Mission structure learning-based resource allocation in space information networks

H He, D Zhou, M Sheng, J Li - ICC 2021-IEEE International …, 2021 - ieeexplore.ieee.org
An efficient resource allocation algorithm plays a pivotal role in the performance
improvement of space information networks (SIN). The dynamic of resources and mission …

MAGIC: Matching Game-based Resource Allocation with Incomplete Information in Space Communication Network

X Mi, Y Song, C Yang, Z Han… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Collaboration between low Earth orbit (LEO) and geostationary Earth orbit (GEO) satellites
in space communication networks has the advantages of wider coverage and higher …

Research on resource allocation method of the SIN based on SDN

X Meng, L Wu, J Jiao, X Gong - IGARSS 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
Aiming at the resource allocation problem of space-based information network (SIN), this
paper firstly establishes the control architecture of the SIN based on software-defined …

Optimization of joint load balancing and bandwidth allocation in space information networks

S Liu, J Wang, S Liu, X Gan - 2019 IEEE/CIC International …, 2019 - ieeexplore.ieee.org
Space information network (SIN) has been investigated by many researchers and
organizations. The resource allocation problem has been discussed for many times to …

Deep Reinforcement Learning‐Based Joint Satellite Scheduling and Resource Allocation in Satellite‐Terrestrial Integrated Networks

Y Yin, C Huang, DF Wu, S Huang… - Wireless …, 2022 - Wiley Online Library
Satellite‐terrestrial integrated networks (STINs) are considered to be a new paradigm for the
next generation of global communication because of its distinctive merits, such as wide …

Machine learning-based resource allocation in satellite networks supporting internet of remote things

D Zhou, M Sheng, Y Wang, J Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Satellite networks have been regarded as a promising architecture for supporting the
Internet of remote things (IoRT) due to their advantages of wide coverage and high …

[PDF][PDF] Machine Learning Based Resource Allocation in Satellite Networks Supporting Internet of Remote Things

J Li, Z Han - ieeexplore.ieee.org
Satellite networks have been regarded as a promising architecture for supporting the
Internet of remote things (IoRT) due to their advantages of wide coverage and high …

Multi-dimensional resource optimal allocation scheme for Tiansuan constellation

C Wang, Q Li, Q Sun, S Wang - 2022 14th International …, 2022 - ieeexplore.ieee.org
With the advent of the 6G era, the construction of space networks is gradually entering a
peak period. Tiansuan constellation came into being in this context, which aims to provide …

Multi-layer satellite network resource management based on genetic algorithm

X Deng, L Zhu, Q Tan, Y Yang… - … Symposium on Networks …, 2021 - ieeexplore.ieee.org
The air-space-ground integrated network architecture is one of the core directions of 6G. Its
network architecture is based on the ground cellular mobile network, combined with the …

Resource scheduling in satellite networks: a sparse representation based machine learning approach

C Bao, D Zhou, M Sheng, Y Shi… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
With the growth of global communication service demand, constructing large-scale satellite
networks has become the future development trend for improved system performance …