374 citations · 1.3k across the 75 of their papers we have counts for
94 papers
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…
Throughput Analysis of IEEE 802.11bn Coordinated Spatial Reuse
Francesc Wilhelmi, Lorenzo Galati-Giordano, Giovanni Geraci +3
Multi-Access Point Coordination (MAPC) is becoming the cornerstone of the IEEE 802.11bn amendment, alias Wi-Fi 8. Among the MAPC features, Coordinated Spatial Reuse (C-SR) stands a…
Multi-AP Coordinated Spatial Reuse for Wi-Fi 8: Group Creation and Scheduling
David Nunez, Malcom Smith, Boris Bellalta
Multi-Access Point Coordination (MAPC) will be a key feature in next generation Wi-Fi 8 networks. MAPC aims to improve the overall network performance by allowing Access Points (AP…
Wi-Fi Multi-Link Operation: An Experimental Study of Latency and Throughput
Marc Carrascosa, Giovanni Geraci, Edward Knightly +1
In this article, we investigate the real-world capability of the multi-link operation (MLO) framework -- one of the key MAC-layer features included in the IEEE 802.11be amendment -…
A Federated Reinforcement Learning Framework for Link Activation in Multi-link Wi-Fi Networks
Rashid Ali, Boris Bellalta
Next-generation Wi-Fi networks are looking forward to introducing new features like multi-link operation (MLO) to both achieve higher throughput and lower latency. However, given t…