Space-Air-Ground Integrated Heterogeneous Network Slicing with Native Intelligence
- Resource Type
- Conference
- Authors
- Hu, Yushuang; Shi, Nanxiang; Lu, Lu; Wang, Chutian
- Source
- 2023 IEEE/CIC International Conference on Communications in China (ICCC Workshops) Communications in China (ICCC Workshops), 2023 IEEE/CIC International Conference on. :1-6 Aug, 2023
- Subject
- Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Fields, Waves and Electromagnetics
Signal Processing and Analysis
Transportation
Performance evaluation
Network slicing
Standards organizations
Standardization
Organizations
Machine learning
Space-air-ground integrated networks
Space-Air-Ground
network slicing
heterogeneous network
native intelligence
network entity classification
network slicing dyeing
- Language
- ISSN
- 2474-9141
This paper proposes a Space-Air-Ground integrated heterogeneous network slicing scheme with native intelligence, employing a Distributed Weighted Classification Method for network entity classification and the corresponding distributed network organization and network slicing dyeing. Instances of network slicing dyeing mechanisms in scenarios of high security, high data rate, and low latency are given. Performance evaluation shows that the proposed scheme outperforms the typical network slicing based on standardization in all three scenarios.