Descripción del proyecto
La integración de la inteligencia artificial en los sistemas de comunicación 5G
La unión de la inteligencia artificial (IA) y los sistemas de comunicación 5G puede resultar en un uso inteligente de los datos y en una gestión automatizada de las redes. Para lograrlo —y a fin de obtener estructuras inalámbricas más seguras, fiables y avanzadas—, es necesario que los especialistas adapten los sistemas 5G a los cambios en los modelos de tráfico, los riesgos de seguridad y las conductas de los usuarios. El proyecto MOTOR5G, financiado con fondos europeos, tiene el objetivo de introducir la IA en los sistemas de comunicación 5G. Los investigadores analizarán el uso de tecnologías con drones para mejorar las técnicas multiantena y de envío de datos, así como el uso de la IA en la obtención de tecnologías innovadoras y adaptables para la formación de haces digitales en redes de antenas reales. El proyecto también examinará patrones comerciales avanzados para poder emplear la aplicación en otros entornos ajenos a los ecosistemas 5G.
Objetivo
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.
Ámbito científico
- 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
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Programa(s)
Régimen de financiación
MSCA-ITN - Marie Skłodowska-Curie Innovative Training Networks (ITN)Coordinador
8000 Aarhus C
Dinamarca