[PDF][PDF] A Dynamic Two-stage Machine Learning Approach for the Selection of a UE-VBS in a 5G/6G Network

… configurations, and network infrastructures. In this context, … machine learning (ML) model
can be employed. Hence, in this paper, we propose and explore a two-stage machine learning

6G wireless networks: Vision, requirements, architecture, and key technologies

Z Zhang, Y Xiao, Z Ma, M Xiao, Z Ding… - … vehicular technology …, 2019 - ieeexplore.ieee.org
… and underwater networks to provide ubiquitous and unlimited wireless connectivity. We also
discuss artificial intelligence (AI) and machine learning [1], [2] for autonomous networks and …

The shift to 6G communications: Vision and requirements

MW Akhtar, SA Hassan, R Ghaffar, H Jung… - … -centric Computing and …, 2020 - Springer
… artificial intelligence (AI)/machine learning (ML), quantum communication/quantum machine
learning … In this article, we provide a detailed overview of the 6G network dimensions with air …

From 5G to 6G—challenges, technologies, and applications

AI Salameh, M El Tarhuni - Future Internet, 2022 - mdpi.com
… Moreover, we discuss many of the deep learning methods to be used in 6G, provide an
accurate count of papers discussing next-gen networks between 2015 and 2020, and show how …

A Comprehensive Review on Machine Learning-based Approaches for Next Generation Wireless Network

S Paul - SN Computer Science, 2024 - Springer
… This section introduces various application areas of machine learning in 5G and BG
networks. The ML in the network can be applied for parameter estimation and performance …

Artificial Intelligence in 6G Wireless Networks: Opportunities, Applications, and Challenges

A Alhammadi, I Shayea, AA El-Saleh… - … Journal of Intelligent …, 2024 - Wiley Online Library
… Moreover, machine learning (ML) and deep learning (DL) stand as two sophisticated AI …
We present the 5G/6G emerging wireless technologies that are currently leading the …

Emerging Internet of Things (IoTs) Scenarios Using Machine Learning for 6G Over 5G-Based Communications

R Dangey, A Tandon, AK Tyagi - 6G-Enabled IoT and AI for Smart …, 2023 - taylorfrancis.com
… The secret to managing all that data without hiccups and with less power use is machine
learning. The 5G network can evaluate data trends and employ learned models to transfer data …

Waveform Management Approach With Machine Learning for 6G Systems

YÏ Demir, A Yazar, H Arslan - IEEE Transactions on Network …, 2024 - ieeexplore.ieee.org
… In this paper, waveform selection approaches are proposed based on machine learning (ML)
with single-stage and multi-stage networks for the waveform management in the same …

Addressing the CQI feedback delay in 5G/6G networks via machine learning and evolutionary computing

A Balieiro, K Dias, P Guarda - … and Converged Networks, 2022 - ieeexplore.ieee.org
… two approaches, one based on machine learning and another on evolutionary … network
simulation data and the results show their high accuracy and feasibility to be employed in 5G/6G

Machine learning enabled dynamic spectrum access for 6G wireless networks

S Iyer - Journal of Applied Security Research, 2024 - Taylor & Francis
… To include intelligence and adaptivity within the spectrum sharing techniques, artificial
intelligence (AI) and machine learning (ML) algorithms must be adopted. These methods, which …