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稳健的多通道 SA R/GM TI 通道盲均衡算法

         

摘要

对于实际的多通道合成孔径雷达(Synthetic Aperture Radar ,SAR)系统,各接收通道响应之间不可避免地存在着一定程度的幅度和相位误差,为了得到较为满意的地面动目标显示(Ground Moving Target Indication ,GMTI )性能,通常都会在杂波抑制之前对通道间的幅度相位误差进行有效地校正。本文在基于回波数据相关矩阵特征分解的通道盲均衡算法基础上,结合降维处理技术及中值估计方法,提出一种稳健的多通道SAR/GMTI通道盲均衡算法。实测数据实验结果表明:与原通道盲均衡算法相比,本文所提算法不但收敛速度快,而且算法的有效性不受样本集中目标信号的影响。%The channel mismatch is often inevitable for the actual multi-channel synthetic aperture radar/ground moving tar-get indication (SAR/GMTI ) system .Consequently ,to enhance GMTI performance ,the channel mismatch must be effectively cali-brated .A robust channel blind equalization algorithm is investigated .This proposed algorithm is on the basis of the classical channel blind equalization algorithm with eigen-decomposition of data covariance matrix ,and combines reduced-dimension processing and median estimate .Experimental results on measured SAR data demonstrate that compared with the conventional algorithm ,this pro-posed algorithm not only shows a faster convergence rate but also exhibits convergence-robustness to targets in the training sample data .

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