AI-enabled space-air-ground integrated networks: Management and optimization

P Zhang, N Chen, S Shen, S Yu, N Kumar… - IEEE Network, 2023 - ieeexplore.ieee.org
SpaceAir-Ground Integrated Networks (SAGINs). The highly dynamic heterogeneity and time
variability, however, complicate management and optimization … use of artificial intelligence (…

Application of artificial intelligence for space-air-ground-sea integrated network

S Zhang, L Liu, M Cheriet - … And Information Processing, Networking And …, 2021 - Springer
artificial intelligence technology is discussed. Finally, the application of artificial intelligence
technology in the integrated network of … integration network, and it is a solution to the optimal

Space-air-ground integrated network development and applications in high-speed railways: A survey

J Sheng, X Cai, Q Li, C Wu, B Ai… - … on Intelligent …, 2021 - ieeexplore.ieee.org
… Furthermore, the application scenarios of Artificial Intelligence (AI) technologies in solving the
… , AI will play a more active role in the optimization of airspace-ground integrated networks. …

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
… Furthermore, we provide a comprehensive overview of the work done on using AI to optimize
integrated terrestrial and non-terrestrial network architectures. We finally highlight the main …

Research on Intelligent Access of Space-Air-Ground Integrated Network

L Liu, Q Liu - … On Signal And Information Processing, Networking …, 2021 - Springer
… , network optimization and system design are critical in the space-earth integrated network.
Artificial intelligence and big data mining technologies have advanced to the point where …

Incorporating distributed DRL into storage resource optimization of space-air-ground integrated wireless communication network

C Wang, L Liu, C Jiang, S Wang… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
networks, a new type of space-air-ground integrated network (SAGIN) has been proposed to
provide threedimensional comprehensive … , network virtualization, and artificial intelligence

Resource management in space-air-ground integrated vehicular networks: SDN control and AI algorithm design

H Wu, J Chen, C Zhou, W Shi, N Cheng… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
… to make optimal resource management decisions in real time; thus, artificial intelligence (AI)-based …
We focus on RAT selection for vehicles to optimize the overall network throughput. In …

Machine learning for spaceairground integrated network assisted vehicular network: A novel network architecture for vehicles

F Tang, C Wen, M Zhao, N Kato - IEEE Vehicular Technology …, 2022 - ieeexplore.ieee.org
… Then, we introduce a novel network architecture that uses … As a powerful artificial intelligence
tool, machine learning … “Optimizing space-air-ground integrated networks by artificial

Multiobjective optimization for integrated ground-air-space networks: Current research and future challenges

J Cui, SX Ng, D Liu, J Zhang… - IEEE Vehicular …, 2021 - ieeexplore.ieee.org
… fellow at the University of Southampton, Southampton, SO17 1BJ, UK His research interests
include mobile/wireless artificial intelligence and spaceairground integrated networks. …

[HTML][HTML] Reinforcement Learning-Based Resource Allocation and Energy Efficiency Optimization for a SpaceAirGround-Integrated Network

Z Chen, H Zhou, S Du, J Liu, L Zhang, Q Liu - Electronics, 2024 - mdpi.com
… of the network. In order to improve the energy efficiency of the spaceairground-integrated
power three-dimensional fusion communication network, we establish an optimization