阵元分集与SVD降噪
Receiver's Diveristy and SVD-based Noise Reduction
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摘要: 针对高距离分辨(HRR)雷达系统,提出了一种抑制噪声的方法。该方法引入辅助阵元接收目标回波形成测量矩阵,首先对该矩阵作奇异值分解(SVD),建立信号子空间和噪声子空间,然后对信号进行估计并重构出噪声受抑的测量矩阵,在重构矩阵中进行同相相加,降低噪声电平,以提高噪声背景下雷达检测和识别能力。Abstract: A novel approach of receiver's diversity for receiving echo signals scattered from a radar target is proposed, and application of singular value decomposition (SVD)to noise reduction is explored. This approach is used to enhance the ability of detection of a high resolution radar (HRR) when a traget is in a noisy environment, in which the ability of detection declines.Simulated data are given and the results shows the efficiency of this method in the reduction of noise.