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离散小波框架消除瞬态散射回波噪声
Digital wavelet frame denoise the transient scatter response signals
【摘要】 利用离散小波框架(DWF)结合非线性软阈值方法对瞬态雷达反射回波信号进行去噪处理。通过对模拟雷达散射回波信号去噪,并与传统的傅立叶方法,样条拟合,标准正交Daubechies小波基,sym4小波基,双正交bior2.2小波基法进行了数据对比,表明该方法对瞬态非平稳信号去噪效果更为明显。
【Abstract】 This paper uses the digital wavelet frame (DWF) combined with nonlinear soft-thresholding method to denoise the transient scatter response signal. Through simulate the radar scatter response signal,compared to the traditional Fourier truncation,spline fitting,standardOrthogonal Daubechies wavelet bases,sym4 wavelet base,biorthogonal bior(2,2) wavelet base.The result shows this method is better in denoising the transient unplacidity signals.
【关键词】 小波框架;
软阀值;
去噪;
正交小波;
【Key words】 wavelet frame; soft-thresholding; denoise; orthogonal wavelets;
【Key words】 wavelet frame; soft-thresholding; denoise; orthogonal wavelets;
【基金】 国家自然科学基金重点资助项目(69971001)
- 【文献出处】 安徽大学学报(自然科学版) ,Journal of Anhui University(Natural Sciences) , 编辑部邮箱 ,2003年01期
- 【分类号】TN957.54
- 【被引频次】5
- 【下载频次】69