Theses - INESC TEC

Supervised
thesis

Supervised thesis by Hélder Martins Fontes

A Machine Learning-aided Wireless Network Digital Twin using Multimodal Input Data

Author Ricardo Jorge Espirito Santo Trancoso

Degree MSc

Year 2023

Reinforcement Learning-Based Positioning Algorithm for Relay Nodes in Aerial Networks

Author Gabriella Fernandes Pantaleão

Degree MSc

Year 2023

Reinforcement Learning-Based Positioning Algorithm for Relay Nodes in Aerial Networks

Author Gabriella Fernandes Pantaleão

Degree MSc

Year 2023

Data-driven Traffic Generation Model for Network Digital Twins

Author Catarina Mouro de Sousa

Degree MSc

Year 2023

On the Impact of Computational Delays in RL-based Rate Adaptation Algorithms

Author João Paulo Ferreira Pinto

Degree MSc

Year 2023

Digital Twin of Reconfigurable Printed IoT Nodes using ns-3

Author Tiago da Silva Ribeiro

Degree MSc

Year 2023

Robotic System for Reproducible UAV-like Networking Experimentation in Anechoic Chambers

Author Miguel Augusto Marombal Araújo

Degree MSc

Year 2023

Smart Aerial Networks using Machine Learning for Cross-Layer Optimization

Author Rúben Miguel Rei Queirós

Degree MSc

Year 2023

Utilização de Reinforcement Learning para otimização de ligações Wi-Fi no contexto de redes voadoras

Author Gabriella Fernandes Pantaleão

Degree MSc

Year 2022

On the Performance Impact of Computational Delays of RL-Based Networking Algorithms through Improved ns-3 Digital Twins

Author João Paulo Ferreira Pinto

Degree MSc

Year 2022

Data-driven Traffic Generation Model for Digital Twins of Wireless Networks

Author Catarina Mouro de Sousa

Degree MSc

Year 2022

Rate Adaptation Algorithm using Reinforcement Learning for Delay Minimisation in a Wi-Fi Link

Author José Manuel de Sousa Magalhães

Degree MSc

Year 2022