Software Defined Space-Air-Ground Integrated Vehicular Networks: Challenges and Solutions
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Abstract (arXiv)
This article proposes a software defined space-air-ground integrated network architecture for supporting diverse vehicular services in a seamless, efficient, and cost-effective manner. Firstly, the motivations and challenges for integration of space-air-ground networks are reviewed. Secondly, a software defined network architecture with a layered structure is presented. To protect the legacy services in satellite, aerial, and territorial segments, resources in each segment are sliced through network slicing to achieve service isolation. Then, available resources are put into a common and dynamic space-air-ground resource pool, which is managed by hierarchical controllers to accommodate vehicular services. Finally, a case study is carried out, followed by discussion on some open research topics.
Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). First posted on arXiv 8 Mar 2017.
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Citing papers per year: 2021: 2; 2022: 3; 2023: 2; 2024: 1.
8 papers.
- 2021AI-Native Network Slicing for 6G Networkscited by 31
- 2023Holistic Network Virtualization and Pervasive Network Intelligence for 6Gcited by 14
- 2024Leveraging Large Language Models for Integrated Satellite-Aerial-Terrestrial Networks: Recent Advances and Future Directionscited by 10
- 2021EC-SAGINs: Edge Computing-enhanced Space-Air-Ground Integrated Networks for Internet of Vehiclescited by 3
- 2022Space-Air-Ground Integrated Multi-domain Network Resource Orchestration based on Virtual Network Architecture: a DRL Methodcited by 3
- 2022On-Demand Resource Management for 6G Wireless Networks Using Knowledge-Assisted Dynamic Neural Networkscited by 2
- 2022Bridging the Urban-Rural Connectivity Gap through Intelligent Space, Air, and Ground Networkscited by 0
- 2023Cooperative Multi-Type Multi-Agent Deep Reinforcement Learning for Resource Management in Space-Air-Ground Integrated Networkscited by 0
- 2024Leveraging Large Language Models for Integrated Satellite-Aerial-Terrestrial Networks: Recent Advances and Future Directions5 Jul 2024
- 2023Cooperative Multi-Type Multi-Agent Deep Reinforcement Learning for Resource Management in Space-Air-Ground Integrated Networks8 Aug 2023
- 2023Holistic Network Virtualization and Pervasive Network Intelligence for 6G2 Jan 2023
- 2022On-Demand Resource Management for 6G Wireless Networks Using Knowledge-Assisted Dynamic Neural Networks2 Aug 2022
- 2022Bridging the Urban-Rural Connectivity Gap through Intelligent Space, Air, and Ground Networks25 Feb 2022
- 2022Space-Air-Ground Integrated Multi-domain Network Resource Orchestration based on Virtual Network Architecture: a DRL Method3 Feb 2022
- 2021AI-Native Network Slicing for 6G Networks18 May 2021
- 2021EC-SAGINs: Edge Computing-enhanced Space-Air-Ground Integrated Networks for Internet of Vehicles15 Jan 2021