On the Interplay of Artificial Intelligence and Space-Air-Ground Integrated Networks: A Survey

A Bakambekova, N Kouzayha, T Al-Naffouri - arXiv preprint arXiv …, 2024 - arxiv.org
Space-Air-Ground Integrated Networks (SAGINs), which incorporate space and aerial
networks with terrestrial wireless systems, are vital enablers of the emerging sixth …

AI-Enabled Deployment Automation for 6G Space-Air-Ground Integrated Networks: Challenges, Design, and Outlook

S Wu, N Chen, A Xiao, H Jia, C Jiang, P Zhang - IEEE Network, 2024 - ieeexplore.ieee.org
Combined with artificial intelligence (AI) technology, Space-Air-Ground Integrated Networks
(SAGINs) play a crucial role in realizing the 6G vision of self-awareness, ubiquitous …

A Survey on Machine Learning for Space-Air-Ground Integrated Network: Key Technologies and Challenges

J Seo, Y Kim, D Kim, H Jung - 2024 International Conference …, 2024 - ieeexplore.ieee.org
In the realm of advanced mobile communications, the integration of space, air, and ground
networks, referred to as space-air-ground integrated network (SAGIN), is expected to be an …

Optimizing space-air-ground integrated networks by artificial intelligence

N Kato, ZM Fadlullah, F Tang, B Mao… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
It is widely acknowledged that the development of traditional terrestrial communication
technologies cannot provide all users with fair and high quality services due to scarce …

Revolutionizing future connectivity: A contemporary survey on AI-empowered satellite-based non-terrestrial networks in 6G

S Mahboob, L Liu - IEEE Communications Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Non-Terrestrial Networks (NTN) are expected to be a critical component of 6th Generation
(6G) networks, providing ubiquitous, continuous, and scalable services. Satellites emerge as …

[HTML][HTML] A review on 6G for space-air-ground integrated network: Key enablers, open challenges, and future direction

PP Ray - Journal of King Saud University-Computer and …, 2022 - Elsevier
Abstract Space-air-ground integrated network (SAGIN) is still in nascent stage of design.
Despite of several key insights onto the augmentation of terrestrial, aerial and satellite …

A multi-layer architecture for space-air-ground network and IoT services

F Qi, G Mang, S Zhang, L Liu - 2021 International Wireless …, 2021 - ieeexplore.ieee.org
In order to meet the long-term requirements of global comprehensive three-dimensional
coverage and access anytime, anywhere in the future, the space-air-ground integrated …

Space-air-ground integrated network (sagin): A survey

J Chen, H Zhang, Z Xie - arXiv preprint arXiv:2307.14697, 2023 - arxiv.org
Since existing mobile communication networks may not be able to meet the low latency and
high-efficiency requirements of emerging technologies and applications, novel network …

Cybertwin-enabled 6G space-air-ground integrated networks: Architecture, open issue, and challenges

Z Yin, TH Luan, N Cheng, Y Hui, W Wang - arXiv preprint arXiv …, 2022 - arxiv.org
Space-air-ground integrated network (SAGIN) is considered as a core requirement in
emerging 6G networks, which integrates the terrestrial and non-terrestrial networks to reach …

Space-aerial-ground-sea integrated networks: Resource optimization and challenges in 6G

S Sharif, S Zeadally, W Ejaz - Journal of Network and Computer …, 2023 - Elsevier
Abstract Space–air–ground–sea integrated (SAGSI) networks are envisioned to connect
satellite, aerial, ground, and sea networks to provide connectivity everywhere and all the …