Dr Jernej Hribar, CONNECT Research Fellow at Trinity College Dublin, and Dr Andrea Bonfante came third out of 1600 participants in the ITU (International Telecommunication Union ) AI for Good: Al Machine Learning in 5G Challenge.
They competed in a challenge entitled “Federated Learning for Spatial Reuse in a multi-BSS (Basic Service Set) scenario”, one of sixteen open challenges specified by ITU to explore how to make the best use of AI/ML in future networks. Their solution can improve Wi-Fi network throughput while also protecting user data.
Their Grand Challenge Finale presentation can be found here:
The project can also be accessed on GitHub here.
This work will contribute to a journal paper in the next ITU journal.
CONNECT is the world leading Science Foundation Ireland Research Centre for Future Networks and Communications. CONNECT is funded under the Science Foundation Ireland Research Centres Programme and is co-funded under the European Regional Development Fund. We engage with over 35 companies including large multinationals, SMEs and start-ups. CONNECT brings together world-class expertise from ten Irish academic institutes to create a one-stop-shop for telecommunications research, development and innovation.