ETD

Archivio digitale delle tesi discusse presso l’Università di Pisa

Tesi etd-11122024-120103

Tipo di tesi

Tesi di laurea magistrale

URN

etd-11122024-120103

Titolo

Federated Learning in Drone Networks with Digital Twin Modeling: A Simulation Study on Battery Usage

Dipartimento

INFORMATICA

Corso di studi

INFORMATICA E NETWORKING

Parole chiave

digital twin
Internet of Drones(IoD)
network
network simulator 3(ns-3)
simulator

Data inizio appello

29/11/2024

Consultabilità

Non consultabile

Data di rilascio

29/11/2027

Riassunto (Inglese)

Riassunto (Italiano)

Development of a Digital Twin model in C++ in the field of Internet of Drones. This work aims to simulate and evaluate the energy consumption of a Federated Learning task in energy constrained devices such as UAVs. The implementation of the code is done with the aid of the NS-3 C++ library.
Reasoning on the datas gathered are made by simulating real-life use cases where a swarm of drones need to complete a Federated Learning task.

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