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Waveform design for synthetic-aperture radarimaging through dispersive media

机译:色散介质合成孔径雷达成像的波形设计

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In this paper we analyze the problem of optimal waveform design for syntheticapertureradar (SAR) imaging through a dispersive medium. We use a scalar model for wave propagation, together with the single-scattering approximation, and we assume that measurements arepolluted with thermal noise whose statistics are known. For image formation, we use a filtered backprojectionalgorithm in which the filter is determined by knowledge of the power-spectral densities of the scene and noise. In this framework, we derive a waveform which is optimal in the sense of minimizing the mean-square-error of the reconstructed image. We show the results of simulationsfor the example of imaging point scatterers embedded in a certain dispersive background. We showthat for low signal-to-noise ratios, the optimal waveform resembles what is known as a precursor: awave that is generated from propagating ultrawideband waveforms through the medium.
机译:在本文中,我们分析了通过色散介质合成孔径雷达(SAR)成像的最佳波形设计问题。我们将标量模型与单散射近似一起用于波传播,并假定测量值被已知统计信息的热噪声污染。对于图像形成,我们使用滤波的反投影算法,其中滤波器是通过了解场景和噪声的功率谱密度来确定的。在此框架中,我们导出了在最小化重建图像均方误差的意义上最佳的波形。我们以嵌入一定色散背景中的成像点散射体为例,显示了仿真结果。我们表明,对于低信噪比,最佳波形类似于被称为前兆的波形:通过介质传播超宽带波形而产生的电波。

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