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002
Publications

2022

Machine Learning Based Propagation Loss Module for Enabling Digital Twins of Wireless Networks in ns-3

Authors
Almeida, EN; Rushad, M; Kota, SR; Nambiar, A; Harti, HL; Gupta, C; Waseem, D; Santos, G; Fontes, H; Campos, R; Tahiliani, MP;

Publication
WNS3 2022: 2022 Workshop on ns-3, Virtual Event, USA, June 22 - 23, 2022

Abstract

2022

Traffic-Aware UAV Placement Using a Generalizable Deep Reinforcement Learning Methodology

Authors
Almeida, EN; Campos, R; Ricardo, M;

Publication
IEEE Symposium on Computers and Communications, ISCC 2022, Rhodes, Greece, June 30 - July 3, 2022

Abstract

2022

Wi-Fi Rate Adaptation using a Simple Deep Reinforcement Learning Approach

Authors
Queirós, R; Almeida, EN; Fontes, H; Ruela, J; Campos, R;

Publication
IEEE Symposium on Computers and Communications, ISCC 2022, Rhodes, Greece, June 30 - July 3, 2022

Abstract

2022

ResponDrone - A Situation Awareness Platform for First Responders

Authors
Friedrich, M; Lieb, TJ; Temme, A; Almeida, EN; Coelho, A; Fontes, H;

Publication
AIAA/IEEE Digital Avionics Systems Conference - Proceedings

Abstract

2021

Joint Traffic-Aware UAV Placement and Predictive Routing for Aerial Networks

Authors
Almeida, EN; Coelho, A; Ruela, J; Campos, R; Ricardo, M;

Publication
AD HOC NETWORKS

Abstract

Supervised
thesis

2021

Trace-based ns3-gym Reinforcement Learning Environment Framework for Wireless Networks

Author
Gonçalo Regueiras dos Santos

Institution
UP-FEUP

2020

Trace-based ns3-gym Reinforcement Learning Environment Framework for Wireless Networks

Author
Gonçalo Regueiras dos Santos

Institution
UP-FEUP

2019

Using Machine Learning to Improve Performance of Flying Networks

Author
Baltasar de Vasconcelos Dias Aroso

Institution
UP-FEUP