173 citations · 284 across the 19 of their papers we have counts for
3 papers · 1 filter
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi
Francesc Wilhelmi, Boris Bellalta, Szymon Szott +2
Multi-Access Point Coordination (MAPC) and Artificial Intelligence and Machine Learning (AI/ML) are expected to be key features in future Wi-Fi, such as the forthcoming IEEE 802.11…
Towards an AI/ML-defined Radio for Wi-Fi: Overview, Challenges, and Roadmap
Boris Bellalta, Katarzyna Kosek-Szott, Szymon Szott +1
Will AI/ML-defined radios become a reality in the near future? In this paper, we introduce the concept of an AI/ML-defined radio - a radio architecture specifically designed to sup…
Machine Learning & Wi-Fi: Unveiling the Path Towards AI/ML-Native IEEE 802.11 Networks
Francesc Wilhelmi, Szymon Szott, Katarzyna Kosek-Szott +1
Artificial intelligence (AI) and machine learning (ML) are nowadays mature technologies considered essential for driving the evolution of future communications systems. Simultaneou…