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SVD-TLS extending Prony algorithm for extracting UWB radar target feature

机译:SVD-TLS扩展Prony算法用于提取UWB雷达目标特征

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摘要

A new method, SVD-TLS extending Prony algorithm, is introduced for extracting UWB radar target features. The method is a modified classical Prony method based on singular value decomposition and total least squares that can improve robust for spectrum estimation. Simulation results show that poles and residuum of target echo can be extracted effectively using this method, and at the same time, random noises can be restrained to some degree. It is applicable for target feature extraction such as UWB radar or other high resolution range radars.
机译:引入了一种新的SVD-TLS扩展Prony算法,用于提取UWB雷达目标特征。该方法是基于奇异值分解和总最小二乘法的改进经典Prony方法,可以提高频谱估计的鲁棒性。仿真结果表明,该方法可以有效地提取目标回波的极点和残留,同时可以在一定程度上抑制随机噪声。它适用于目标特征提取,例如UWB雷达或其他高分辨率测距雷达。

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