32 citations · 71 across the 24 of their papers we have counts for
3 papers · 1 filter
Traffic-Aware UAV Placement Using a Generalizable Deep Reinforcement Learning Methodology
Eduardo Nuno Almeida, Rui Campos, Manuel Ricardo
Unmanned Aerial Vehicles (UAVs) acting as Flying Access Points (FAPs) are being used to provide on-demand wireless connectivity in extreme scenarios. Despite ongoing research, the…
Wi-Fi Rate Adaptation using a Simple Deep Reinforcement Learning Approach
Ruben Queiros, Eduardo Nuno Almeida, Helder Fontes +2
The increasing complexity of recent Wi-Fi amendments is making optimal Rate Adaptation (RA) a challenge. The use of classic algorithms or heuristic models to address RA is becoming…
Traffic-aware Gateway Placement and Queue Management in Flying Networks
André Coelho, Rui Campos, Manuel Ricardo
Unmanned Aerial Vehicles (UAVs) have emerged as adequate platforms to carry communications nodes, including Wi-Fi Access Points and cellular Base Stations. This has led to the conc…