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Parametric sparse representation method for ISAR imaging of rotating targets

机译:旋转目标ISAR成像的参数稀疏表示方法

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摘要

Based on the linear relationship between the chirp rate of cross-range inverse synthetic aperture radar (ISAR) signal and the slant range, a parametric sparse representation method is proposed for ISAR imaging of rotating targets. The ISAR echo is formulated as a parametric joint-sparse signal and the chirp rates at all range bins are estimated by maximizing the contrast of sparse ISAR image. Comparing with homologous algorithms, the computational complexity of the proposed method is significantly reduced.
机译:基于跨距离逆合成孔径雷达(ISAR)信号的线性调频率与斜距之间的线性关系,提出了一种参数稀疏表示方法,用于旋转目标的ISAR成像。将ISAR回波公式化为参数化联合稀疏信号,并通过最大化稀疏ISAR图像的对比度来估算所有测距区间的线性调频率。与同类算法相比,该方法的计算复杂度大大降低。

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