卫星网络测控资源鲁棒调度方法

doi:10.11959/j.issn.2096-8930.2023003

天地一体化信息网络 ›› 2023, Vol. 4 ›› Issue (1): 23-30.doi: 10.11959/j.issn.2096-8930.2023003

所属专题：大规模星座组网及测控关键技术

• 专题：大规模星座组网及测控关键技术 • 上一篇下一篇

卫星网络测控资源鲁棒调度方法

纪翔, 刘润滋, 要趁红, 陈剑豪, 慕桃

西安建筑科技大学信息与控制工程学院，陕西西安 710055

修回日期:2023-01-29 出版日期:2023-03-20 发布日期:2023-03-01
作者简介:纪翔（1996-），男，西安建筑科技大学信息与控制工程学院硕士生，主要研究方向为空间信息网络
刘润滋（1988-），女，西安建筑科技大学副教授，主要研究方向为空间信息网络、天地融合网络、智慧城市组网技术
要趁红（1982-），女，西安建筑科技大学讲师，主要研究方向为无线中继网络
陈剑豪（2000-），男，西安建筑科技大学信息与控制工程学院硕士生，主要研究方向为计算机网络
慕桃（2000-），女，西安建筑科技大学信息与控制工程学院硕士生，主要研究方向为卫星通信
基金资助:
国家自然科学基金资助项目(61701365);陕西省重点研发计划(2021GY-066);陕西省自然科学基础研究计划(2023-JC-YB-566);陕西省高校科协青年人才托举计划(20200112);陕西省博士后科研项目资助计划(2018BSHEDZZ47)

Robust Scheduling Method of TT＆C Resource in Satellite Network

Xiang JI, Runzi LIU, Chenhong YAO, Jianhao CHEN, Tao MU

School of Information and Control Engineering, Xi’an University of Architecture and Technology, Xi’an 710055, China

Revised:2023-01-29 Online:2023-03-20 Published:2023-03-01
Supported by:
The National Natural Science Foundation of China(61701365);Key Research and Development Program in Shaanxi Province of China(2021GY-066);Natural Science Basic Research Program of Shaanxi Province(2023-JC-YB-566);Young Talent fund of University Association for Science and Technology in Shaanxi, China(20200112);Postdoctoral Foundation in Shaanxi Province of China(2018BSHEDZZ47)

摘要/Abstract

摘要：

卫星网络规模的持续增长为测控资源的有效调度带来了巨大挑战。受到天气等因素的影响，星地链路性能具有较强的不确定性。为了兼顾资源利用率与任务可靠性，提出一种鲁棒的测控资源调度方法。该方法可基于预测得到的星地链路信道状态分布与规划周期内的任务分布情况为测控任务安排传输窗口的开始时间与持续时长，并通过反向迭代的方式对资源分配方案进行优化从而最大化任务期望收益值。实验结果表明，与传统的非鲁棒调度方法相比，所提调度方法在不同信道分布下都能取得良好的任务收益，实现资源利用率与任务可靠性的有效提高。

关键词: 航天测控, 资源调度, 鲁棒调度, 卫星网络

Abstract:

The continuous growth of satellite network scale brings great challenges to the eff ective scheduling of TT＆amp;C resources.Aff ected by weather and other factors, the performance of the satellite-ground link is of high uncertainty.In order to took into both resource utilization and task reliability, a robust scheduling method of TT＆amp;C resources was proposed.This method could arranged the start time and duration of the transmission window for TT＆amp;C tasks by the predicted the channel state distribution of satelliteground link and the task distribution in the planning period, and optimized the resource allocation scheme by backward iteration to maximized the expected profit of the tasks.The experimental results showed that compared with the traditional non-robust scheduling method, the scheduling method proposed could obtain more task profi t under diff erent channel distributions and achieve the improvement of both resource utilization and task reliability.

Key words: aerospace TT＆C, resource scheduling, robust scheduling, satellite network

中图分类号:

TP393

纪翔, 刘润滋, 要趁红, 陈剑豪, 慕桃. 卫星网络测控资源鲁棒调度方法[J]. 天地一体化信息网络, 2023, 4(1): 23-30.

