一类有效的固定点平滑方法及其应用
A Efficient Fixed-point Smoother and its Applications
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摘要: 根据Meditch和Rauch固定点平滑公式,给出了一种有效的固定点平滑新算法.在该 算法中,减少了增益阵中两个n×n矩阵之积,并且大幅度减少了平滑所需滤波计算量.结果 分析表明,新方法虽然与Mediteh、Rauch方法在代数上等价,但计算效率为Meditch方法 的两倍以上.Abstract: An efficient fixed-point smoothing method is presented in this paper, which is based on Miditch's and Rauch's fixed-point formulae. In the new algorithm, the multiplications of two n X n matrices are avoided and the computations of the filter for present smoother is simplified greatly. The results of computation analysis show that the efficiency of present method is more than 2 times as fast as that of Midtch's method. For its application, a new aircraft motion equation is given and accuracy of aerodymamic coefficient identification can be obtained by using the outputs carried out by the present algorithm.
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Key words:
- Kalman filter /
- fixed-point smoothing /
- flight test
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