activity
20212024
most citedRate Adaptation Aware Positioning for Flying Gateways using Reinforcement Learning

1 citations · 1 across the 6 of their papers we have counts for

collaborators

6 papers

cs.NI2024

Vision-Radio Experimental Infrastructure Architecture Towards 6G

Filipe B. Teixeira, Manuel Ricardo, André Coelho +7

Telecommunications and computer vision have evolved separately so far. Yet, with the shift to sub-terahertz (sub-THz) and terahertz (THz) radio communications, there is an opportun…

cs.NI20231 cited

Rate Adaptation Aware Positioning for Flying Gateways using Reinforcement Learning

Gabriella Pantaleão, Rúben Queirós, Hélder Fontes +1

With the growing connectivity demands, Unmanned Aerial Vehicles (UAVs) have emerged as a prominent component in the deployment of Next Generation On-demand Wireless Networks. Howev…

cs.NI2023

RateRL: A Framework for Developing RL-Based Rate Adaptation Algorithms in ns-3

Ruben Queiros, Luis Ferreira, Helder Fontes +1

The increasing complexity of recent Wi-Fi amendments is making the use of traditional algorithms and heuristics unfeasible to address the Rate Adaptation (RA) problem. This is due…

cs.NI2023

Trajectory-Aware Rate Adaptation for Flying Networks

Ruben Queiros, Jose Ruela, Helder Fontes +1

Despite the trend towards ubiquitous wireless connectivity, there are scenarios where the communications infrastructure is damaged and wireless coverage is insufficient or does not…

cs.NI2023

On the Analysis of Computational Delays in Reinforcement Learning-based Rate Adaptation Algorithms

Ricardo Trancoso, Ruben Queiros, Helder Fontes +1

Several research works have applied Reinforcement Learning (RL) algorithms to solve the Rate Adaptation (RA) problem in Wi-Fi networks. The dynamic nature of the radio link require…

cs.NI2021

Placement and Allocation of Communications Resources in Slicing-aware Flying Networks

André Coelho, Helder Fontes, Rui Campos +1

Network slicing emerged in 5G networks as a key component to enable the use of multiple services with different performance requirements on top of a shared physical network infrast…