Xiang JI, Runzi LIU, Chenhong YAO, Jianhao CHEN, Tao MU. Robust Scheduling Method of TT＆C Resource in Satellite Network[J]. Space-Integrated-Ground Information Networks, 2023, 4(1): 23-30.

图/表 8

图1

表1

图2

图3

图4

图5

图6

图7

参考文献 19

[1]	周笛, 盛敏, 郝琪 ,等. 巨型星座系统的网络运维与资源管控技术[J]. 天地一体化信息网络, 2020,1(1): 26-35.
	ZHOU D , SHENG M , HAO Q ,et al. Network operation,maintenance and resource management in mega constellation system full text replacement[J]. Space-Integrated-Ground Information Networks, 2020,1(1): 26-35.
[2]	ZHAN Y F , WAN P , JIANG C X ,et al. Challenges and solutions for the satellite tracking,telemetry,and command system[J]. IEEE Wireless Communications, 2020,27(6): 12-18.
[3]	ZHANG N , FENG Z R , KE L J . Guidance-solution based ant colony optimization for satellite control resource scheduling problem[J]. Applied Intelligence, 2011,35(3): 436-444.
[4]	ZHANG Z J , HU F N , ZHANG N . Ant colony algorithm for satellite control resource scheduling problem[J]. Applied Intelligence, 2018,48(10): 3295-3305.
[5]	ZHANG Z J , ZHANG N , FENG Z R . Multi-satellite control resource scheduling based on ant colony optimization[J]. Expert Systems With Applications, 2014,41(6): 2816-2823.
[6]	Wang Y , Zhou D , Song N ,et al. Concurrent reconfiguration of resource-oriented emergency TT＆C mission planning for space information networks[J]. Journal of Communications and Information Networks, 2021,6(2): 11.
[7]	CHEN M , WEN J , PI B J ,et al. A novel genetic algorithm with population perturbation and elimination for multi-satellite TT＆C scheduling problem[C]// International Conference on Bio-Inspired Computing:Theories and Applications. Singapore:Springer, 2020: 558-568.
[8]	CHEN M , WEN J , SONG Y J ,et al. A population perturbation and elimination strategy based genetic algorithm for multisatellite TT＆C scheduling problem[J]. Swarm and Evolutionary Computation, 2021,65:100912.
[9]	DAS A , . Enhancing capacity of a satellite broadband system via adaptive coding and modulation[C]// Proceedings of 24th AIAA International Communications Satellite Systems Conference. Reston,Virginia:AIAA, 2006:5367.
[10]	CSURGAI-HORVáTH L . Receiver station in budapest for Q/V band satellite site diversity and adaptive coding and modulation experiments with Alphasat[J]. International Journal of Satellite Communications and Networking, 2019,37(3): 149-162.
[11]	WU W H , LIU R Z , YANG Q H ,et al. Learning-based robust resource allocation for D2D underlaying cellular network[J]. IEEE Transactions on Wireless Communications, 2022,21(8): 6731-6745.
[12]	WU W H , LIU R Z , YANG Q H ,et al. Robust resource allocation for vehicular communications with imperfect CSI[J]. IEEE Transactions on Wireless Communications, 2021,20(9): 5883-5897.
[13]	VáZQUEZ áLVAREZ A J , ERWIN R S . Robust satellite range scheduling[M]. Cham: Springer, 2015: 107-128.
[14]	VAZQUEZ A J , SCOTT ERWIN R . Robust fixed interval satellite range scheduling[C]// Proceedings of 2015 IEEE Aerospace Conference. Piscataway:IEEE Press, 2015: 1-6.
[15]	TANI S , MOTOYOSHI K , SANO H ,et al. An adaptive beam control technique for diversity gain maximization in LEO satellite to ground transmissions[C]// Proceedings of 2016 IEEE International Conference on Communications (ICC). Piscataway:IEEE Press, 2016: 1-5.
[16]	EVANS B G . Satellite communication systems[M]. 3rd ed. Stevenage: IET, 1999.
[17]	Recommendation ITU-R. Propagation data and prediction methods required for the design of Earth-space telecommunication systems:P.618-8[S]. 2001.
[18]	Recommendation ITU-R. Specific attenuation model for use in prediction methods:P.839-3[S]. 2005.
[19]	CIANCA E , DE LUISE A , RUGGIERI M ,et al. Channel-adaptive techniques in wireless communications:an overview[J]. Wireless Communications and Mobile Computing, 2002,2(8): 799-813.

