Space infrared tracking of a hypersonic cruise vehicle using an adaptive scaling UKF

被引：0
作者：
Liu J. [1 ]
Luo Q. [1 ]
Lou J. [1 ]
Li Y. [1 ]
机构：
[1] Province Key Laboratory of Aircraft Swarm Intelligent Sensing and Cooperative Control, University of Electronic Science and Technology of China, Chengdu
来源：
Aerospace Systems | 2020年 / 3卷 / 4期
关键词：
Adaptive scaling UKF; Hypersonic cruise vehicle; Satellite constellation; Space infrared tracking;
D O I：
10.1007/s42401-020-00061-y
中图分类号：
学科分类号：
摘要：
To perform surveillance of a hypersonic cruise vehicle (HCV), space-based infrared system is a reliable and feasible means, which has been putting on the schedule for providing positioning and tracking information of the high-altitude unmanned vehicles. In this paper, a space-based HCV tracking method based on infrared satellite constellation is proposed. The method contains three main parts: constellation coverage analysis, a bearing-only positioning algorithm, and a tracking algorithm. For target tracking, an adaptive scaling unscented Kalman filter (ASUKF) is applied for high estimation performance. Simulation results are presented to show the effectiveness of the method. © 2020, Shanghai Jiao Tong University.
引用
收藏
页码：287 / 296
页数：9
相关论文
共 20 条
  • [1] Li W.J., Yan S.Q., Wang C.L., Ouyang Y., SBIRS: Missions challenages and opportunities, Proceedings of IEEE International Conference on Cloud Computing and Big Data Analysis, Chengdu, China, pp. 363-3679, (2019)
  • [2] IEEE Aerospace Conference Snowmass vol. 4. Aspen CO USA, Pp 429-438, (1997)
  • [3] Smith M.S., Military Space Programs: Issues concerning Dod's SBIRS and STSS Programs, (2005)
  • [4] Morgan B.L., Exploratory model analysis of the space based infrared system (SBIRS) low global scheduler problem, Master of Science in Operations Research, Naval Postgraduate School of United States, (1999)
  • [5] Li J.Z., Wu M.Q., Li X.Y., Two satellites positioning method of AGPS with Marquardt algorithm, J Beijing Univ Posts Telecommun, 32, 2, pp. 39-42, (2009)
  • [6] Li Z., Zhang H., Che H., A new positioning method by two GNSS satellites and relative position constraint, 2016 IEEE Chinese Guidance Navigation and Control Conference (CGNCC), Nanjing, China, pp. 681-686, (2016)
  • [7] Li J., Two satellites positioning algorithm based on AGPS system with two clock bias, 2010 2Nd International Conference on Computer Engineering and Technology, pp. V2-416, (2010)
  • [8] Fang H., Tian N., Wang Y., Zhou M., Haile M.A., Nonlinear bayesian estimation: from Kalman filtering to a broader horizon, IEEE/CAA J Automatica Sinica, 5, 2, pp. 401-417, (2018)
  • [9] Julier S.J., Uhlmann J.K., Durrant-White H.F., A new method for the nonlinear transformation of means and covariances in filters and estimators, IEEE Trans Autom Control, 45, 3, pp. 477-482, (2000)
  • [10] Dunik J., Simandl M., Straka O., Unscented kalman filter: aspects and adaptive setting of scaling parameter, IEEE Trans Autom Control, 57, 9, pp. 2411-2416, (2012)
12