A Flexible Machine Learning-Aware Architecture for Future WLANs

F Wilhelmi Roca, S Barrachina-Munoz… - … Magazine, vol. 58 …, 2020 - openaccess.uoc.edu
Lots of hopes have been placed in Machine Learning (ML) as a key enabler of future
wireless networks. By taking advantage of the large volumes of data generated by networks …

A flexible machine-learning-aware architecture for future WLANs

F Wilhelmi, S Barrachina-Muñoz… - IEEE …, 2020 - ieeexplore.ieee.org
Lots of hopes have been placed on machine learning (ML) as a key enabler of future
wireless networks. By taking advantage of large volumes of data, ML is expected to deal with …

Scope of machine learning applications for addressing the challenges in next‐generation wireless networks

RK Samanta, B Sadhukhan… - CAAI Transactions …, 2022 - Wiley Online Library
The convenience of availing quality services at affordable costs anytime and anywhere
makes mobile technology very popular among users. Due to this popularity, there has been …

6G white paper on machine learning in wireless communication networks

S Ali, W Saad, N Rajatheva, K Chang… - arXiv preprint arXiv …, 2020 - arxiv.org
The focus of this white paper is on machine learning (ML) in wireless communications. 6G
wireless communication networks will be the backbone of the digital transformation of …

Artificial intelligence for 6G networks: Technology advancement and standardization

MK Shehzad, L Rose, MM Butt… - IEEE Vehicular …, 2022 - ieeexplore.ieee.org
With the deployment of 5G networks, standards organizations have started working on the
design phase for 6G networks. 6G networks will be immensely complex, requiring more …

A Survey of ML for the Physical Layer in 5G and Future Wireless Networks

S Parikh, AK Moharana - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Future wireless networks will be heavily dependent on 5th-generation technology (5G). The
vast Internet of Everything (IoE), which will be powered by ground-breaking 5G network, will …

[图书][B] White Paper on Machine Learning in 6G Wireless Communication Networks: 6G Research Visions, No. 7, 2020

A Samad, W Saad, R Nandana, C Kapseok… - 2020 - diva-portal.org
This white paper discusses various topics, advances, and projections regarding machine
learning (ML) in wireless communications. Sixth generation (6G) wireless communications …

Machine Learning & Wi-Fi: Unveiling the Path Towards AI/ML-Native IEEE 802.11 Networks

F Wilhelmi, S Szott, K Kosek-Szott, B Bellalta - arXiv preprint arXiv …, 2024 - arxiv.org
Artificial intelligence (AI) and machine learning (ML) are nowadays mature technologies
considered essential for driving the evolution of future communications systems …

Guest editorial special issue on machine learning in wireless Communication—Part i

D Gesbert, D Gündüz, P de Kerret… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
Machine learning and data driven approaches have recently received much attention as a
key enabler for future 5G and beyond wireless networks. Yet, the evolution towards learning …

Guest editorial special issue on machine learning in wireless Communication—Part 2

D Gesbert, D Gündüz, P de Kerret… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
Machine learning and data driven approaches have recently received much attention as a
key enabler for future 5G and beyond wireless networks. Yet, the evolution towards learning …