Exploring the expansion of fifth-generation networks using non-terrestrial networks: a simulation study in a network simulator
Автор: А. Ю. Ларионов
Журнал: Космические аппараты и технологии.
Рубрика: Космические услуги
Статья в выпуске: 2, 2026 года.
Бесплатный доступ
В статье рассматривается интеграция сетей пятого поколения с неназемными сетями и анализируется возможность применения спутниковых технологий для расширения существующей телекоммуникационной инфраструктуры. Особое внимание уделено использованию миллиметровых волн, обеспечивающих высокую пропускную способность и низкую задержку, что позволяет создавать эффективные и высокоскоростные каналы связи. Работа описывает ключевые характеристики неназемных сетей, а также их потенциал для повышения качества обслуживания пользователей в сетях пятого и будущих поколений. Основное внимание уделено моделированию различных сценариев работы неназемных сетей с помощью симулятора с открытым исходным кодом Network Simulator 3 (NS-3), что позволяет тестировать новые сетевые концепции и протоколы без необходимости проведения дорогостоящих полевых испытаний. Полученные результаты демонстрируют, что интеграция сетей пятого поколения с неназемными сетями может значительно расширить покрытие, улучшить надежность и пропускную способность сетей пятого поколения.
Неназемная сеть, NTN, спутниковая связь, миллиметровый диапазон, моделирование сетей, пропускная способность
Короткий адрес: https://sciup.org/14138844
IDR: 14138844 | УДК: 621.396.41 | DOI: 10.26732/j.st.2026.2.07
Exploring the expansion of fifth-generation networks using non-terrestrial networks: a simulation study in a network simulator
The article examines the integration of fifth-generation networks with non-terrestrial networks and analyzes the possibility of using satellite technologies to expand the existing telecommunications infrastructure. Special attention is paid to the use of millimeter waves, which provide high bandwidth and low latency, which makes it possible to create efficient and high-speed communication channels. The paper describes the key characteristics of non-terrestrial networks, as well as their potential to improve the quality of user service in fifth- and future-generation networks. The main focus is on modeling various scenarios of non-terrestrial networks using the Network Simulator 3 (NS-3), open source simulator, which allows testing new network concepts and protocols without the need for expensive field trials. The results demonstrate that the integration of fifth-generation networks with non-terrestrial networks can significantly expand coverage and improve the reliability and throughput of fifth-generation networks.
Список литературы Exploring the expansion of fifth-generation networks using non-terrestrial networks: a simulation study in a network simulator
- 3GPP. Technical Specification Group Services and System Aspects; WG1 (SA1). Study on using Satellite Access in 5G: Technical Report 22.822; Release 16; SP-170702. – Sophia Antipolis: 3rd Generation Partnership Project, 2017–2018.
- Sun Y. et al. A survey of mmWave backscatter: Applications, platforms, and technologies // ACM Computing Surveys. 2025. vol. 57. no. 9. pp. 1–36.
- Mezzavilla M. et al. End-to-end simulation of 5G mmWave networks // IEEE Communications Surveys & Tutorials. 2018. vol. 20. no. 3. pp. 2237–2263.
- Vanelli-Coralli A. et al. 5G and beyond 5G non-terrestrial networks: Trends and research challenges //2020 IEEE 3rd 5G World Forum (5GWF). 2020. pp. 163–169.
- Xia X. 5G NTN: Standard Development, Key Technologies and Future Considerations // 2024 IEEE/CIC International Conference on Communications in China (ICCC). 2024. pp. 236–241.
- Lacava A. et al. ns-o-ran: Simulating o-ran 5g systems in NS-3 // Proceedings of the 2023 Workshop on NS-3. 2023. pp. 35–44.
- Larionov A. Yu., Karanova E. E. Methodology for analyzing the performance of 5G-NR networks during initial planning without deployment using the NS-3 network simulator // 2024 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM). 2024. pp. 1141–1145.
- Larionov A. Yu., Karanova E. E. Approach for Analyzing the Performance of 5G Networks During the Initial Planning Phase Without Deployment Using the NS-3 Network Simulator // 2025 International Russian Smart Industry Conference (SmartIndustryCon). 2025. pp. 466–471.
- Yan Y. et al. A Wireless and Power Grid Converged Network Simulator with Hybrid Energy Sources // 2025 IEEE/CIC International Conference on Communications in China (ICCC). 2025. pp. 1–6.
- 3GPP. Technical Specification Group Radio Access Network; WG2 (RAN 2); Solutions for NR to support non-terrestrial networks (NTN): RP-222556, RP-221745, RP-230115; Release 17. – Sophia Antipolis: 3rd Generation Partnership Project, 2019–2023.
