With the increasing population of space objects,increasing complication of space systems,increasingrate of space events and increasing vagueness of space systems intention,the space security environment is becoming more complex,dynamic and uncertain and proposes more request on the coverage,fineness,timeliness and thoroughness of space situational awareness systems.Artificial intelligence technology can enhance the quality and speed of information acquisition,information processing,information presentation and information dissemination which provides vital support for space situational systems to meet the aforementioned requests.The application philosophy of data-driven and knowledge-driven,the application mode of human-machine learning from each other and interacting deeply,the application conditions of space security environment simulation should enhance to improve the application effects of artificial intelligence technology to space situational awareness systems.
ZHANG Chang-fang
,
BI Xing
. Demands and Recommendations for Applications of Artificial Intelligence to Space Situational Awareness[J]. Journal of Space Science and Experiment, 2021
, 21(2)
: 52
-57
.
DOI: 10.19963/j.cnki.2096-4099.2021.02.007
[1] 杜小平,耿文东,赵继广,等.空间态势感知基础[M].北京:国防工业出版社,2017.
[2] Celestrak.com.Satellite box score[EB/OL].http://celestrak.com/satcat/boxscore.php,2021-07-08.
[3] 赵志斌.美国太空态势感知装备体系研究[J].飞航导弹,2020(7):77—80.
[4] 张学阳,杨雅君,吕永申,等.天基智能集群关键技术及应用展望[C] //第六届中国指挥控制大会论文集(上册),2018.
[5] 陈建光,王聪,梁晓莉.国外软件定义卫星技术进展[J].卫星与网络,2018,4:50—53.
[6] 赵秋艳,胡朝斌,陈川,等.低轨大规模星座的机遇与挑战[J].空间碎片研究,2020,20(1):1—9.
[7] Pelton J.Security concerns related to smallsats,Space Situational Awareness (SSA),and Space Traffic Management (STM)[M].Handbook of Small Satellites,Springer Nature Switzerland AG 2019.
[8] 田甜,刘海印.美国航空航天局机器人在轨加注任务简析[J].中国航天,2019,4:42—47.
[9] 孙棕檀.欧洲“空间碎片移除”在轨试验任务简析[J].中国航天,2019,2:54—60.
[10] 简平,熊伟,李智.空间态势感知任务规划问题研究[C] //第四届中国指挥控制大会论文集.北京:电子工业出版社,2016.
[11] 胡云鹏,黎克波,陈磊.面向空间态势感知的天基可见光空间目标自主跟踪方法[J].中国科学:科学技术,2021,51(4):424—434.
[12] 杜扬钦.基于双目视觉卫星编队的空间态势感知关键技术研究[D].杭州:浙江大学,2020.
[13] 黄剑.低轨空间目标雷达探测信息处理技术[D].长沙:国防科技大学,2013.
[14] 朱丰,胡晓峰.基于深度学习的战场态势评估综述与研究展望[J].军事运筹与系统工程,2016,30(3):22—27.
[15] 高晓阳,王刚.基于深度学习的空天防御态势感知方法[J].火力与指挥控制,2018,43(8):8—12.
[16] 张永昌,王云鹏,刘培培,等.俄罗斯LUCH_Olymp卫星频繁机动变轨事件综合分析[J].航天电子对抗,2019,35(6):60—64.
[17] 强立,杨凡德,施令.空间态势认知产品生成及关键技术研究[J].指挥控制与仿真,2018,40(3):5—9,13.
[18] 张路平,裴李箫,芦伟,等.海域态势感知中的大数据应用探析[J].航天电子对抗,2019,35(6):38—41.
[19] 李婷婷,刁联旺,王晓璇.智能态势认知面临的挑战及对策[J].指挥信息系统与技术,2018,9(5):31—36.
[20] 李婷婷,刁联旺.智能化态势认知技术与发展建议[J].指挥信息系统与技术,2020,11(2):55—58.
[21] 朱丰,胡晓峰,吴琳,等.从态势认知走向态势智能认知[J].系统仿真学报,2018,30(3):761—770.