The European 6G flagship project Hexa-X has the objective to conduct exploratory research on the next generation of mobile networks with the intention to connect human, physical and digital worlds with a fabric of technology enablers. Within this scope, one of the main research challenges is the ambition for beyond 5G (B5G)/6G systems to support, enhance and enable real-time trustworthy control by transforming Artificial Intelligence (AI) / Machine Learning (ML) technologies into a vital and trusted tool for large-scale deployment of interconnected intelligence available to the wider society. Hence, thestudy and development of concepts and solutions enabling AI-driven communication and computationco-design for a B5G /6G communication system is required. This paper focuses on describing the possibilities that emerge with the application of AI/ML mechanisms to 6G networks, identifying the resulting challenges and proposing some potential solution approaches.
Pervasive artificial intelligence in next generation wireless: The Hexa-X project perspective / Filippou, M., Lamprousi, V., Mohammadi, J., Merluzzi, M., Ustundag Soykan, E., Borsos, T., Rajatheva, N., Rajapaksha, N., Le Magoarou, L., Piscione, P., Benczur, A., Lampin, Q., Larue, G., Korpi, D., Ducange, P., Renda, A., Farhadi, H., Haraldson, J., Gomes Baltar, L., Calvanese Strinati, E., et al.. - ELETTRONICO. - 3189:(2022), pp. 1-9. (First International Workshop on Artificial Intelligence in Beyond 5G and 6G Wireless Networks (AI6G 2022) Padova 18/07/2023 - 23/07/2023) [10.5281/zenodo.7024514].
Pervasive artificial intelligence in next generation wireless: The Hexa-X project perspective
Alessandro Renda;
2022-01-01
Abstract
The European 6G flagship project Hexa-X has the objective to conduct exploratory research on the next generation of mobile networks with the intention to connect human, physical and digital worlds with a fabric of technology enablers. Within this scope, one of the main research challenges is the ambition for beyond 5G (B5G)/6G systems to support, enhance and enable real-time trustworthy control by transforming Artificial Intelligence (AI) / Machine Learning (ML) technologies into a vital and trusted tool for large-scale deployment of interconnected intelligence available to the wider society. Hence, thestudy and development of concepts and solutions enabling AI-driven communication and computationco-design for a B5G /6G communication system is required. This paper focuses on describing the possibilities that emerge with the application of AI/ML mechanisms to 6G networks, identifying the resulting challenges and proposing some potential solution approaches.| File | Dimensione | Formato | |
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