Artificial intelligence and machine learning in 5G and beyond: a survey and perspectives
The deployment of 4G/LTE (Long Term Evolution) mobile network has solved the major
challenge of high capacities, to build real broadband mobile Internet. This was possible …
challenge of high capacities, to build real broadband mobile Internet. This was possible …
Vertical industries requirements analysis & targeted KPIs for advanced 5G trials
T Doukoglou, V Gezerlis, K Trichias… - … on Networks and …, 2019 - ieeexplore.ieee.org
Just before the commercial roll-out of European 5G networks, 5G trials in realistic
environments have been recently initiated all around Europe, as part of the Phase 3 projects …
environments have been recently initiated all around Europe, as part of the Phase 3 projects …
Towards ubiquitous AI in 6G with federated learning
With 5G cellular systems being actively deployed worldwide, the research community has
started to explore novel technological advances for the subsequent generation, ie, 6G. It is …
started to explore novel technological advances for the subsequent generation, ie, 6G. It is …
SyntheticNET: A 3GPP compliant simulator for AI enabled 5G and beyond
The rapid evolution of cellular system design towards 5G and beyond gives rise to a need
for investigation of the new features, design proposals and solutions in realistic settings for …
for investigation of the new features, design proposals and solutions in realistic settings for …
Knowledge-driven deep learning paradigms for wireless network optimization in 6g
In the sixth-generation (6G) networks, newly emerging diversified services of massive users
in dynamic network environments are required to be satisfied by multi-dimensional …
in dynamic network environments are required to be satisfied by multi-dimensional …
Artificial intelligence defined 5G radio access networks
Massive multiple-input multiple-output antenna systems, millimeter-wave communications,
and ultra-dense networks have been widely perceived as the three key enablers that …
and ultra-dense networks have been widely perceived as the three key enablers that …
[HTML][HTML] Trends in intelligent communication systems: Review of standards, major research projects, and identification of research gaps
The increasing complexity of communication systems, following the advent of
heterogeneous technologies, services and use cases with diverse technical requirements …
heterogeneous technologies, services and use cases with diverse technical requirements …
[HTML][HTML] Survey on intelligence edge computing in 6G: Characteristics, challenges, potential use cases, and market drivers
Intelligence Edge Computing (IEC) is the key enabler of emerging 5G technologies networks
and beyond. IEC is considered to be a promising backbone of future services and wireless …
and beyond. IEC is considered to be a promising backbone of future services and wireless …
[HTML][HTML] Machine learning in beyond 5G/6G networks—State-of-the-art and future trends
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 …
role in realizing and optimizing 6G network applications. In this paper, we present a brief …
Federated Learning-Empowered Mobile Network Management for 5G and Beyond Networks: From Access to Core
The fifth generation (5G) and beyond wireless networks are envisioned to provide an
integrated communication and computing platform that will enable multipurpose and …
integrated communication and computing platform that will enable multipurpose and …