Energy-constrained computation offloading in space-air-ground integrated networks using distributionally robust optimization

Y Chen, B Ai, Y Niu, H Zhang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… cellular network infrastructures, space-air-ground integrated net… If the deterministic optimization
is utilized to develop … space-airground integrated high-speed railway network scenario. …

Joint Resources Allocation and 3D Trajectory Optimization for UAV-enabled Space-Air-Ground Integrated Networks

Z Hu, F Zeng, Z Xiao, B Fu, H Jiang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
… , we propose a UAV-enabled space-air-ground integrated network. Although the single UAV
networks. Therefore, we investigate energy-efficiency maximization by jointly optimizing the …

Service-oriented dynamic resource slicing and optimization for space-air-ground integrated vehicular networks

F Lyu, P Yang, H Wu, C Zhou, J Ren… - … on Intelligent …, 2021 - ieeexplore.ieee.org
… usage of Artificial Intelligence (AI) technique to manage the network resources … space-air-ground
integrated communication models and software defined network (SDN)-based network

Hierarchical domain-based multicontroller deployment strategy in SDN-enabled spaceairground integrated network

C Chen, Z Liao, Y Ju, C He, K Yu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… To achieve global resource optimization and heterogeneous network coordination of such a
networking, the Internet of Things, artificial intelligence, blockchain, and information security. …

[HTML][HTML] 6G service-oriented space-air-ground integrated network: A survey

N Cheng, HE Jingchao, YIN Zhisheng… - Chinese Journal of …, 2022 - Elsevier
… -Data technology convergence network, where the big data and Artificial Intelligence (AI) …
slicing scheme and optimization for Space-Air-Ground Integrated Vehicular Network (SAGIVN) …

Cooperative drone communications for space-air-ground integrated networks

Y Zou, J Zhu, T Wu, H Guo, H Wei - IEEE Network, 2021 - ieeexplore.ieee.org
… relevant system parameters of wireless networks are subsequently optimized but with outdated
RSS… In this way, the optimization process of wireless communications systems relying on …

Blockchain-assisted intelligent symbiotic radio in space-air-ground integrated networks

R Cheng, Y Sun, L Mohjazi, YC Liang, M Imran - IEEE Network, 2023 - ieeexplore.ieee.org
… The space-air-ground integrated network (SAGIN) is a … ubiquitous coverage for mobile
communication networks [1]. Before … optimal decision-making [7]. With the help of powerful neural …

Orbital collaborative learning in 6G space-air-ground integrated networks

M Zhao, C Chen, L Liu, DP Lan, S Wan - Neurocomputing, 2022 - Elsevier
… Hence, the traditional synchronous aggregation algorithms need to be optimized, and the …
of artificial intelligence technology, people also expect 6G networks to be more intelligent in …

A deep reinforcement learning-based dynamic traffic offloading in space-air-ground integrated networks (SAGIN)

F Tang, H Hofner, N Kato, K Kaneko… - IEEE Journal on …, 2021 - ieeexplore.ieee.org
… to the most optimized state. Even when using a single neural network to approximate the
Q-… algorithm [35] that reduces optimization biases by using two neural networks, or Q-value …

Space-aerial-ground-sea integrated networks: Resource optimization and challenges in 6G

S Sharif, S Zeadally, W Ejaz - … of Network and Computer Applications, 2023 - Elsevier
network, including the development of satellite communication and key technologies for
integrating space-air-ground networks… architecture with artificial intelligence services, which can …