Applications of multi-agent reinforcement learning in future internet: A comprehensive survey

T Li, K Zhu, NC Luong, D Niyato, Q Wu… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Future Internet involves several emerging technologies such as 5G and beyond 5G
networks, vehicular networks, unmanned aerial vehicle (UAV) networks, and Internet of …

Machine learning in beyond 5G/6G networks—State-of-the-art and future trends

VP Rekkas, S Sotiroudis, P Sarigiannidis, S Wan… - Electronics, 2021 - mdpi.com
Artificial Intelligence (AI) and especially Machine Learning (ML) can play a very important
role in realizing and optimizing 6G network applications. In this paper, we present a brief …

From 5G to 6G networks, a survey on AI-Based jamming and interference detection and mitigation

P Lohan, B Kantarci, MA Ferrag… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
Fifth-generation and Beyond (5GB) networks are transformational technologies to
revolutionize future wireless communications in terms of massive connectivity, higher …

Game theory and reinforcement learning for anti-jamming defense in wireless communications: Current research, challenges, and solutions

L Jia, N Qi, Z Su, F Chu, S Fang… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Due to the inherently open and shared nature of the wireless channels, wireless
communication networks are vulnerable to jamming attacks, and effective anti-jamming …

Ultra-dense networks: taxonomy and key performance indicators

V Stoynov, V Poulkov, Z Valkova-Jarvis, G Iliev… - Symmetry, 2022 - mdpi.com
One major influence on the future deployment of cellular networks will be a continuous
increase in traffic inside mobile broadband systems. Moreover, traditional macrocell-based …

Beyond Complexity Limits: Machine Learning for Sidelink-Assisted mmWave Multicasting in 6G

N Chukhno, O Chukhno, S Pizzi… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The latest technological developments have fueled revolutionary changes and
improvements in wireless communication systems. Among them, mmWave spectrum …

Game-theoretic analytics for privacy preservation in Internet of Things networks: A survey

Y Shen, C Shepherd, CM Ahmed, S Shen, X Wu… - … Applications of Artificial …, 2024 - Elsevier
Privacy preservation of the big data generated, deposited, and communicated by smart IoT
(Internet of Things) nodes is the major challenge in IoT networks. Anonymization, encryption …

Folpetti: A novel multi-armed bandit smart attack for wireless networks

E Bout, A Brighente, M Conti, V Loscri - Proceedings of the 17th …, 2022 - dl.acm.org
Channel hopping provides a defense mechanism against jamming attacks in large scale
Internet of Things (IoT) networks. However, a sufficiently powerful attacker may be able to …

Multi-user scheduling for 6G V2X ultra-massive MIMO system

S He, J Du, Y Liao - Sensors, 2021 - mdpi.com
6G vehicle-to-everything (V2X) communication will be combined with vehicle automatic
driving technology and play an important role in automatic driving. However, in 6G V2X …

Stable matching with evolving preference for adaptive handover in cellular-connected UAV networks

W Wang, B Wang, Y Sun - Vehicular Communications, 2024 - Elsevier
Abstract Unmanned Aerial Vehicles (UAVs) can effectively and reliably complete aerial tasks
in various fields. However, the high-speed mobility of UAVs and the 6G ultra-dense …