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应用小波变换于电磁场目标后向散射信号的时频图分析
The Application of Wavelet Transform to Time-Frequency Analysis of Transient Electromagnetic Backscatter Signals
【摘要】 本文将Morlet小波用于电磁场后向散射信号的时频分析.为了更好地提高时频分析的时间和频率分辨率,我们对Morlet小波进行了改进,并合理地选择尺度的变化规律,数据结果证明无论在同时提高时频分辨率还是抗噪声能力上,改进的Morlet小波时频分析都优于短时傅里叶变换和Wigner-Ville分布。
【Abstract】 The Morlet wavelet analysis is applied to analyze the time-frequency properties of electromanetic backscattered signals from targets. To improve the time and frequency resolution,we construct a related wavelet with instantaneous frequency that increases linearly with time,and make the scale increase properly. Compared with the conventional short-time Fourier transform and Wigner-Ville distribution, the numerical results show that the wavelet time-frequency analysis provides high time resolution in the early-time high frequency resolution in the late-time,and high detectivity in nolses.
- 【文献出处】 电子学报 ,ACTA ELECTRONICA SINICA , 编辑部邮箱 ,1995年09期
- 【分类号】TN911.1
- 【被引频次】11
- 【下载频次】183