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  • 标题:Application of adaptive Kalman filtering algorithm in IMU/GPS integrated navigation system
  • 本地全文:下载
  • 作者:Weiguang Gao ; Yuanxi Yang ; Xianqiang Cui
  • 期刊名称:Geo-spatial Information Science
  • 印刷版ISSN:1009-5020
  • 电子版ISSN:1993-5153
  • 出版年度:2007
  • 卷号:10
  • 期号:1
  • 页码:22-26
  • DOI:10.1007/s11806-007-0019-y
  • 出版社:Taylor and Francis Ltd
  • 摘要:The IMU(inertial measurement unit) error equations in the earth fixed coordinates are introduced firstly. A fading Kalman filtering is simply introduced and its shortcomings are analyzed, then an adaptive filtering is applied in IMU/GPS integrated navigation system, in which the adaptive factor is replaced by the fading factor. A practical example is given. The results prove that the adaptive filter combined with the fading factor is valid and reliable when applied in IMU/GPS integrated navigation system.
  • 关键词:integrated navigation; adaptive filtering; fading filtering; the earth fixed coordinates
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