AI-based cloud-edge-device collaboration in 6G space-air-ground integrated power IoT

Z Wang, Z Zhou, H Zhang, G Zhang… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
Space-air-ground integrated communication networks and artificial intelligence (AI) play
crit… Considering the real-time optimization under network heterogeneity, we resort to DRL and …

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 …

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
… on terrestrial wireless networks. On the other hand, the emergence of artificial intelligence
(AI… adaptive-optimizing networks in terms of resource management and architecture design [4]. …

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 (…

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
… That is, the optimization goal of the case study is to intelligently make an offloading decision…
the objective of the optimization problem, we model the network decision and state changing …

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

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

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. …

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 multi-domain network resource orchestration based on virtual network architecture: A DRL method

P Zhang, C Wang, N Kumar… - … Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
optimization methods or heuristic methods when solving such problems [25], [26]. Therefore,
we consider using DRL methods to optimize … include network artificial intelligence, network