A deep learning based modeling of reconfigurable intelligent surface assisted wireless communications for phase shift configuration

B Sheen, J Yang, X Feng… - … of the Communications …, 2021 - ieeexplore.ieee.org
… : • We consider an RIS-assisted wireless communication network and propose a ML-based …
Debbah, “Wireless networks design in the era of deep learning: Model-based, AI-based, or …

Evolutionary learning of link allocation algorithms for 5g heterogeneous wireless communications networks

D Lynch, T Saber, S Kucera, H Claussen… - Proceedings of the …, 2019 - dl.acm.org
Wireless communications networks are operating at breaking point during an era of relentless
tra c growth. Network operators must utilize scarce and expensive wireless spectrum e …

Deep-reinforcement-learning-based sustainable energy distribution for wireless communication

G Muhammad, MS Hossain - IEEE Wireless Communications, 2021 - ieeexplore.ieee.org
… The core network includes base stations (BSs) and network slicing, while the core cloud
has energy cloud servers containing deep learning (DL) and machine learning (ML) modules, …

Adaptive Smart Radio Environment (ASRE): New Paradigm for Wireless Communication Networks

W Luo, T Yan, A Xuan, Y Zhong, X Zhao - IEEE Access, 2024 - ieeexplore.ieee.org
… hyperconnectivity of Beyond 5G/6G Era. The functionality of SRE is … In addition, changes in
the wireless communication … realize the learning and evolution of the wireless communication

An enhanced secure deep learning algorithm for fraud detection in wireless communication

S Sanober, I Alam, S Pande, F Arslan… - … Communications …, 2021 - Wiley Online Library
learning and Machine Learning algorithms. But their model shows much better results than
the machine learning … [2] describe that in today’s era of technology especially in the Internet …

Leveraging machine learning for industrial wireless communications

I Malanchini, P Agostini, K Alam, M Baumgart… - arXiv preprint arXiv …, 2021 - arxiv.org
communication landscape and are finding their way into industrial facilities: the rollout of 5G
with its distinct support for vertical industries and the increasing success of machine learning

[PDF][PDF] Machine Learning for 5G Mobile and Wireless Communication

B Aderibigbe - academia.edu
… Also, ML algorithms has the capability to automatically learn from previous data and … Some
of the downsides restricting its usage with wireless communication [2] are the interpretability …

Emerging applications, technologies, and services in wireless communications: 5G to 6G evolution

M Servetnyk, R Servetnyk - Social Development and Security, 2021 - paperssds.eu
… This article provides a vision for the post-5G era of wireless communications, which serves
as a research guide for scientists and commercial organizations. Current achievements of 5G …

Artificial Intelligence in Wireless Communication

P Hemrajani, VS Dhaka, MK Bohra… - … Communication and …, 2022 - Wiley Online Library
… in machine learning and wireless communication technologies … Wireless communication
infrastructure is an essential part of … in the upcoming era of 5G and B5G wireless networks [11]. …

Machine learning-based cell-free support in the O-RAN architecture: an innovative converged optical-wireless solution toward 6G networks

JS Vardakas, K Ramantas… - … Communications, 2022 - ieeexplore.ieee.org
… The presented Q-learning-based evaluation results show that the proposed networking
configuration is efficient and can be incorporated into the era of 6G converged-optical-wireless-…