Space-Integrated-Ground Information Networks ›› 2022, Vol. 3 ›› Issue (4): 55-64.doi: 10.11959/j.issn.2096-8930.2022043
Special Issue: 卫星互联网用户接入控制
• Special Issue: Satellite Internet User Access Control • Previous Articles Next Articles
Ning HUI1,2, Qian SUN1,3, Yuanyuan WANG1,2, Zongshuai ZHANG1,3, Lin TIAN1,2,3, Jing ZHANG4, Xiao WEI4
Revised:
2022-11-26
Online:
2022-12-20
Published:
2022-12-01
Supported by:
CLC Number:
Ning HUI, Qian SUN, Yuanyuan WANG, Zongshuai ZHANG, Lin TIAN, Jing ZHANG, Xiao WEI. Review of Slice Resource Management Technology in Space-Integrated-Ground Access Network[J]. Space-Integrated-Ground Information Networks, 2022, 3(4): 55-64.
[1] | YAO H P , WANG L Y , WANG X D ,et al. The space-terrestrial integrated network:an overview[J]. IEEE Communications Magazine, 2018,56(9): 178-185. |
[2] | 唐琴琴, 谢人超, 刘旭 ,等. 融合MEC的星地协同网络:架构、关键技术与挑战[J]. 通信学报, 2020,41(4): 162-181. |
TANG Q Q , XIE R C , LIU X ,et al. MEC enabled satellite-terrestrial network:architecture,key technique and challenge[J]. Journal on Communications, 2020,41(4): 162-181. | |
[3] | 付书航, 周笛, 盛敏 ,等. 空天地海一体化网络体系架构与网络切片技术[J]. 移动通信, 2021,45(5): 8-14. |
FU S H , ZHOU D , SHENG M ,et al. An architecture and network slicing technology in space-air-ground-sea integrated network[J]. Mobile Communications, 2021,45(5): 8-14. | |
[4] | 吴巍 . 天地一体化信息网络发展综述[J]. 天地一体化信息网络, 2020,1(1): 1-16. |
WU W . Survey on the development of space-integrated-ground information network[J]. Space-Integrated-Ground Information Networks, 2020,1(1): 1-16. | |
[5] | 张晓凯, 郭道省, 张邦宁 . 空天地一体化信息网络研究现状与新技术的应用展望[J]. 天地一体化信息网络, 2021,2(4): 19-26. |
ZHANG X K , GUO D X , ZHANG B N . Research status of spaceair-ground integrated network and application prospects of new technologies[J]. Space-Integrated-Ground Information Networks, 2021,2(4): 19-26. | |
[6] | China Mobile,Huawei,Tencent,et al. Categories and service levels of network slicing white paper[Z]. 2020. |
[7] | 王晓虹, 王卅, 唐宏伟 ,等. 构建“新基建”国家战略的技术底座——“信息高铁”综合试验场建设的实践与思考[J]. 中国科学院院刊, 2021(9): 1066-1073. |
WANG X H , WANG S , TANG H W ,et al. Building substrate for national strategy of new infrastructure construction-practice and thought of information superbahn testbed[J]. Bulletin of Chinese Academy of Sciences, 2021(9): 1066-1073. | |
[8] | 李丹, 朱棣, 申涓 . 全维可定义的天地协同组网架构与切片技术研究[J]. 中国工程科学, 2021,23(2): 30-38. |
LI D , ZHU D , SHEN J . Networking architecture and slicing technology of space–ground cooperative network based on fulldimension definability[J]. Strategic Study of CAE, 2021,23(2): 30-38. | |
[9] | LEE Y L , LOO J , CHUAH T C ,et al. Dynamic network slicing for multitenant heterogeneous cloud radio access networks[J]. IEEE Transactions on Wireless Communications, 2018,17(4): 2146-2161. |
[10] | SUN Q , TIAN L , ZHOU Y Q ,et al. A two-layered incentive scheme for cooperation in sliced 5G D2D networks[J]. IEEE Transactions on Vehicular Technology, 2020,69(11): 13289-13304. |
[11] | KOKKU R , MAHINDRA R , ZHANG H H ,et al. CellSlice:Cellular wireless resource slicing for active RAN sharing[C]// Proceedings of 2013 Fifth International Conference on Communication Systems and Networks (COMSNETS). Piscataway:IEEE Press, 2013: 1-10. |
