Federated learning for intelligent transmission with space-air-ground integrated network toward 6G

F Tang, C Wen, X Chen, N Kato - IEEE Network, 2022 - ieeexplore.ieee.org
… from terrestrial area to global and full space [3]. … of space, air, and ground network; users
with diverse full space usage … For example, the space connections relayed by low earth orbit …

Optimizing space-air-ground integrated networks by artificial intelligence

N Kato, ZM Fadlullah, F Tang, B Mao… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
… to transmit the packets via the space segment, they will first upload the packets to the
UAVs. The total number of ground nodes are 3,200 and they are evenly distributed. Due to the …

Research on Intelligent Transmission of Space-Based Information

T Guan, R Lv, G Ye, W Huang, X Ma, R Lu - Wireless and Satellite …, 2021 - Springer
… studies an intelligent transmission strategy of space-based … of data transmission by combining
the transmission subsystems … .) to form an integrated intelligent transmission system. In the …

Toward data collection and transmission in 6G spaceair–ground integrated networks: Cooperative HAP and LEO satellite schemes

Z Jia, M Sheng, J Li, Z Han - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
… 1) We design a SAGIN model toward remote area users’ data collection and transmission,
by cooperating LEO satellites in the space, HAPs in the air, ground stations, and the DPC. The …

Coded storage-and-computation: A new paradigm to enhancing intelligent services in space-air-ground integrated networks

S Gu, Q Zhang, W Xiang - IEEE Wireless Communications, 2020 - ieeexplore.ieee.org
Space-air-ground integrated networks (SAGINs) provide global information sharing, large-scale
coverage, and ubiquitous collaboration architecture, and alleviate the pressure of rapid …

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
… of the space-air platform results in significant Doppler shift. Air interface of the space-air … the
characteristics of the space-air network, such as strong mobility, long transmission delay, and …

Antenna array enabled space/air/ground communications and networking for 6G

Z Xiao, Z Han, A Nallanathan, OA Dobre… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
… the antenna array enabled space/air/ground communication networks. For instance, the
high-dynamic feature of space/air/ground platforms and the directional transmission feature of …

Task-oriented intelligent networking architecture for the spaceair–ground–aqua integrated network

J Liu, X Du, J Cui, M Pan, D Wei - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Air-based sub-network: This is a mobile network com… air balloons, etc., providing opportunistic
data transmission services. Among them, the high-altitude platform (HAP) is a common air

Bridging the urban-rural connectivity gap through intelligent space, air, and ground networks

F Fourati, SH Alsamhi, MS Alouini - arXiv preprint arXiv:2202.12683, 2022 - arxiv.org
… Therefore, space, air, and ground networks should all be … artificial intelligence (AI) techniques
for improving space, air, … intelligent communications and can integrate space, air, and …

Intelligent drone-assisted fault diagnosis for B5G-enabled space-air-ground-space networks

X Wang, H Lin, H Zhang, D Miao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
air and even space to truly realize the “ubiquitous connection” of the entire world by coordinating
transmission … ie, a space network of satellites on various orbits, an air network of aircrafts…