地面测控站
纬度：40.370°		经度：116.843°
卫星参数
卫星序号	轨道高度 /km	轨道倾角/(°)	升交点赤经/(°)
1	1 500	83.003	159.088
2	1 500	83.003	159.088
3	650	97.790	121.820
4	650	97.809	125.221
5	830	98.835	93.707
6	720	98.275	178.444
7	700	98.243	154.619
8	640	98.133	335.424
9	510	60.002	5.032
10	600	74.876	5.024
11	620	97.990	113.985
12	640	98.143	235.104
13	630	98.077	107.437
14	650	97.861	27.577
15	480	97.188	69.056
16	660	98.105	303.466
17	1 200	100.314	22.686
18	1 000	63.431	25.163
19	1 000	63.422	24.713
20	1 000	63.424	25.341

卫星网络测控资源鲁棒调度方法

Robust Scheduling Method of TT＆C Resource in Satellite Network

在线阅读

pdf下载

可视化

摘要/Abstract

引用本文

使用本文

图/表 8

参考文献 19

相关文章 13

Metrics

推荐阅读 0

[1]	薛文浩, 潘恬, 卢诚承, 杨帆, 黄韬, 刘韵洁. 低轨卫星网络星间路由安全机制研究[J]. 天地一体化信息网络, 2023, 4(2): 13-23.
[2]	成思玥, 李浩然, 白卫岗, 周笛, 朱彦. 基于多智能体深度强化学习的测运控一体化资源调度方法[J]. 天地一体化信息网络, 2023, 4(1): 12-22.
[3]	沙沫, 孙凯旋, 何华森, 袁文科, 叶志成, 杨坚. 软件定义卫星网络辅助的空基网络多域路由策略[J]. 天地一体化信息网络, 2022, 3(3): 56-64.
[4]	刘志慧, 尉欢, 殷杰, 王俊义, 金世超, 董涛. LEO卫星网络中MEC服务管理与任务迁移优化方法[J]. 天地一体化信息网络, 2022, 3(3): 72-80.
[5]	李静玲, 黎军, 梁薇, 崔涛, 张怡. 卫星异质信息网络中节点重要度衡量方法[J]. 天地一体化信息网络, 2022, 3(2): 56-62.
[6]	李昀翰, 马建鹏, 何熊文, 张顺, 李红艳. 多层卫星网络动态接入技术[J]. 天地一体化信息网络, 2022, 3(1): 35-43.
[7]	李健, 薛开平, 卢汉成. 低轨小卫星网络中基于编码缓存的协同传输机制研究[J]. 天地一体化信息网络, 2021, 2(2): 20-27.
[8]	国晓博, 任智源, 程文驰, 纪哲. 低轨卫星网络中业务图驱动的星间协作计算方案[J]. 天地一体化信息网络, 2021, 2(2): 35-44.
[9]	张威, 吴涛, 马宏, 焦义文, 蔡洋. 智能一体化航天测运控网络发展探析[J]. 天地一体化信息网络, 2021, 2(2): 82-89.
[10]	刘畅, 魏文康, 李伟. 对地静止轨道卫星网络间的频率干扰分析计算问题[J]. 天地一体化信息网络, 2021, 2(1): 52-59.
[11]	杨文翰, 花国良, 冯岩, 李远付, 侯然然. 星链计划卫星网络资料申报情况分析[J]. 天地一体化信息网络, 2021, 2(1): 60-68.
[12]	王志浩,郎晓光,肖双爱. 高低轨混合卫星网络仿真技术研究[J]. 天地一体化信息网络, 2020, 1(1): 42-47.
[13]	贾敏,郭家,徐媚琳,郭庆,顾学迈. SDN/NFV架构下基于MPTCP协同SDN的空间网络资源调度技术[J]. 天地一体化信息网络, 2020, 1(1): 71-77.