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Data fusion techniques for incomplete measurement of trajectory
  • ISSN号:0217-9822
  • 期刊名称:《电子科学学刊:英文版》
  • 分类:O315[理学—一般力学与力学基础;理学—力学]
  • 作者机构:Natl Univ Def Technol, Dept Syst Sci & Math, Changsha 410073, Peoples R China
  • 相关基金:the National Natural Science Fvmdation of China (Grant No. 69872039).
作者: Jubo Zhu
中文摘要:

This paper focuses on data processing for incomplete measurement of trajectory (IMT) in aerospace measurement and control. The IMT means that the principal equipment loses the measured data during some intervals so that trajectory parameters (position, velocity, etc.) cannot be determined independently. Based on a joint model for trajectory estimation with reduced parameter, a fusion way is put forth by making full use of measured data from auxiliary equipment with lower precision. In the superposition intervals of measurement between principal and auxiliary equipment, the technique of diagnosing and estimating system errors is applied to improving the estimate precision of trajectory parameters (TP) and determining the precision after data fusion. In practical test, this method operates so successfully that it can not only provide complete TP but improve their precision remarkably. Meanwhile, this way is also applicable to other problems of incomplete measurement.

英文摘要:

This paper focuses on data processing for incomplete measurement of trajectory (IMT) in aerospace measurement and control. The IMT means that the principal equipment loses the measured data during some intervals so that trajectory parameters (position, velocity, etc.) cannot be determined independently. Based on a joint model for trajectory estimation with reduced parameter, a fusion way is put forth by making full use of measured data from auxiliary equipment with lower precision. In the superposition intervals of measurement between principal and auxiliary equipment, the technique of diagnosing and estimating system errors is applied to improving the estimate precision of trajectory parameters (TP) and determining the precision after data fusion. In practical test, this method operates so successfully that it can not only provide complete TP but improve their precision remarkably. Meanwhile, this way is also applicable to other problems of incomplete measurement.

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期刊信息
  • 《电子科学学刊:英文版》
  • 主管单位:中国科学院
  • 主办单位:中国科学院电子学研究所
  • 主编:朱敏慧
  • 地址:北京2702信箱
  • 邮编:100080
  • 邮箱:jc@mail.ie.ac.cn
  • 电话:010-62551772
  • 国际标准刊号:ISSN:0217-9822
  • 国内统一刊号:ISSN:11-2003/TN
  • 邮发代号:
  • 获奖情况:
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,荷兰文摘与引文数据库,英国科学文摘数据库
  • 被引量:73