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有色随机游动噪声模型下基于EM算法的同步卫星定轨

The EM Algorithm-Based Precise Orbit Determination of Geostationary Satellite in The Presence of Colored Random Walk Noises

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【作者】 彭军还陈磊李淑慧冯初刚

【Author】 Peng Junhuan~1,Chen Lei~1,Li Shuhui~1,Feng Chugang~2 1 Department of Surveying and Mapping,China University of Geosciences(Beijing),10083,Beijing 2 Shanghai Astronomical Observatory,Chinese Academy of Sciences,200030,Shanghai

【机构】 中国地质大学(北京)测绘工程系中科院上海天文台

【摘要】 <正>For the geostationary satellite of more than 30000 kilometers over the earth,its motion equation can be thought of as accurate because the impact of the figure and irregularity of the earth on the satellite can be neglected.When residuals show non-Gaussian,the factor can be attributed to the inaccuracy of the observational equation due to ionosphere,troposphere, instrumental errors and/or the others.This PaDer proposes the colored random walk model as the compensation to the observational equation in the presence of systematical errors.The corresponding EM batch processing algorithm is constructed to find the state parameters and systematical errors.The numerical result shows that the compensation model iS feasible for improving state parameters:the constructed EM algorithm iS efficient.

【Abstract】 For the geostationary satellite of more than 30000 kilometers over the earth,its motion equation can be thought of as accurate because the impact of the figure and irregularity of the earth on the satellite can be neglected.When residuals show non-Gaussian,the factor can be attributed to the inaccuracy of the observational equation due to ionosphere,troposphere, instrumental errors and/or the others.This PaDer proposes the colored random walk model as the compensation to the observational equation in the presence of systematical errors.The corresponding EM batch processing algorithm is constructed to find the state parameters and systematical errors.The numerical result shows that the compensation model iS feasible for improving state parameters:the constructed EM algorithm iS efficient.

  • 【会议录名称】 第一届中国卫星导航学术年会论文集(中)
  • 【会议名称】第一届中国卫星导航学术年会
  • 【会议时间】2010-05-19
  • 【会议地点】中国北京
  • 【分类号】V448.23
  • 【主办单位】中国卫星导航学术年会组委会
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