Federated learning for intelligent transmission with space-air-ground integrated network (SAGIN) 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 …

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 …

Envisioning intelligent reflecting surface empowered space-air-ground integrated network

S Xu, J Liu, TK Rodrigues, N Kato - IEEE Network, 2021 - ieeexplore.ieee.org
… With cooperative transmission of different access ways and unified resource management,
the integration of space-air-ground network has become a historic tendency because of its …

A kind of novel ITS based on space-air-ground big-data

G Xiong, F Zhu, X Dong, H Fan, B Hu… - IEEE intelligent …, 2016 - ieeexplore.ieee.org
… data acquisition sensor, dynamic data transmission, massive data storage, multi-… Space-Air-Ground
bigdata acquisition & transmission subsystem, cloud computing platform, intelligent

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

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…

Intelligent coordinated task scheduling in space-air-ground integrated network

CQ Dai, X Li, Q Chen - 2019 11th international conference on …, 2019 - ieeexplore.ieee.org
spacetransmission as a whole. Considering task priority and task deadlines, we propose
an APSO-ICSA algorithm to make full use of space resources and meet the needs of space