Space-air-ground integrated multi-domain network resource orchestration based on virtual network architecture: A DRL method

P Zhang, C Wang, N Kumar… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… of network resources [… network resources may come from different network segments, so
we consider implementing a multi-domain VNE algorithm based on a virtual network architecture

Space-air-ground integrated network: A survey

J Liu, Y Shi, ZM Fadlullah, N Kato - … Communications Surveys & …, 2018 - ieeexplore.ieee.org
… single network segment in space or air, or the integration of space-ground, neglecting the
integration of all the three network … works concerning SAGIN from network design and resource …

Non-Euclidean graph-convolution virtual network embedding for space–airground integrated networks

N Chen, S Shen, Y Duan, S Huang, W Zhang, L Tan - Drones, 2023 - mdpi.com
… Meanwhile, virtual network embedding (VNE) is applied to … a graph-convolution virtual
network embedding algorithm. … ), we design an orchestration network combined with graph …

Air-ground integrated mobile edge networks: Architecture, challenges, and opportunities

N Cheng, W Xu, W Shi, Y Zhou, N Lu… - IEEE …, 2018 - ieeexplore.ieee.org
… the novel AGMEN architecture to facilitate the air-ground cooperation. We first describe the
AGMEN architecture, where air-ground two-layer cooperative networking is introduced and …

Software defined space-air-ground integrated vehicular networks: Challenges and solutions

N Zhang, S Zhang, P Yang, O Alhussein… - IEEE …, 2017 - ieeexplore.ieee.org
… This article proposes a software defined spaceair-ground integrated network architecture
virtual networks can have stable virtual network topology by dynamically embedding the virtual

Machine learning for space–airground 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
… reinforcement learning can adaptively change routing decisions to achieve online network
traffic control. Recently, authors proposed a reinforcement learning-based traffic offloading for …

Task-oriented intelligent networking architecture for the space–airground–aqua integrated network

J Liu, X Du, J Cui, M Pan, D Wei - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… To make SAGAIN highly efficient as expected, we propose a novel network architecture
named TOINA which can solve the challenges in SAGAIN and achieve the goals of management …

A comprehensive simulation platform for space-air-ground integrated network

N Cheng, W Quan, W Shi, H Wu, Q Ye… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
… single network segment in space, air, or ground, or the integration of space-ground network
or air-ground network. … by using MATLAB/Simulink [7], Network Simulator NS.3 [8], OPNET …

Service coordination in the space-air-ground integrated network

Y Guo, Q Li, Y Li, N Zhang, S Wang - IEEE Network, 2021 - ieeexplore.ieee.org
… Then NFV and SDN are applied to manage the abstracted virtual … -air-ground service
computing. Then we design an architectural framework for service coordination in spaceair-ground

Space-air-ground integrated network resource allocation based on service function chain

P Zhang, P Yang, N Kumar… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… k V ) is used to represent the bandwidth resource demand of virtual link l … An example of
a virtual network is shown in Fig. 2(a)(b). There are two virtual networks in the Fig. 2(a)(b). The …