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MTRC Compensation in High-resolution ISAR Imaging via Improved Polar Format Algorithm

机译:改进的极坐标格式算法在高分辨率ISAR成像中的MTRC补偿

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Migration through resolution cells (MTRC) is generated in high-resolution inverse synthetic aperture radar (ISAR) imaging. A MTRC compensation algorithm for high-resolution ISAR imaging based on improved polar format algorithm (PFA) is proposed in this paper. Firstly, in the situation that a rigid-body target stably flies, the initial value of the rotation angle and center of the target is obtained from the rotation of radar line of sight (RLOS) and high range resolution profile (HRRP). Then, the PFA is iteratively applied to the echo data to search the optimization solution based on minimum entropy criterion. The procedure starts with the estimated initial rotation angle and center, and terminated when the entropy of the compensated ISAR image is minimized. To reduce the computational load, the 2-D iterative search is divided into two 1 -D search. One is carried along the rotation angle and the other one is carried along rotation center. Each of the 1-D searches is realized by using of the golden section search method. The accurate rotation angle and center can be obtained when the iterative search terminates. Finally, apply the PFA to compensate the MTRC by the use of the obtained optimized rotation angle and center. After MTRC compensation, the ISAR image can be best focused. Simulated and real data demonstrate the effectiveness and robustness of the proposed algorithm.
机译:在高分辨率逆合成孔径雷达(ISAR)成像中会生成通过分辨率单元(MTRC)的迁移。提出了一种基于改进极性格式算法(PFA)的高分辨率ISAR成像MTRC补偿算法。首先,在刚体目标物稳定飞行的情况下,目标物的旋转角度和中心点的初始值是从雷达视线(RLOS)和高分辨分辨率轮廓线(HRRP)的旋转中获得的。然后,将PFA迭代应用于回波数据,以基于最小熵准则搜索优化解。该过程从估计的初始旋转角度和中心开始,并在补偿的ISAR图像的熵最小时终止。为了减少计算量,将二维迭代搜索分为两个一维搜索。一个沿旋转角度承载,另一个沿旋转中心承载。通过使用黄金分割搜索方法来实现每个1-D搜索。当迭代搜索终止时,可以获得准确的旋转角度和中心。最后,通过使用获得的最佳旋转角度和中心,应用PFA补偿MTRC。经过MTRC补偿后,ISAR图像可以得到最佳聚焦。仿真和真实数据证明了该算法的有效性和鲁棒性。

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