98 citations · 127 across the 10 of their papers we have counts for
3 papers · 1 filter
Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks
Francesc Wilhelmi, Marc Carrascosa, Cristina Cano +3
Without any doubt, Machine Learning (ML) will be an important driver of future communications due to its foreseen performance when applied to complex problems. However, the applica…
A Flexible Machine Learning-Aware Architecture for Future WLANs
Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta +3
Lots of hopes have been placed on Machine Learning (ML) as a key enabler of future wireless networks. By taking advantage of large volumes of data, ML is expected to deal with the…
Potential and Pitfalls of Multi-Armed Bandits for Decentralized Spatial Reuse in WLANs
Francesc Wilhelmi, Sergio Barrachina-Muñoz, Cristina Cano +3
Spatial Reuse (SR) has recently gained attention to maximize the performance of IEEE 802.11 Wireless Local Area Networks (WLANs). Decentralized mechanisms are expected to be key in…