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Enhanced LPI Waveform Representation by Ambiguity-Domain Elliptical Gaussian Filtering

机译:通过模糊域椭圆高斯滤波增强的LPI波形表示

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摘要

ESM systems need to use sophisticated signal processing, such as time-frequency representation techniques, for the interception of nonstationary LPI radar signals. In this study, an adaptive filtering technique using an ambiguity-domain elliptical Gaussian kernel is proposed to increase the readability of pseudo-Wigner-Ville distribution based representations for LPI waveform parameter extraction purposes. The complexity and information content of the outputs obtained by the proposed method are evaluated by objective criteria, such as ratio of norms, Rényi entropy, and Jubisa measure. The results quantify efficient filtering performance under severe SNR conditions with lower computational complexity.
机译:ESM系统需要使用复杂的信号处理(例如时频表示技术)来拦截非平稳LPI雷达信号。在这项研究中,提出了一种使用模糊域椭圆高斯核的自适应滤波技术,以提高基于伪Wigner-Ville分布表示的可读性,用于LPI波形参数提取。通过客观标准(如规范比率,Renyny熵和Jubisa测度)评估通过所提出方法获得的输出的复杂性和信息内容。结果量化了在低SNR条件下具有较低计算复杂度的有效滤波性能。

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