- Rafique W. et al. A survey on beyond 5g network slicing for smart cities applications // IEEE Communications Surveys & Tutorials. 2024. vol. 27. no. 1. pp. 595–628.
- Sohaib R. M. et al. Intelligent resource management for eMBB and URLLC in 5G and beyond wireless networks // IEEE Access. 2023. vol. 11. pp. 65205–65221.
- Kovtun V. et al. The quality of service assessment of eMBB and mMTC traffic in a clustered 5G ecosystem of a smart factory // Egyptian Informatics Journal. 2025. vol. 29. P. 100598.
- Haque M. E. et al. A Comprehensive Survey of 5G URLLC and Challenges in the 6G Era // arXiv preprint arXiv:2508.20205. 2025.
- Hosseinian M. et al. Review of 5G NTN standards development and technical challenges for satellite integration with the 5G network //IEEE Aerospace and Electronic Systems Magazine. 2021. vol. 36. no. 8. pp. 22–31.
- Bogatyrev V. A., Bogatyrev S. V., Bogatyrev A. V. Control of Multipath Transmissions in the Nodes of Switching Segments of Reserved Paths // 2022 International Conference on Information, Control, and Communication Technologies (ICCT). 2022. pp. 1–5.
- Fan L. et al. 4D mmWave radar for autonomous driving perception: A comprehensive survey // IEEE Transactions on Intelligent Vehicles. 2024. vol. 9. no. 4. pp. 4606–4620.
- Batista A. P. et al. A methodology for estimating radiofrequency signal attenuation from rainfall and atmospheric gases in 5G-and-beyond networks // IET Networks. 2025. vol. 14. no. 1. P. e70000.
- Kassam J. et al. A review on cell-free massive MIMO systems // Electronics. 2023. vol. 12. no. 4. P. 1001.
- Гришенцев А. Ю. Метод пространственного мультиплексирования в многоантенных системах связи // Научно-технический вестник информационных технологий, механики и оптики. 2023. vol. 23. no. 4. pp. 812–819.
- Low Z. N. et al. Pulse detection algorithm for line-of-sight (LOS) UWB ranging applications // IEEE Antennas and Wireless Propagation Letters. 2005. vol. 4. pp. 63–67.
- Wang F., Tang H., Chen J. Survey on NLOS identification and error mitigation for UWB indoor positioning // Electronics. 2023. vol. 12. no. 7. pp. 1678.
- Вишневский В. М. и др. Оценка характеристик производительности беспроводной сети на базе привязных БПЛА // Проблемы информатики. 2025. no. 1 (66). pp. 60–77.
- Гриц В. И. Обзор методов и средств измерения коэффициента усиления и коэффициента эллиптичности антенн космических аппаратов // Космические аппараты и технологии. 2023. vol. 7. no. 4. pp. 259–267.
- Ehile I. E., Muratov A., Kizilirmak R. C. LTP Performance Evaluation Based on PHY Characteristics for Earth-Moon Satellite Links // 2024 IEEE 10th Information Technology International Seminar (ITIS). 2024. pp. 205–208.
- Butt M. M. et al. Ambient IoT: A missing link in 3GPP IoT devices landscape // IEEE Internet of Things magazine. 2024. vol. 7. no. 2. pp. 85–92.
- Wang R. et al. Analyzing Localizability of LEO/MEO Hybrid Networks: A Stochastic Geometry Approach // IEEE Transactions on Aerospace and Electronic Systems. 2025.
- Ballard M., Song G., Zhu T. Satellite Cybersecurity Across Orbital Altitudes: Analyzing Ground-Based Threats to LEO, MEO, and GEO // arXiv preprint arXiv:2512.21367. 2025.
- Emenonye D. R., Dhillon H. S., Buehrer R. M. Geolocation with Large LEO Constellations: Insights from Fisher Information // arXiv preprint arXiv:2502.06083. 2025.
- Farajzadeh A., Yadav A., Yanikomeroglu H. Federated Learning in NTN: Design, Architecture, and Challenges // IEEE Communications Magazine. 2025. vol. 63. no. 6. pp. 26–33.
- 3GPP. Technical Specification Group Services and System Aspects; WG2 (SA2). Study on Integration of Satellite Components in the 5G Architecture; Phase 3: Technical Report 23.700–29; Release 19; SP-231199; SA#101. – Sophia Antipolis: 3rd Generation Partnership Project, 2023–2024.
- 3GPP. Release 17 Description; Summary of Rel-17 Work Items: TR 21.917; Release 17. – Sophia Antipolis, 2022.