AI-based autonomous control, management, and orchestration in 5G: From standards to algorithms

D Bega, M Gramaglia, R Perez, M Fiore… - IEEE …, 2020 - ieeexplore.ieee.org
While the application of artificial intelligence (Ai) to 5G networks has raised strong interest,
standard solutions to bring Ai into 5G systems are still in their infancy and have a long way to …

CONDENSE: A reconfigurable knowledge acquisition architecture for future 5G IoT

D Vukobratovic, D Jakovetic, V Skachek… - IEEE …, 2016 - ieeexplore.ieee.org
In forthcoming years, the Internet of Things (IoT) will connect billions of smart devices
generating and uploading a deluge of data to the cloud. If successfully extracted, the …

A vision and an evolutionary framework for 6G: Scenarios, capabilities and enablers

R Liu, RYN Li, M Di Renzo, L Hanzo - arXiv preprint arXiv:2305.13887, 2023 - arxiv.org
With the standardization and commercialization completed at an unforeseen pace for the 5th
generation (5G) wireless networks, researchers, engineers and executives from the …

Edge artificial intelligence for 6G: Vision, enabling technologies, and applications

KB Letaief, Y Shi, J Lu, J Lu - IEEE Journal on Selected Areas …, 2021 - ieeexplore.ieee.org
The thriving of artificial intelligence (AI) applications is driving the further evolution of
wireless networks. It has been envisioned that 6G will be transformative and will …

The shift to 6G communications: Vision and requirements

MW Akhtar, SA Hassan, R Ghaffar, H Jung… - … -centric Computing and …, 2020 - Springer
Abstract The sixth-generation (6G) wireless communication network is expected to integrate
the terrestrial, aerial, and maritime communications into a robust network which would be …

Toward native explainable and robust AI in 6G networks: Current state, challenges and road ahead

C Fiandrino, G Attanasio, M Fiore, J Widmer - Computer Communications, 2022 - Elsevier
Abstract 6G networks are expected to face the daunting task of providing support to a set of
extremely diverse services, each more demanding than those of previous generation …

Towards closed-loop automation in 5g open ran: Coupling an open-source simulator with xapps

T Karamplias, ST Spantideas… - 2022 Joint European …, 2022 - ieeexplore.ieee.org
The goal of this paper is to demonstrate the implementation of technological solutions that
will enable the optimization of 5G network resources and services in an automated and self …

An ultra-flexible software architecture concept for 6g core networks

M Corici, E Troudt, P Chakraborty… - 2021 IEEE 4th 5G …, 2021 - ieeexplore.ieee.org
5G networks made a first step towards increasing the core network flexibility by optimizing
the interactions between the network functions with specific web-based interfaces and …

Intelligent 5G: When cellular networks meet artificial intelligence

R Li, Z Zhao, X Zhou, G Ding, Y Chen… - IEEE Wireless …, 2017 - ieeexplore.ieee.org
5G cellular networks are assumed to be the key enabler and infrastructure provider in the
ICT industry, by offering a variety of services with diverse requirements. The standardization …

An overview of the implications of artificial intelligence (AI) in Sixth Generation (6G) communication network

A Raihan - Research Briefs on Information and Communication …, 2023 - rebicte.org
The 6G communication network is anticipated to be a cutting-edge next-generation
communication network that will enhance the value of the intelligent Internet of Things (IoT) …