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
… the airintelligent transmission strategy of space-based information. We propose a new
idea to improve the efficiency and reliability of data transmission by combining the transmission

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

S Xu, J Liu, TK Rodrigues, N Kato - IEEE Network, 2021 - ieeexplore.ieee.org
transmission of different access ways and unified resource management, the integration
of space-air-… In view of these, this article attempts to give an overview of space-air-ground …

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
… [3], adding intelligent functions to wireless networks. With ML, net… Even though ML has
unparalleled advantages for intelligent … Under this paradigm, data transmission latency can be …

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 …

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
… artificial intelligence (AI), digital twins (DT), etc., this paper aims to explore a novel space-air-…
characteristics of the space-air network, such as strong mobility, long transmission delay, …

Toward Smart Skies: Reviewing the State of the Art and Challenges for Intelligent Air Transportation Systems (IATS)

S Wandelt, C Zheng - IEEE Transactions on Intelligent …, 2024 - ieeexplore.ieee.org
… Effective conflict resolution methods are essential in IATS due to the complex and dynamic
nature of air transport operations in a three-dimensional space (plus time). The potential for a …

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 balloons, etc., providing opportunistic data transmission services. Among them, the
high-altitude platform (HAP) is a common air … It has a shorter delay than the space network and a …

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
transmission 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 activities. …