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Constant gain analysis for discrete tracking filters

机译:离散跟踪滤波器的恒定增益分析

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An analysis of discrete constant gain alpha - beta - gamma tracking filters is presented. Through the use of a symbolic manipulation program, a steady-state closed-form solution is obtained for key error covariance elements. This in turn allows for a straight-forward calculation of the tracking filter gains without resorting to solving a discrete matrix Ricatti equation until steady-state values have been achieved. Gain variation as a function of process noise, measurement noise, and sampling time is also investigated.
机译:提出了对离散恒定增益α - β - 伽马跟踪过滤器的分析。通过使用符号操作程序,获得稳态闭合解决方案,用于关键误差协方差元素。这又允许在不诉诸离散矩阵Ricatti方程的情况下直接计算跟踪滤波器增益,直到实现稳态值。还研究了作为过程噪声,测量噪声和采样时间的函数的增益变化。

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