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Authors: Najmeh Alibabaie ; Antonello Calabrò ; Pietro Cassarà ; Alberto Gotta and Eda Marchetti

Affiliation: CNR-ISTI, Via Moruzzi 1, Pisa, Italy

Keyword(s): Joint Simulation, Network Simulator, LEO Satellite Communications, Satellite-Terrestrial Integrated Networks, Ray Tracing, Back-Hauling.

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.

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Paper citation in several formats:
Alibabaie, N., Calabrò, A., Cassarà, P., Gotta, A., Marchetti and 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 - SIMULTECH; ISBN 978-989-758-759-7; ISSN 2184-2841, SciTePress, pages 312-319. DOI: 10.5220/0013564400003970

@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 - SIMULTECH},
year={2025},
pages={312-319},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013564400003970},
isbn={978-989-758-759-7},
issn={2184-2841},
}

TY - CONF

JO - Proceedings of the 15th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - 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
IS - 2184-2841
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