巨型星座系统的网络运维与资源管控技术

doi:10.11959/j.issn.2096-8930.20200103

Abstract

Abstract:

As the overall scale of the constellation system continues to increase,its service capabilities are gradually expanding from traditional mobile communication services to broadband interconnection services,which puts forward new requirements for the operation,maintenance and resource management in the satellite constellation system.The challenges brought by constellation scale,resource dynamics,and resource failure for the performance management-oriented network operation and maintenance and resource management in mega constellation system (MCS) were fi rst analyzed.The key technologies of network operation,maintenance and resource management for MCS were discussed from the aspects of traff c prediction and resource perception and maintenance and dynamic resource slicing.An intelligent network management and control architecture was proposed to realize lightweight operation and maintenance and resource management for MCS,laying a theoretical foundation for the efficient network operation and maintenance and resource management technology for future space-terrestrial integrated networks.

Key words: mega constellation, space-integrated-ground information network, eff cient operation and maintenance, resource management

CLC Number:

TN927.2

Di ZHOU,Min SHENG,Qi HAO,Jiandong LI,Jianping LIU. Network Operation,Maintenance and Resource Management in Mega Constellation System[J]. Space-Integrated-Ground Information Networks, 2020, 1(1): 26-35.

Figures/Tables 6

References 32

[1]	MAURO D S , CIANCA , ERNESTINA ,et al. Satellite communications supporting internet of remote things[J]. IEEE Internet of Things Journal, 2016,3(1): 113-23.
[2]	ZHANG Z Q , XIAO Y , MA Z ,et al. 6G wireless networks:Vision,requirements,architecture,and key technologies[J]. IEEE Vehicular Technology Magazine, 2019,14(3): 28-41.
[3]	SAAD W , BENNIS M , CHEN M . A vision of 6G wireless systems:Applications,trends,technologies,and open research problems[J]. IEEE Network, 2020,34(3): 134-142.
[4]	GIAMBENE G , KOTA S , PILLAI P . Satellite-5G integration:A network perspective[J]. IEEE Network, 2018,32(5): 25-31.
[5]	ZHAO B , LIU P , WANG X ,et al. Toward effcient authentication for space-air-ground integrated Internet of things[J]. International Journal of Distributed Sensor Networks, 2019,15(7): 1-14.
[6]	GIAMBENE G , LUONG D K , COLA T D ,et al. Analysis of a packet-level block coding approach for terrestrial-satellite mobile systems[J]. IEEE Transactions on Vehicular Technology, 2019,68(8): 8117-8132.
[7]	YANG Y , XU M , WANG D ,et al. Towards energy-efficient routing in satellite networks[J]. IEEE Journal on Selected Areas in Communications, 2016,34(12): 3869-3886.
[8]	SHENG M , WANG Y , LI J D ,et al. Toward a flexible and reconfigurable broadband satellite network:Resource management architecture and strategies[J]. IEEE Wireless Communications, 2017,24(4): 127-133.
[9]	SHI Y,LIU J , FADLULLAH Z M , KATO N . Cross-layer data delivery in satellite-aerial-terrestrial communication[J]. IEEE Wireless Communications, 2018,25(3): 138-143.
[10]	QIU J , GRACE D , DING G ,et al. Air-ground heterogeneous networks for 5G and beyond via integrating high and low altitude platforms[J]. IEEE Wireless Communications, 2019,26(6): 140-148.
[11]	LI T , ZHOU H , LUO H ,et al. Service:A software defined framework for integrated space-terrestrial satellite communication[J]. IEEE Transactions on Mobile Computing, 2018,17(3): 703-716.
[12]	LIU J , SHI Y , FADLULLAH Z M ,et al. Space-air-ground integrated network:A survey[J]. IEEE Communications Surveys＆ Tutorials, 2018,20(4): 2714-2741.
[13]	ZHANG N , ZHANG S , YANG P ,et al. Software defined spaceair-ground integrated vehicular networks:Challenges and solutions[J]. IEEE Communications Magazine, 2017,55(7): 101-109.
[14]	LI H , ZUO Y Z , ZHANG Z P ,et al. Design and development for an effective network operation and maintenance management system[J]. Technology Study, 2020(04): 20-22.
[15]	沈俊, 高卫斌, 张更新 . 低轨卫星物联网的发展背景、业务特点和技术挑战[J]. 电信科学, 2019,35(5): 119-125.
	SHEN J , GAO W B , ZHANG G X . Developing background,service characteristics and challenges of LEO IoT[J]. Telecommunications Science, 2019,35(5): 119-125.
[16]	SHENG Q , JANG D D , LIU W H . A prediction approach to endto-end traffic in space information networks[C]// 2019 IEEE International Conference on Industrial Internet (ICII),Orlando,FL,USA, 2019: 115-119.
[17]	MORALES F , RUIZ M , GIFRE L ,et al. Virtual network topology adaptability based on data analytics for traffic prediction[J]. IEEE/OSA Journal of Optical Communications and Networking, 2017,9(1):A35-A45.
[18]	EYNDE J V D , BLONDIA C . Measurement-based dynamic resource allocation on traffic aggregates[C]// 2019 IEEE International Conference on Communication. Networks and Satellite (Comnetsat),Makassar,Indonesia, 2019: 52-59.
[19]	DEL P I , CAMERON B G , CRAWLEY E F . A technical comparison of three low earth orbit satellite constellation systems to provide global broadband[J]. Acta Astronautica, 2019,159(6): 123-135.
[20]	王红运 . 基于SDN控制器的故障恢复与负载均衡策略研究[D]. 合肥:安徽大学, 2020.
	WANG H Y . Research on fault recovery and load balancing strategy based SDN controller[D]. Hefei:Anhui University, 2020.
[21]	韩江雪 . 空间网络抗毁路由与流量控制关键技术研究与开发[D]. 北京:北京邮电大学, 2016.
	HAN J X . The Research and development of resilient routing and traffic engineering technology in space network[D]. Beijing:Beijing University of Posts and Telecommunications, 2016.
[22]	LIU Y , YIN C H , HU D ,et al. Communication satellite fault detection based on recurrent neural network[J]. COMPUTER SCIENCE, 2020,47(2): 227-232.
[23]	WANG G Y , LV Z D , WANG X . Research on security routing of satellite network[J]. Network and Communication, 2020(5):83.
[24]	崔丽华 . 基于深度学习的光网络故障预测技术研究[D]. 北京:北京邮电大学, 2019： 1-72.
	CUI L H . Research on fault prediction technology of optical networks based on deep learning[D]. Beijing:Beijing University of Posts and Telecommunications, 2019.
[25]	楼丽琪 . 基于机器学习的光网络告警智能分析技术研究[D]. 北京:北京邮电大学, 2019.
	LOU L Q . Research on intelligent analysis technology of optical network alarm based on machine learning[D]. Beijing:Beijing University of Posts and Telecommunications, 2019.
[26]	DANDACHI G , DE DOMENICO A , HOANG D T ,et al. An artificial intelligence framework for slice deployment and orchestration in 5G networks[J]. IEEE Transactions on Cognitive Communications and Networking, 2020,6(2): 858-871.
[27]	SU Y T , LIU Y Q , ZHOU Y Q et al . Broadband LEO satellite communications:architectures and key technologies[J]. IEEE Wireless Communications, 2019,26(2): 55-61.
[28]	LIU J J , SHI Y P , ZHAO L ,et al. Joint placement of controllers and gateways in SDN-enabled 5G-satellite integrated network[J]. IEEE Journal on Selected Areas in Communications, 2018,36(2): 221-232.
[29]	CAO S Z , WEI J Y , HAN H ,et al. Space edge cloud enabling network slicing for 5G satellite network[C]// 2019 15th International Wireless Communications ＆ Mobile Computing Conference (IWCMC),Tangier,Morocco, 2019: 787-792.
[30]	ORDONEZ-LUCENA J , ADAMUZ-HINOJOSA , OSCAR ,et al. The creation phase in network slicing:From a service order to an operative network slice[C]// 2018 European Conference on Networks and Communications (EuCNC),Ljubljana,Slovenia, 2018: 1-36.
[31]	XIAO S , CHEN W . Dynamic allocation of 5G transport network slice bandwidth based on LSTM traffic prediction[C]// 2018 IEEE 9th International Conference on Software Engineering and Service Science (ICSESS),Beijing,China, 2018: 735-739.
[32]	XU Q , WANG J , WU K . Learning-based dynamic resource provisioning for network slicing with ensured end-to-end performance bound[J]. IEEE Transactions on Network Science and Engineering, 2020,7(1): 28-41.

