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A real time estimation method of degree of observability for linear system using Kalman filter

  • Jia Zhen Lu*
  • , Chun Xi Zhang
  • , Ting Yang Yan
  • *此作品的通讯作者
  • Beihang University

科研成果: 期刊稿件文章同行评审

摘要

In applications of state estimation in a linear system via kalman filter, a real time estimation method of degree of observability was proposed. Degree of observability could be obtained through matrix analysis during iterative computation of discrete Kalman filter without extra computation. The proposed method is very useful for filter design or online performance estimation. Principle of this estimation method was derived and efficiency was proved by contrast between single and double position ground alignment process of strapdown inertial system.

源语言英语
页(从-至)982-987
页数6
期刊Yuhang Xuebao/Journal of Astronautics
30
3
出版状态已出版 - 5月 2009

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