publication . Article . Research . 2020

AI and ML – Enablers for Beyond 5G Networks

Kaloxylos, Alexandros; Gavras, Anastasius; Camps Mur, Daniel; Ghoraishi, Mir; Hrasnica, Halid;
Open Access
  • Published: 01 Dec 2020
  • Publisher: Zenodo
Abstract
This white paper on AI/ML as enablers of 5G and B5G networks is based on contributions from 5G PPP projects that research, implement and validate 5G and B5G network systems.<br> The white paper introduces the main relevant mechanisms in Artificial Intelligence and Machine Learning currently investigated and exploited for 5G and beyond 5G networks. A family of neural networks is presented, which are generally speaking, non-linear statistical data modelling and decision making tools. They are typically used to model complex relationships between input and output parameters of a system or to find patterns in data. Feed-forward neural networks, deep neural networks,...
Funded by
EC| TERAWAY
Project
TERAWAY
Terahertz technology for ultra-broadband and ultra-wideband operation of backhaul and fronthaul links in systems with SDN management of network and radio resources
  • Funder: European Commission (EC)
  • Project Code: 871668
  • Funding stream: H2020 | RIA
,
EC| 5G-SOLUTIONS
Project
5G-SOLUTIONS
5G Solutions for European Citizens
  • Funder: European Commission (EC)
  • Project Code: 856691
  • Funding stream: H2020 | RIA
,
EC| 5G!Drones
Project
5G!Drones
Unmanned Aerial Vehicle Vertical Applications' Trials Leveraging Advanced 5G Facilities
  • Funder: European Commission (EC)
  • Project Code: 857031
  • Funding stream: H2020 | RIA
,
EC| ARIADNE
Project
ARIADNE
Artificial Intelligence Aided D-band Network for 5G Long Term Evolution
  • Funder: European Commission (EC)
  • Project Code: 871464
  • Funding stream: H2020 | RIA
,
EC| 5GENESIS
Project
5GENESIS
5th Generation End-to-end Network, Experimentation, System Integration, and Showcasing
  • Funder: European Commission (EC)
  • Project Code: 815178
  • Funding stream: H2020 | RIA
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Research . 2020
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Research . 2020
Provider: Datacite
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Research . 2020
Provider: ZENODO
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