Getting Started

Welcome to the documentation for the Digital Twin of a 5G Network developed as part of a bachelor thesis at the Slovak University of Technology. This section will guide you through setting up, running, and extending the digital twin environment.

Overview

This project simulates and analyzes 5G network behavior by integrating the following components:

• Open5GS – a full 5G core implementation.

• UERANSIM – emulation of multiple UE and gNBs.

• Prometheus & Grafana – monitoring and visualization.

• LSTM models – classification of network behavior using deep learning.

• Sphinx documentation – modular API docs.

Prerequisites

Before running the project, ensure you have:

• Docker & Docker Compose

• Python 3.9+ and venv

• Git

• At least 16 GB RAM (recommended for full stack simulation)