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    002
    Publications
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    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

    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

    2019

    A Machine Learning Based Quality of Service Estimator for Aerial Wireless Networks

    Authors
    Almeida, EN; Fernandes, K; Andrade, F; Silva, P; Campos, R; Ricardo, M;

    Publication
    2019 INTERNATIONAL CONFERENCE ON WIRELESS AND MOBILE COMPUTING, NETWORKING AND COMMUNICATIONS (WIMOB)

    Abstract

    2019

    A Routing Metric for Inter-flow Interference-aware Flying Multi-hop Networks

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

    Publication
    2019 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC)

    Abstract

    2018

    Traffic-aware multi-tier flying network: Network planning for throughput improvement

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

    Publication
    2018 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC)

    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

    2018

    Airport Slot Allocation Processes. A heuristic approach

    Author
    Rafael Filipe dos Santos

    Institution
    UP-FEUP

    View all Supervised Theses