Dynamically adaptive cooperation transmission among satellite-ground integrated networks

F Tang - IEEE INFOCOM 2020-IEEE Conference on Computer …, 2020 - ieeexplore.ieee.org
It is a desirable goal to fuse satellite and ground integrated networks (SGINs) to improve the
resource utilization efficiency. However, existing work did not consider how to integrate them …

VNF-based service provision in software defined LEO satellite networks

Z Jia, M Sheng, J Li, D Zhou… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Low earth orbit (LEO) satellite networks will play important roles in the sixth generation (6G)
communication system. Software defined network technique is a novel approach introduced …

A deep reinforcement learning based approach for energy-efficient channel allocation in satellite Internet of Things

B Zhao, J Liu, Z Wei, I You - IEEE Access, 2020 - ieeexplore.ieee.org
Recently, Satellite Internet of Things (SIoT), a space network that consists of numerous Low
Earth Orbit (LEO) satellites, is regarded as a promising technique since it is the only solution …

Deep reinforcement learning-based task offloading in satellite-terrestrial edge computing networks

D Zhu, H Liu, T Li, J Sun, J Liang… - 2021 IEEE Wireless …, 2021 - ieeexplore.ieee.org
In remote regions (eg, mountain and desert), cellular networks are usually sparsely
deployed or unavailable. With the appearance of new applications (eg, industrial automation …

Realizing intelligent spectrum management for integrated satellite and terrestrial networks

YC Liang, J Tan, H Jia, J Zhang… - … of Communications and …, 2021 - ieeexplore.ieee.org
Nowadays both satellite and terrestrial networks are expanding rapidly to meet the ever-
increasing demands for higher throughput, lower latency, and wider coverage. However …

Two-layer game based resource allocation in cloud based integrated terrestrial-satellite networks

X Zhu, C Jiang, L Kuang, Z Zhao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This paper investigates the cooperative transmission and resource allocation in cloud based
integrated terrestrial-satellite networks, where a resource pool at the cloud acts as the …

Software-defined next-generation satellite networks: Architecture, challenges, and solutions

S Xu, XW Wang, M Huang - IEEE Access, 2018 - ieeexplore.ieee.org
Traditional satellite networks depend on the closed and planned architecture. Thus, there
are many challenges such as configuration update, new communication and networking …

Time-expanded graph-based resource allocation over the satellite networks

P Wang, X Zhang, S Zhang, H Li… - IEEE Wireless …, 2018 - ieeexplore.ieee.org
In this letter, we propose a transceiver resource allocation scheme based on the time-
expanded graph (TEG) for the satellite networks. Due to the time-varying topology of the …

Multi-agent deep reinforcement learning-based flexible satellite payload for mobile terminals

X Hu, X Liao, Z Liu, S Liu, X Ding… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Information dissemination in mobile networks turns out to be a problem when the network is
sparse. Mobile networks begin to establish a separate cluster attributable to the limited …

Optimizing space-air-ground integrated networks by artificial intelligence

N Kato, ZM Fadlullah, F Tang, B Mao… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
It is widely acknowledged that the development of traditional terrestrial communication
technologies cannot provide all users with fair and high quality services due to scarce …