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 …

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 …

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 …

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 …

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) for 6G: Requirements, architecture and challenges

H Cui, J Zhang, Y Geng, Z Xiao, T Sun… - China …, 2022 - ieeexplore.ieee.org
As the fifth-generation (5G) mobile communication network may not meet the requirements
of emerging technologies and applications, including ubiquitous coverage, industrial …

AI in SAGIN: Building deep learning service-oriented space-air-ground integrated networks

H Li, K Ota, M Dong - IEEE Network, 2022 - ieeexplore.ieee.org
In next-generation mobile communications, space-air-ground integrated networks (SAGINs)
is an emerging infrastructure in future wireless access networks. Since artificial intelligence …

Generative AI for space-air-ground integrated networks (sagin)

R Zhang, H Du, D Niyato, J Kang, Z Xiong… - arXiv preprint arXiv …, 2023 - arxiv.org
Recently, generative AI technologies have emerged as a significant advancement in artificial
intelligence field, renowned for their language and image generation capabilities. Meantime …

Space-air-ground integrated network driven by 6G technology

P Lin, L Liu, X Meng, M Kadoch - International Conference On Signal And …, 2021 - Springer
Abstract Still, the Space-Air-Ground Integrated Network (SAGIN) is not mature yet, in its
planning phases, making it unable to prevail in reality despite many important discoveries in …

[PDF][PDF] Space-Air-Ground Integrated Network with Native Intelligence (NI-SAGIN): Concept, Architecture, Access and Networking

Z Xiao, Q Wu, J Liu, N Zhang… - CHINA …, 2022 - scholar.archive.org
© China Communications Magazine Co., Ltd.· January 2022 iv for various services. Being
the new paradigm of service, immersive media (IM) has attracted users' attention for its …