ISAR信号幅值方形中不变参数的最小均方误差估计

A. Lazarov
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引用次数: 0

摘要

采用最小均方误差(MMSE)方法估计了逆合成孔径雷达(ISAR)信号的方形幅值的不变几何参数和运动参数。建议。这种方法是用于ISAR信号处理的相关光谱技术的替代方法。这种计算方法是基于最小化均方根误差来逼近方形ISAR信号的振幅。导出了在ISAR模式中以直线轨迹运动的物体反射的ISAR信号的方形振幅的解析表达式。构造了计算MMSE参数提取过程。定义了求值不变参数的向量。从计算过程中得到了确定矩阵元素的解析表达式。仿真实验验证了该算法的有效性。MMSE方法揭示了在不变几何参数值域中直接重建物体几何形状的可能性。所提出的近似参数提取MMSE技术在逆孔径合成的理论和实践中都可以应用于图像重建。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Minimum mean square error estimates of invariant parameters in the quadrate of ISAR signal amplitude
A minimum mean square error (MMSE) method for estimation of the invariant geometric and kinematic parameters of the quadrate amplitude of the inverse synthetic aperture radar (ISAR) signal. is suggested. This method is an alternative to the correlation-spectral techniques used for ISAR signal processing. This computational technique is based on minimizing the mean square error in the approximation of the quadrate ISAR signal amplitude. An analytical expression of the quadrate amplitude of the ISAR signal, reflected by an object moving in a rectilinear trajectory in the ISAR pattern, is derived. The computational MMSE parameter extraction procedure is structured. The vector of the evaluated invariant parameters is defined. Analytical expressions for determining the elements of the matrixes from the calculating procedure are obtained. A simulation experiment proving the efficiency of the developed algorithm is performed. The MMSE method reveals the possibility for direct reconstruction of the object's geometry in the field of values of the invariant geometric parameters. The worked out approximation parameter extraction MMSE technique can be applied for image reconstruction in the theory and practice of inverse aperture synthesis.
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