分数阶傅里叶域线性调频信号的自适应时变滤波器

Qi Lin, Tao Ran, Z. Siyong, Wang Yue
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引用次数: 17

摘要

本文的目的是提出一种滤波嵌入高斯白噪声的线性调频信号的自适应方法。所提出的方法是基于这样一种思想,即信号的分数阶傅里叶变换相当于在时频平面上旋转信号。从计算复杂度和信噪比改进系数两方面评价了该方法的性能。理论分析和仿真结果验证了该方法的有效性。结果表明,该方法不仅能显著提高信噪比,还能容忍信号失真,而且与其他两种时频滤波算法相比,具有计算简便、实现简单的优点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive time-varying filter for linear FM signal in fractional Fourier domain
The aim of the paper is to propose an adaptive method for filtering the linear FM signal embedded in white Gaussian noise. The proposed approach is based on the idea that the fractional Fourier transform for a signal is equivalent to rotating the signal on the time-frequency plane. The performance of the method is evaluated in terms of computational complexity and SNR improvement factor. Some theoretic analysis and simulation results are included to demonstrate the validity of the method. The results show that remarkable SNR improvement and tolerable signal distortion are obtained and, compared with two other dimension time-frequency filtering algorithms, the method is easy in computation and simple in implementation.
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