[12] | DEMIROVI? S , KI? P , JANKOVI? J ,et al. Resource utilization–QoS isolation trade-off in 5G networks considering network slicing reconfiguration interval[C]// Proceedings of 2020 43rd International Convention on Information,Communication and Electronic Technology (MIPRO). Piscataway:IEEE Press, 2020: 407-412. |
[13] | NOJIMA D , KATSUMATA Y , SHIMOJO T ,et al. Resource isolation in RAN part while utilizing ordinary scheduling algorithm for network slicing[C]// Proceedings of 2018 IEEE 87th Vehicular Technology Conference. Piscataway:IEEE Press, 2018: 1-5. |
[14] | RAVINDRAN S , CHAUDHURI S , BAPAT J ,et al. Isolation-based sub-slices for throughput optimization in 5G radio access network[C]// Proceedings of 2019 IEEE International Conference on Electronics,Computing and Communication Technologies. Piscataway:IEEE Press, 2019: 1-6. |
[15] | KASGARI A T Z , SAAD W . Stochastic optimization and control framework for 5G network slicing with effective isolation[C]// Proceedings of 2018 52nd Annual Conference on Information Sciences and Systems (CISS). Piscataway:IEEE Press, 2018: 1-6. |
[16] | REYHANIAN N , MAHAM B . Statistical slice selection in multitenant networks with maximum isolation of reserved resources[C]// Proceedings of 2020 54th Asilomar Conference on Signals,Systems,and Computers. Piscataway:IEEE Press, 2020: 1002-1006. |
[17] | YANG X , LIU Y , WONG I C ,et al. Effective isolation in dynamic network slicing[C]// Proceedings of 2019 IEEE Wireless Communications and Networking Conference. Piscataway:IEEE Press, 2019: 1-6. |
[18] | VILà I , SALLENT O , UMBERT A ,et al. Guaranteed bit rate traffic prioritisation and isolation in multi-tenant radio access networks[C]// Proceedings of 2018 IEEE 23rd International Workshop on Computer Aided Modeling and Design of Communication Links and Networks. Piscataway:IEEE Press, 2018: 1-6. |
[19] | YANG X , LIU Y , WONG I C ,et al. Genetic algorithm for inter-slice resource management in 5G network with isolation[C]// Proceedings of 2020 International Conference on Software,Telecommunications and Computer Networks (SoftCOM). Piscataway:IEEE Press, 2020: 1-6. |
[20] | TIAN L , DAI L L , SUN Q ,et al. Wireless resource management in sliced networks based on isolation indexes[C]// Proceedings of 2021 IEEE Wireless Communications and Networking Conference. Piscataway:IEEE Press, 2021: 1-6. |
[21] | SUN Q , FENG C , HUI N ,et al. Computing and storage resources allocation of UPF based on isolation in private 5G networks[C]// Proceedings of 2022 IEEE 95th Vehicular Technology Conference:(VTC2022-Spring). Piscataway:IEEE Press, 2022: 1-6. |
[22] | DE COLA T , BISIO I . QoS optimisation of eMBB services in converged 5G-satellite networks[J]. IEEE Transactions on Vehicular Technology, 2020,69(10): 12098-12110. |
[23] | CAO S Z , WEI J Y , HAN H ,et al. Space edge cloud enabling network slicing for 5G satellite network[C]// Proceedings of 2019 15th International Wireless Communications & Mobile Computing Conference (IWCMC). Piscataway:IEEE Press, 2019: 787-792. |
[24] | RODRIGUES T K , KATO N . Network slicing with centralized and distributed reinforcement learning for combined satellite/ground networks in a 6G environment[J]. IEEE Wireless Communications, 2022,29(1): 104-110. |
