on WiMAX Technology

M Patidar, G Bhardwaj, A Jain, B Pant… - 2022 2nd …, 2022 - ieeexplore.ieee.org
The IEEE 802.16 specification defines WiMAX, a wireless broadband data transmission
technology. It enables high-speed data transmission over a wide range and remains …

From multilayer perceptron to GPT: A reflection on deep learning research for wireless physical layer

M Akrout, A Mezghani, E Hossain… - IEEE …, 2024 - ieeexplore.ieee.org
Most research studies on deep learning (DL) applied to the physical layer of wireless
communication do not put forward the critical role of the accuracy-generalization trade-off in …

Identifying ddos attack using split-machine learning system in 5g and beyond networks

BS Rawal, S Patel… - IEEE INFOCOM 2022 …, 2022 - ieeexplore.ieee.org
We rely on the internet heavily for our business in this day and age. As a result, fully
connected or wireless internet access is essential. 5G networks involve different …

Artificial Neural Networks in Healthcare for Augmented Reality

K Pradeepa, N Bharathiraja… - 2022 Fourth …, 2022 - ieeexplore.ieee.org
Deep learning (DL) techniques like recurrent neural networks (RNN) and convolutional
neural networks (CNN) are currently being utilised to improve management tooling and …

DNN beamforming for LEO satellite communication at Sub-THz bands

R Kumar, S Arnon - Electronics, 2022 - mdpi.com
The 6G communication system will be designed at sub-THz frequencies due to increasing
demand in data rates, emerging new applications and advanced communication …