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ANALYTIC SYNTHESIS OF AKALMAN ADAPTIVE FILTER ON THE BASIS OF IRREGULAR PRECISE MEASUREMENTS

机译:基于不规则精确测量的AKALMAN自适应滤波器的解析合成

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摘要

The problem of construction of an adaptive discrete Kalman filter is analytically solved with the use of irregular precise measurements. It is shown that the possibility of irregular precise measurements makes it possible to precisely determine the parameters of the filter (gain and adaptation factor) within the stage of their appearance and guarantees the error of estimation equal to zero. The indicated reconstruction of the parameters of the estimation algorithm significantly improves its convergence.
机译:自适应离散卡尔曼滤波器的构造问题通过使用不规则的精确测量来解决。结果表明,不规则精确测量的可能性使得可以在其出现阶段内精确确定滤波器的参数(增益和自适应因子),并保证估计误差为零。所指示的估计算法参数的重构显着改善了其收敛性。

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