[25] | WEI J Y , CAO S Z . Application of edge intelligent computing in satellite Internet of Things[C]// Proceedings of 2019 IEEE International Conference on Smart Internet of Things (SmartIoT). Piscataway:IEEE Press, 2019: 85-91. |
[26] | SHEN X M , GAO J , WU W ,et al. AI-assisted network-slicing based next-generation wireless networks[J]. IEEE Open Journal of Vehicular Technology, 2020(1): 45-66. |
[27] | YAN M , FENG G , ZHOU J H ,et al. Intelligent resource scheduling for 5G radio access network slicing[J]. IEEE Transactions on Vehicular Technology, 2019,68(8): 7691-7703. |
[28] | WU W , CHEN N , ZHOU C H ,et al. Dynamic RAN slicing for service-oriented vehicular networks via constrained learning[J]. IEEE Journal on Selected Areas in Communications, 2021,39(7): 2076-2089. |
[29] | LIU Q , HAN T , MOGES E . Edge slice:slicing wireless edge computing network with decentralized deep reinforcement learning[C]// Proceedings of 2020 IEEE 40th International Conference on Distributed Computing Systems. Piscataway:IEEE Press, 2020: 234-244. |
[30] | YE Q , SHI W S , QU K G ,et al. Joint RAN slicing and computation offloading for autonomous vehicular networks:a learning-assisted hierarchical approach[J]. IEEE Open Journal of Vehicular Technology, 2021(2): 272-288. |
[31] | AYALA-ROMERO J A , GARCIA-SAAVEDRA A , GRAMAGLIA M ,et al. vrAIn:deep learning based orchestration for computing and radio resources in vRANs[J]. IEEE Transactions on Mobile Computing, 2022,21(7): 2652-2670. |
[32] | MNIH V , KAVUKCUOGLU K , SILVER D ,et al. Human-level control through deep reinforcement learning[J]. Nature, 2015,518(7540): 529-533. |
[33] | ZHOU H , ELSAYED M , EROL-KANTARCI M , . RAN resource slicing in 5G using multi-agent correlated Q-learning[C]// Proceedings of 2021 IEEE 32nd Annual International Symposium on Personal,Indoor and Mobile Radio Communications. Piscataway:IEEE Press, 2021: 1179-1184. |
[34] | HUIN N , MEDAGLIANI P , MARTIN S ,et al. Hard-isolation for network slicing[C]// Proceedings of IEEE INFOCOM 2019 - IEEE Conference on Computer Communications Workshops. Piscataway:IEEE Press, 2019: 955-956. |
[35] | 唐清清, 李斌 . 面向空天地一体化信息网络的移动边缘计算技术[J]. 无线电通信技术, 2021,47(1): 27-35. |
TANG Q Q , LI B . Overview of mobile edge computing in space-airground integrated network[J]. Radio Communications Technology, 2021,47(1): 27-35. | |
[36] | GOODFELLOW I , BENGIO Y , COURVILLE A . Deep learning[M]. MIT Press, 2016. |
[37] | LU J , LIU A J , DONG F ,et al. Learning under concept drift:a review[J]. IEEE Transactions on Knowledge and Data Engineering, 2019,31(12): 2346-2363. |
[38] | LEI L , YUAN Y X , LYU T X ,et al. Dynamic-adaptive AI solutions for network slicing management in satellite-integrated B5G systems[J]. IEEE Network, 2021,35(6): 91-97. |
[39] | HUI N , SUN Q , WANG Y Y ,et al. Wireless resource allocation based on multiplexing and isolation in sliced 5G networks[C]// Proceedings of 2022 IEEE Wireless Communications and Networking Conference. Piscataway:IEEE Press, 2022: 1629-1634. |
[1] | Xinsheng JI, Kaizhi HUANG, Jiangxing WU, Yajun CHEN, Wei YOU. Endogenous Security for the Space-Integrated-Ground Information Network in 6G [J]. Space-Integrated-Ground Information Networks, 2023, 4(2): 2-12. |
