Artificial intelligence for satellite communication and non-terrestrial networks: A survey

G Fontanesi, F Ortíz, E Lagunas, VM Baeza… - arxiv preprint arxiv …, 2023 - arxiv.org
This paper surveys the application and development of Artificial Intelligence (AI) in Satellite
Communication (SatCom) and Non-Terrestrial Networks (NTN). We first present a …

Shortest path in LEO satellite constellation networks: An explicit analytic approach

Q Chen, L Yang, Y Zhao, Y Wang… - IEEE Journal on …, 2024 - ieeexplore.ieee.org
The Shortest Distance Path (SDP) problem is a critical routing issue in communication
networks, particularly in satellite networks. Typically, SDP is solved by graph-based iterative …

Artificial Intelligence for Satellite Communication: A Survey

G Fontanesi, F Ortíz, E Lagunas… - … Surveys & Tutorials, 2025 - ieeexplore.ieee.org
This paper provides a comprehensive survey on the application and development of
Artificial Intelligence (AI) and Machine Learning (ML) in satellite communication (SATCOM) …

On-demand routing in leo mega-constellations with dynamic laser inter-satellite links

D Bhattacharjee, PG Madoery… - … on Aerospace and …, 2024 - ieeexplore.ieee.org
Low-Earth-orbit (LEO) satellite mega-constellations are beginning to include laser inter-
satellite links (LISLs) to extend the Internet to the most remote locations on Earth. Since the …

Distributed Satellite-Terrestrial Cooperative Routing Strategy Based on Minimum Hop-Count Analysis in Mega LEO Satellite Constellation

Y Sun, M Peng - IEEE Transactions on Mobile Computing, 2024 - ieeexplore.ieee.org
Mega low earth orbit (LEO) satellite constellation is promising in achieving global coverage
with high capacity. However, forwarding packets in mega constellation faces long end-to …

Modeling and analysis of cascading failures in LEO satellite networks

L Zhang, Y Du, Z Sun - IEEE Transactions on Network Science …, 2023 - ieeexplore.ieee.org
LEO satellite networks are prone to trigger cascading failures and cause global network
outage after being cyber attacked. This article introduces the cascading failure theory into …

Low-Latency Live Video Streaming over a Low-Earth-Orbit Satellite Network with DASH

J Zhao, J Pan - Proceedings of the 15th ACM Multimedia Systems …, 2024 - dl.acm.org
In light of Starlink's recent rapid growth in constructing a global low-Earth-orbit satellite
constellation and offering high-speed, low-latency Internet services, the implications of …

LEO mega-constellations routing algorithm based on area segmentation

R Li, J Zhang, S Zheng, K Wang… - 2023 IEEE Wireless …, 2023 - ieeexplore.ieee.org
Low earth orbit (LEO) mega-constellations in future 6G have attracted the attention from both
academia and industry. However, due to the high dynamic characteristic of the LEO satellite …

Analyzing the robustness of LEO satellite networks based on two different attacks and load distribution methods

S Li, C Zhang, C Zhao, C **a - Chaos: An Interdisciplinary Journal of …, 2024 - pubs.aip.org
Low earth orbit (LEO) satellite constellations have emerged as a promising architecture
integrated with ground networks, which can offer high-speed Internet services to global …

[HTML][HTML] Load-balancing routing for leo satellite network with distributed hops-based back-pressure strategy

C Han, W **ong, R Yu - Sensors, 2023 - mdpi.com
With the expansion of user scale in LEO satellite networks, unbalanced regional load and
bursty network traffic lead to the problem of load disequilibrium. A distributed hops-based …