Intelligent 5G: When cellular networks meet artificial intelligence

R Li, Z Zhao, X Zhou, G Ding, Y Chen… - IEEE Wireless …, 2017 - ieeexplore.ieee.org
… to achieve intelligent 5G networks, and demonstrate the effectiveness of AI to manage and
orchestrate cellular network resources. We envision that AI-empowered 5G cellular networks

Artificial intelligence-enabled cellular networks: A critical path to beyond-5G and 6G

R Shafin, L Liu, V Chandrasekhar… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
… of AI within the cellular domain, while promising, is still in its nascent stages. Below, we
outline key motivations for employing AI-enabled cellular networks. Network Complexity. …

Applying artificial intelligence for cellular networks optimization

OO Semenova, AO Semenov… - … , Industry, and High …, 2019 - spiedigitallibrary.org
Artificial Intelligence approach provides optimized results in a challenging task of the call
admission control process in cellular networks… call admission in cellular networks. A structure of …

[PDF][PDF] A Systematic Review of Artificial Intelligence Applications in Cellular Networks.

NC Eli-Chukwu, JM Aloh… - … , Technology & Applied …, 2019 - researchgate.net
… of the art of artificial intelligence (AI) in enhancing the performance of cellular networks.
This paper summarizes the AI concept and reviews its applications in cellular network design, …

Artificial intelligence enabled wireless networking for 5G and beyond: Recent advances and future challenges

CX Wang, M Di Renzo, S Stanczak… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
Artificial intelligence (AI) technologies have the potential to … of 5G and B5G wireless networks.
AI is “the simulation of human … Current cellular networks designed and operated based on …

[PDF][PDF] Machine learning for wireless networks with artificial intelligence: A tutorial on neural networks

M Chen, U Challita, W Saad, C Yin… - arXiv preprint arXiv …, 2017 - researchgate.net
… of wireless cellular networks will be almost completely reliant on AI and … machine learning
and artificial neural networks. Section III presents several key types of artificial neural networks

Intelligent network data analytics function in 5G cellular networks using machine learning

S Sevgican, M Turan, K Gökarslan… - … and Networks, 2020 - ieeexplore.ieee.org
5G cellular networks come with many new features compared to the legacy cellular networks,
such as network data analytics function (NWDAF), which enables the network operators to …

When machine learning meets wireless cellular networks: Deployment, challenges, and applications

U Challita, H Ryden, H Tullberg - IEEE Communications …, 2020 - ieeexplore.ieee.org
… complexity — from new use cases to network function virtualization, large volumes of data, …
change in network operations. Meanwhile, the recent advances in artificial intelligence (AI) …

Artificial intelligence to manage network traffic of 5G wireless networks

Y Fu, S Wang, CX Wang, X Hong… - IEEE network, 2018 - ieeexplore.ieee.org
artificial intelligence (AI) technologies to analyze and manage the traffic of 5G networks from
network … ventions in network traffic management, but also enable better network performance…

Artificial intelligence in 5G technology: A survey

MEM Cayamcela, W Lim - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
… This work takes into account the value of LTE-U as a proposal that allows cellular network
operators to offload some of their data traffic, and the connotation of AI in the form of RL-LSTM, …