A project investigates how to improve 6G network intelligence technology

The UC3M is participating in the European Investigation Project, DAEMON, which aims to build and carry out updates to the architecture of mobile networks, as nicely as enhance the accommodation of Community Intelligence in long term 6G methods, via the better adaptation of the adoption and integration of Artificial Intelligence (AI) models. This is anticipated to attain a lot more effective, scalable, and sustainable networks.

Image credit score: UC3M

The work that will be carried out at the UC3M addresses numerous related places of the project. First of all, researchers from the University will leverage their knowledge of the architecture of 3GPP mobile networks in buy to structure the architecture for mobile networks the place AI is totally built-in. During this work, the limits of the application of AI in networks will be explored, deciding the specifications that will be adopted by new algorithms.

In relation to this component, the UC3M will structure highly developed solutions based mostly on the application of AI inside of the context of handling Reconfigurable Clever Surfaces (RIS). “This technological innovation is considered to be just one of the most promising inside of the context of the upcoming 6G networks”, notes kinds of the project’s researchers, Marco Gramaglia, from the UC3M’s Department of Telematic Engineering. In addition to this, new capabilities will be intended utilizing AI that will optimise some operational factors, these as ability use or overall dependability, without compromising efficiency. Ultimately, this will make “mobile networks a lot more scalable and sustainable”, concludes Marco Gramaglia.

“While current endeavours to combine Community Intelligence (NI) into mobile networks intention to great-tune machine finding out solutions so that they can be adapted to network environments, DAEMON is updating the strategy and aiming to update network architecture so that it supports NI operations”, claims project coordinator, Marco Fiore, Investigation Affiliate Professor at the IMDEA Networks Institute.

Development achieved in this project is anticipated to be used to useful network environments to allow higher efficiency, whilst also creating effective use of fundamental radio-electrical and computing sources, minimizing the vitality footprint of mobile networks, and expanding their dependability.

The DAEMON (aDAptive and sElf-Finding out Mobile Networks network intelligence for adaptive and machine finding out mobile networks) Project is getting coordinated by the IMDEA Networks Institute and is getting carried out from January 2021 to December 2023. It is getting funded by the European Union’s H2020-ICT-2020-two phone for information and facts and communication systems.

This investigate consortium is comprised of researchers from the UC3M, as nicely as other establishments, these as the IMEC (Belgium), the University of Malaga (Spain), the Delft University of Know-how (The Netherlands), and critical individuals from the marketplace, these as world-main brands, these as NEC Laboratories Europe GmbH (Germany) and Nokia Bell Labs (Belgium), main operators these as OTE (Greece) and Telefónica I+D (Spain), as nicely as revolutionary SMEs these as ADLINK Know-how (France), Software package Radio Devices (Ireland) and WINGS ICT (Greece).

Supply: Universidad Carlos III de Madrid