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Robust Channel Phase Error Calibration Algorithm for Multichannel High-Resolution and Wide-Swath SAR Imaging

机译:用于多通道高分辨率和宽幅SAR成像的鲁棒通道相位误差校准算法

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摘要

High-resolution and wide-swath synthetic aperture radar (SAR) imaging can be achieved by the azimuth multichannel system. The minimum variance distortionless response (MVDR) beamformer can be utilized to suppress azimuth ambiguities. However, the presence of channel phase errors significantly deteriorates the performance of the azimuth multichannel SAR system. Instead of employing subspace techniques, this letter proposes a robust channel phase error calibration algorithm via maximizing the MVDR beamformer output power. Compared with the conventional subspace-based calibration methods, there is no redundancy of channels required to estimate the subspaces in the proposed algorithm. Also, the proposed algorithm is relatively robust, because it avoids the subspace swap phenomenon, which probably takes place at low signal-to-noise ratios for the subspace techniques. Moreover, the proposed method has the advantage of estimating the channel phase errors without covariance matrix decomposition, which reduces the computation load. The simulation experiments and the real data processing validate the effectiveness of the proposed calibration method.
机译:方位角多通道系统可以实现高分辨率和广域合成孔径雷达(SAR)成像。最小方差无失真响应(MVDR)波束形成器可用于抑制方位模糊度。但是,信道相位误差的存在显着降低了方位多信道SAR系统的性能。代替采用子空间技术,这封信提出了一种通过最大化MVDR波束形成器输出功率的鲁棒信道相位误差校准算法。与传统的基于子空间的校准方法相比,在所提出的算法中不存在估计子空间所需的通道冗余。而且,所提出的算法是相对健壮的,因为它避免了子空间交换现象,该现象很可能发生在子空间技术的低信噪比下。此外,所提出的方法具有估计信道相位误差而无需协方差矩阵分解的优点,这减少了计算量。仿真实验和实际数据处理验证了所提出的校准方法的有效性。

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