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基于小波变换与小波包变换的降噪方法比较
Comparison of noise reduction method based on wavelet transform and wavelet packet transform
【摘要】 在模拟地震记录信号中加入信噪比为17的高斯白噪声,然后分别采用小波降噪和小波包降噪方法,对含噪信号进行降噪处理。在不同降噪阈值下,比较降噪后信号的信噪比。结果表明:在同一降噪阈值下,小波包降噪后信号的信噪比高于小波降噪后信号的信噪比,而且采用wbmpen方法给定的阈值明显可以提高降噪后信号的信噪比。
【Abstract】 We add white gaussian noise to analog seismic signal with signal-to-noise ratio of 17. Then, we reduce noise of the signal using the method based on wavelet transform and wavelet packet transform.And, we compare the value of signal-to-noise ratio after noise reduction by one method with that by the other under different threshold.Then, we obtain the result. The value of signal-to-noise ratio after noise reduction based on wavelet packet transform is higher than that based on wavelet transform.Furthermore, it is obviously raised that the value of signal-to-noise ration after noise reduction using the method of wbmpen.
【Key words】 wavelet transformation; wavelet packet transform; seismic wavelet; noise reduction;
- 【文献出处】 地震地磁观测与研究 ,Seismological and Geomagnetic Observation and Research , 编辑部邮箱 ,2010年04期
- 【分类号】P315.73
- 【被引频次】8
- 【下载频次】56