Graph-based resource allocation for air-ground integrated networks

Q Chen, W Meng, C He - Mobile Networks and Applications, 2022 - Springer
With the combined advantages of satellite communications, aerial networks and terrestrial
systems, a space-air-ground integrated network has gradually become a promising …

Distributed deep reinforcement learning assisted resource allocation algorithm for space-air-ground integrated networks

P Zhang, Y Li, N Kumar, N Chen… - … on Network and …, 2022 - ieeexplore.ieee.org
To realize the Interconnection of Everything (IoE) in the 6G vision, the space-based, air-
based, and ground-based networks have shown a trend of integration. Compared with the …

Resource Allocation for Space-Air-Ground Integrated Networks: A Comprehensive Review

H Liang, Z Yang, G Zhang, H Hou - Journal of Communications …, 2024 - ieeexplore.ieee.org
The space-air-ground integrated networks (SAGIN) has emerged as a critical paradigm to
address the growing demands for global connectivity and enhanced communication …

Service-oriented fair resource allocation and auction for civil aircrafts augmented space-air-ground integrated networks

Q Chen, W Meng, S Han, C Li - IEEE Transactions on Vehicular …, 2020 - ieeexplore.ieee.org
In this paper, we present a civil aircrafts augmented space-air-ground integrated networks
(CAA-SAGIN) architecture, where each mobile user can access multiple platforms …

Routing and resource scheduling for air-ground integrated mesh networks

Y Liu, H Mao, L Zhu, Z Xiao, Z Han… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to the advantage of achieving scalable connectivity and low-latency communications,
air-ground integrated mesh networks (AGIMNs) will play an important role in the next …

Handling interference in integrated HAPS-terrestrial networks through radio resource management

AA Shamsabadi, A Yadav, O Abbasi… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
Vertical heterogeneous networks (vHetNets) are promising architectures to bring significant
advantages for 6G and beyond mobile communications. High altitude platform station …

Demand-Driven Task Scheduling and Resource Allocation in Space-Air-Ground Integrated Network: A Deep Reinforcement Learning Approach

K Fan, B Feng, X Zhang, Q Zhang - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Space-air-ground integrated network (SAGIN) can support a wide variety of task scenarios
as a next-generation network. In this dynamic network, tasks with different characteristics …

Fairness-based user association and resource blocks allocation in satellite–terrestrial integrated networks

Z Tariq, HZ Khan, U Fakhar, M Ali, AN Akhtar… - Physical …, 2022 - Elsevier
To meet the futuristic communications needs, a satellite–terrestrial integrated network (STIN)
has been proposed and is a strong contender amongst emerging architectures. In our STIN …

Online bipartite matching for HAP access in space-air-ground integrated networks using graph neural network-enhanced reinforcement learning

Y Xie, G Niu, MO Pun, Z Han - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Space-air-ground integrated networks have recently attracted intensive research interest as
an emerging 6G architecture to significantly extend the network coverage. In this paper, we …

Service function chain planning with resource balancing in space-air-ground integrated networks

G Wang, S Zhou, Z Niu, S Zhang… - 2019 IEEE Global …, 2019 - ieeexplore.ieee.org
Space-air-ground integrated network (SAGIN) brings great potentials to extend the terrestrial
networks and satisfy the diverse service demands from many emerging applications. The …