Descrizione del progetto
Integrare l’intelligenza artificiale nei sistemi di comunicazione 5G
L’intelligenza artificiale (IA) può combinarsi con i sistemi di comunicazione 5G per l’uso intelligente dei dati e la gestione automatica della rete. A tal fine, i ricercatori specializzati devono adattare i sistemi di comunicazione 5G a cambiamenti in modelli di traffico, rischi per la sicurezza e condotta degli utenti, per strutture wireless avanzate più sicure e affidabili. Il progetto MOTOR5G, finanziato dall’UE, mira a inserire l’IA nei sistemi di comunicazione 5G. Esso studierà l’uso della tecnologia basata su droni per migliorare le tecniche multi-antenna e di inoltro dei dati, nonché l’impiego dell’IA per tecniche di formazione del fascio digitali innovative e adattive in un sistema realistico di antenne. Inoltre, il progetto esaminerà pratiche commerciali avanzate per supportare una loro applicazione redditizia oltre agli ecosistemi 5G.
Obiettivo
The main objective of the project MOTOR5G is to motivate and skill competitive young researchers through involvement and engagement in a variety of research activities enabling them to work on real-life technical issues, across multiple European countries and organizations, and providing a strong networking opportunity through participation as speakers in conference and workshop events and through engagement with industry and other stakeholders (e.g. standardization). We also want to provide them with communications skills, the ability to work in groups and an understanding of the integrity and ethics in research.
The project focus is on embedding artificial intelligence into 5G communication systems for the smarter use of network-generated data, the automated enabling of network operators and service providers to adapt to changes in traffic patterns, security risks and user behavior and thus paving the way towards safe and reliable next-generation wireless ecosystems.
The project considers aspects such as use of drone-based technology for enhanced multi-antenna and data forwarding techniques, use of artificial intelligence for novel adaptive digital beamforming techniques applied on realistic antenna arrays; communications in the millimetre-wave bands, blockchain-based approach to spectrum management and sharing, use of machine learning for enhanced quality of experience, and would in parallel focus on novel business models to sustain profitable operation of beyond 5G ecosystems.
The research team would comprise young researches supervised by committed experts from the industry and academia to advance the state of the art in the above areas. Three demonstration scenarios have been planned: localization, drone-based communications, and combined 5G-based video production and video distribution network in a stadium.
Campo scientifico
- engineering and technologyelectrical engineering, electronic engineering, information engineeringinformation engineeringtelecommunicationstelecommunications networksmobile network5G
- social scienceseconomics and businessbusiness and managementbusiness models
- natural sciencescomputer and information sciencesartificial intelligencemachine learning
Parole chiave
Programma(i)
Argomento(i)
Meccanismo di finanziamento
MSCA-ITN - Marie Skłodowska-Curie Innovative Training Networks (ITN)Coordinatore
8000 Aarhus C
Danimarca