Advancing the Future of Integrated 5G-Satellite Networks: A Practical Framework for Performance Evaluation, Dataset Generation, and AI-Driven Approaches

Najmeh Alibabaie, Antonello Calabrò, Pietro Cassarà, Alberto Gotta, Eda Marchetti

2025

Abstract

This paper introduces a framework for Satellite, Terrestrial Integrated Network (STIN), a modular and joint simulation tool for simulating and evaluating integrated terrestrial and non-terrestrial communication systems. The framework comprises various modules designed to model real-world environments, compute and analyze constellation features, and perform channel modeling. Through the seamless integration of these components, the STIN framework enables users to assess the performance of satellite constellations under diverse conditions and select optimal configurations for enhanced coverage and communication efficiency. The paper discusses the methodology and workflow of the framework and a preliminary implementation, suggesting avenues for obtaining communication datasets to support AI-driven approaches.

Paper Citation

in Harvard Style

Alibabaie N., Calabrò A., Cassarà P., Gotta A. and Marchetti E. (2025). Advancing the Future of Integrated 5G-Satellite Networks: A Practical Framework for Performance Evaluation, Dataset Generation, and AI-Driven Approaches. In Proceedings of the 15th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH; ISBN 978-989-758-759-7, SciTePress, pages 312-319. DOI: 10.5220/0013564400003970

in Bibtex Style

@conference{simultech25,
author={Najmeh Alibabaie and Antonello Calabrò and Pietro Cassarà and Alberto Gotta and Eda Marchetti},
title={Advancing the Future of Integrated 5G-Satellite Networks: A Practical Framework for Performance Evaluation, Dataset Generation, and AI-Driven Approaches},
booktitle={Proceedings of the 15th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH},
year={2025},
pages={312-319},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013564400003970},
isbn={978-989-758-759-7},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 15th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH
TI - Advancing the Future of Integrated 5G-Satellite Networks: A Practical Framework for Performance Evaluation, Dataset Generation, and AI-Driven Approaches
SN - 978-989-758-759-7
AU - Alibabaie N.
AU - Calabrò A.
AU - Cassarà P.
AU - Gotta A.
AU - Marchetti E.
PY - 2025
SP - 312
EP - 319
DO - 10.5220/0013564400003970
PB - SciTePress