Metrics

Recommended 0

No Suggested Reading articles found!

业务名称	业务类别	业务特征
超远程实时类	超远程医疗协作类超远程机器控制类	超远程实时通信、高精度需求、高传输速率等
密集连接类	测控业务物联网业务	信息精准性、载荷数据接收量大等
高速移动宽带类	智慧航空类	峰值速率高、传输时延小等
大容量传输类	观测业务航空监测业务	传输速率高、传输容量大等
短时突发类	应急通信入侵监测	应急响应快、响应时延小等

Network Operation,Maintenance and Resource Management in Mega Constellation System

RichHTML

PDF下载

Knowledge

Abstract

Cite this article

share this article

Figures/Tables 6

References 32

Related Articles 15

Metrics

Recommended 0

[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]	Yang LIU, Di ZHOU, Min SHENG, Jiandong LI, Shiguang HAO, Xiaotian ZHENG. Multi-Ground Station Collaborative Measurement and Control Technology for Giant Constellation System [J]. Space-Integrated-Ground Information Networks, 2023, 4(1): 2-11.
[3]	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.
[4]	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.
[5]	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.
[6]	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.
[7]	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.
[8]	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.
[9]	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.
[10]	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.
[11]	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.
[12]	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.
[13]	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.
[14]	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.
[15]	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.