6G networks and the AI revolution—Exploring technologies, applications, and emerging challenges

R Chataut, M Nankya, R Akl - Sensors, 2024 - mdpi.com
In the rapidly evolving landscape of wireless communication, each successive generation of
networks has achieved significant technological leaps, profoundly transforming the way we …

A survey on resource management for 6G heterogeneous networks: current research, future trends, and challenges

HF Alhashimi, MHDN Hindia, K Dimyati, EB Hanafi… - Electronics, 2023 - mdpi.com
The sixth generation (6G) mobile communication system is expected to meet the different
service needs of modern communication scenarios. Heterogeneous networks (HetNets) …

Reconfigurable intelligent surface for physical layer security in 6G-IoT: Designs, issues, and advances

W Khalid, MAU Rehman, T Van Chien… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Sixth-generation (6G) networks pose substantial security risks because confidential
information is transmitted over wireless channels with a broadcast nature, and various attack …

[HTML][HTML] From efficiency to sustainability: Exploring the potential of 6G for a greener future

R Kumar, SK Gupta, HC Wang, CS Kumari… - Sustainability, 2023 - mdpi.com
This article provides a comprehensive examination of sustainable 6G wireless
communication systems, addressing the urgent need for environmentally friendly and …

[HTML][HTML] Federated learning enables 6 G communication technology: Requirements, applications, and integrated with intelligence framework

MK Hasan, AKMA Habib, S Islam, N Safie… - Alexandria Engineering …, 2024 - Elsevier
The 5 G networks are effectively deployed worldwide, and academia and industries have
begun looking at 6 G network communication technology for consumer electronics …

AI-RAN in 6G Networks: State-of-the-Art and Challenges

NA Khan, S Schmid - IEEE Open Journal of the …, 2023 - ieeexplore.ieee.org
6G is a next-generation cellular communication technology that builds up on existing 5G
networks which are currently rolled out worldwide. Through incorporation of artificial …

Interference management in 5G and beyond networks: A comprehensive survey

N Trabelsi, LC Fourati, CS Chen - Computer Networks, 2024 - Elsevier
During the last decade, wireless data services have had an incredible impact on people's
lives in ways we could never have imagined. The number of mobile devices has increased …

[HTML][HTML] Interference challenges and management in B5G network design: A comprehensive review

OTH Alzubaidi, MHDN Hindia, K Dimyati, KA Noordin… - Electronics, 2022 - mdpi.com
Beyond Fifth Generation (B5G) networks are expected to be the most efficient cellular
wireless networks with greater capacity, lower latency, and higher speed than the current …

ORAN-B5G: a next generation open radio access network architecture with machine learning for beyond 5G in industrial 5.0

AA Khan, AA Laghari, AM Baqasah… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Autonomous decision-making is considered an intercommunication use case that needs to
be addressed when integrating open radio access networks with mobile-based 5G …

A survey of intelligent end-to-end networking solutions: Integrating graph neural networks and deep reinforcement learning approaches

P Tam, S Ros, I Song, S Kang, S Kim - Electronics, 2024 - mdpi.com
This paper provides a comprehensive survey of the integration of graph neural networks
(GNN) and deep reinforcement learning (DRL) in end-to-end (E2E) networking solutions …