A project investigates how to improve 6G network intelligence technology
The UC3M is participating in the European Exploration Project, DAEMON, which aims to establish and put into action updates to the architecture of mobile networks, as effectively as increase the accommodation of Network Intelligence in potential 6G systems, as a result of the increased adaptation of the adoption and integration of Synthetic Intelligence (AI) versions. This is expected to realize additional productive, scalable, and sustainable networks.
Image credit history: UC3M
The do the job that will be carried out at the UC3M addresses numerous relevant spots of the venture. Firstly, researchers from the University will leverage their understanding of the architecture of 3GPP mobile networks in get to design and style the architecture for mobile networks where by AI is fully integrated. In the course of this do the job, the restrictions of the software of AI in networks will be explored, pinpointing the needs that will be adopted by new algorithms.
In relation to this aspect, the UC3M will design and style state-of-the-art answers centered on the software of AI inside of the context of running Reconfigurable Smart Surfaces (RIS). “This engineering is deemed to be one particular of the most promising inside of the context of the impending 6G networks”, notes kinds of the project’s researchers, Marco Gramaglia, from the UC3M’s Division of Telematic Engineering. In addition to this, new attributes will be intended utilizing AI that will optimise some operational facets, these kinds of as electric power use or over-all reliability, without having compromising effectiveness. Eventually, this will make “mobile networks additional scalable and sustainable”, concludes Marco Gramaglia.
“While existing attempts to combine Network Intelligence (NI) into mobile networks intention to fantastic-tune device learning answers so that they can be tailored to community environments, DAEMON is updating the strategy and aiming to update community architecture so that it supports NI operations”, suggests venture coordinator, Marco Fiore, Exploration Affiliate Professor at the IMDEA Networks Institute.
Progress achieved in this venture is expected to be applied to useful community environments to permit superior effectiveness, whilst also creating productive use of underlying radio-electrical and computing means, decreasing the vitality footprint of mobile networks, and growing their reliability.
The DAEMON (aDAptive and sElf-Studying Cell Networks community intelligence for adaptive and device learning mobile networks) Project is becoming coordinated by the IMDEA Networks Institute and is becoming carried out from January 2021 to December 2023. It is becoming funded by the European Union’s H2020-ICT-2020-two simply call for information and conversation technologies.
This study consortium is comprised of researchers from the UC3M, as effectively as other establishments, these kinds of as the IMEC (Belgium), the University of Malaga (Spain), the Delft University of Technological innovation (The Netherlands), and vital contributors from the field, these kinds of as environment-top producers, these kinds of as NEC Laboratories Europe GmbH (Germany) and Nokia Bell Labs (Belgium), top operators these kinds of as OTE (Greece) and Telefónica I+D (Spain), as effectively as ground breaking SMEs these kinds of as ADLINK Technological innovation (France), Software package Radio Units (Eire) and WINGS ICT (Greece).
Supply: Universidad Carlos III de Madrid
