基于分数阶傅里叶变换的啁啾信号参数估计

Q4 Computer Science
Hong-xin ZHANG , Hong-da LIU , Si CHEN , Ying ZHANG , Xu-ying WANG
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引用次数: 7

摘要

本课题的目的是对啁啾信号进行分数阶傅里叶变换(FrFT),实现对不同啁啾信号的检测和参数估计。在FrFT的应用中,提出了预估计方法来提高参数估计中的峰值搜索速度,并选择了合适的维数归一化方法。为此,提出了一种更快、更有效的预估计搜索方法,可以同时估计出调频斜率、中心频率和幅值等参数。仿真结果表明,该方法可以实现多分量啁啾信号的参数估计,并能成功地识别混合信号。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Parameter estimation of chirp signals based on fractional Fourier transform

The purpose of this project is to implement the fractional Fourier transform (FrFT) on chirp signals and realize the detection and parameter estimation of different chirp signals. In the application of FrFT, pre-estimated method is proposed in this paper to improve the speed of peak searching in the parameter estimation, and suitable dimensional normalization method is selected. So that, a faster and more effective pre-estimation searching method is proposed, and the parameters such as the frequency modulation slope, center frequency, and amplitude can be estimated at the same time. From the simulation results, the estimation of parameters for multi-components chirp signals can be actualized based on FrFt, and the mixed signals can be identified successfully.

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CiteScore
0.50
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1878
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