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  • 标题:Profile-based Maximum Penalised Likelihood Trajectory Estimation from Space-borne LOS Measurements
  • 本地全文:下载
  • 作者:Taihe Yi ; Zhen Shen ; Zhengming Wang
  • 期刊名称:Defence Science Journal
  • 印刷版ISSN:0976-464X
  • 出版年度:2016
  • 卷号:66
  • 期号:3
  • 页码:278-286
  • 语种:English
  • 出版社:Defence Scientific Information & Documentation Centre
  • 摘要:Estimating the boost-phase trajectory of a ballistic missile using line of sight measurements from space-borne passive sensors is an important issue in missile defense. A well-known difficulty of this issue is the poor-observability of the target motion. A profile-based maximum penalised likelihood estimator is presented, which is expected to work in poor-observability scenarios. Firstly, a more adaptable boost-phase profile is proposed by introducing unknown parameters. Then, the estimator is given based on the Bayesian paradigm. After that, a special penalty for box constraint is constructed based on a mixed distribution. Numerical results for some typical scenarios and sensitivity with respect to a priori information are reported to show that the proposed estimator is promising.
  • 关键词:Trajectory estimation;poor-observability;pseudo-measurements;Likelihood estimator
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