[2] | Yingte CHAI, Gang WANG, Chao ZHANG, Guangxi ZHU, Wei FU, Zhengqiang GUO. Satellite-Earth Integration Intelligent Resource Management and Control Architecture of Giant Sensing Constellation [J]. Space-Integrated-Ground Information Networks, 2022, 3(3): 13-22. |
[3] | Hui XU, Shaohui SUN. Research on Network Architecture for the Space-Integrated-Ground Information Network in 6G [J]. Space-Integrated-Ground Information Networks, 2021, 2(4): 2-9. |
[4] | Meirong ZHANG, Mengting HAO, Chuang WANG, Gengxin ZHANG. Research on Strategies and Technologies for Resource Management and Control of Heterogeneous Network of High and Low Orbit Satellites [J]. Space-Integrated-Ground Information Networks, 2021, 2(4): 67-74. |
[5] | Yaming Ban, Hao Zheng, Zhe Liu, Siyang Dong. Research on Key Technologies and Design of High-peed Transmission Protocol in Space-Integrated-Ground Information Network [J]. Space-Integrated-Ground Information Networks, 2021, 2(4): 84-92. |
[6] | Jin CAO, Lilan CHEN, Ruhui MA, Hui LI, Fenghua LI. Research on Access and Handover Authentication Mechanism of SpaceIntegrated-Ground Information Network for Multi-Type Terminals [J]. Space-Integrated-Ground Information Networks, 2021, 2(3): 2-14. |
[7] | Xiaoping SHI, Ruhui MA, Jin CAO, Hui LI, Lilan CHEN, Fenghua LI. Access and Handover Authentication in Intermittent Connection Scenario of Satellite Network [J]. Space-Integrated-Ground Information Networks, 2021, 2(3): 24-34. |
[8] | Mengru LIU, Yulong FU, Jin CAO, Hui LI. A Non-interactive Key Exchange Scheme for Space-IntegratedGround Information Network Based on Blockchain [J]. Space-Integrated-Ground Information Networks, 2021, 2(3): 48-56. |
[9] | Yulu QI, Rong JIANG, Xing RONG, Aiping LI. Attack Analysis Framework of Space-Integrated-Ground Information Network Based on Cybersecurity Knowledge Graph [J]. Space-Integrated-Ground Information Networks, 2021, 2(3): 57-65. |
[10] | Qingsong XUE, Xiaofeng WANG. User Behavior Traffi c Replay Technology for Space-IntegratedGround Information Network Based on Profi le Analyzing [J]. Space-Integrated-Ground Information Networks, 2021, 2(3): 66-75. |
[11] | Yazheng CHEN, Hewu LI. Research on Stateless Address Auto-Confi guration and Duplicate Address Detection in Space-Integrated-Ground Information Network [J]. Space-Integrated-Ground Information Networks, 2021, 2(2): 28-34. |
[12] | Shanghong ZHAO, Cong PENG, Yongjun LI, Hai LI. Research on Optical/Electric Hybrid Switching Technique for Space-Integrated-Ground Information Network [J]. Space-Integrated-Ground Information Networks, 2021, 2(2): 46-52. |
[13] | Mi LI, Qiang CHEN, Cheng ZENG, Xue WANG, Yisi WANG, Xiangfei CHEN. Effect of Optical Signal Beam Shift on the Performance of Satellite Chaos Laser Safety Communication System under Space-Integrated-Ground Information Network [J]. Space-Integrated-Ground Information Networks, 2021, 2(2): 53-61. |
[14] | Lijun ZHAI, Shuming PAN, Chunting WANG. Development and Prospect of Satellite 5G Technology [J]. Space-Integrated-Ground Information Networks, 2021, 2(1): 1-10. |
[15] | Kaifeng WANG, Xiangbao KAI, Ming LI, Yuan GAO, Yun LIU, Jinchuan CHAI. Application Prospect of Space-Integrated-Ground Information Network in Railway [J]. Space-Integrated-Ground Information Networks, 2021, 2(1): 93-98. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||
|