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Estimating range and time varying Doppler centroids with Kalman filters

机译:用卡尔曼滤波器估算范围和时间变化多普勒质心

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Doppler centroid estimation for synthetic aperture radar is range and time varying problem which cannot be completely solved by the classical Doppler estimation techniques. Problems arise because of the Doppler centroid slant range dependence. Also high attitude drift rates of the SAR carrier yield unpredictable Doppler centroid histories which vary drastically with time. To overcome these problems the author presents an approach for the unambiguous time varying Doppler centroid estimation using Kalman filters in the range frequency-azimuth time domain rather than the range position and azimuth time domain.
机译:合成孔径雷达的多普勒质心估计是通过经典多普勒估计技术不能完全解决的范围和时间变化问题。由于多普勒质心倾斜范围依赖性而出现问题。 SAR载体的高姿态漂移率不会产生不可预测的多普勒质心历史,随着时间的推移剧烈地差异。为了克服这些问题,作者在范围频率 - 方位点时域中的kalman滤波器而不是范围位置和方位时域中的kalman滤波器,提出了一种展示了明确时间变化的多普勒质心估计的方法。

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