32 citations · 59 across the 8 of their papers we have counts for
3 papers · 1 filter
Machine Learning Based Propagation Loss Module for Enabling Digital Twins of Wireless Networks in ns-3
Eduardo Nuno Almeida, Mohammed Rushad, Sumanth Reddy Kota +8
The creation of digital twins of experimental testbeds allows the validation of novel wireless networking solutions and the evaluation of their performance in realistic conditions,…
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…