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反褶积与信噪比的关系研究 被引量:10

Study on the Relationship Between Deconvolution and Signal-to-Noise Ratio
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摘要 在地震资料数字处理中 ,分辨率与信噪比是一对相互制约的矛盾 ,为了在反褶积处理过程中控制信噪比 ,从理论上分析了反褶积后剖面信噪比降低的原因 .以不同相位子波为例 ,从时间域出发 ,利用最小平方反滤波原理计算出反褶积算子 ,并验证了反褶积后剖面信噪比的降低是受反子波能量的影响 .为了兼顾分辨率和信噪比 ,进而分析讨论了反褶积中的白噪化问题 ,提出可以用加入白噪的方法来控制信噪比 ,但白噪不易加入过大 ,否则 ,由于加入白噪后求出的反子波不再是原来子波的逆 。 After seismic record is deconvoluted, its resolution is decreased. In order to control profile signal-to-noise ratio in the processing of deconvolution, the cause is analyzed in theory why the signal-to-noise ratio is decreased after deconvolution. Some different phase wavelets are taken as examples, their deconvolution operators were calculated based on the principle of minimal-square-deconvolution. It is proven that the signal-to-noise ratio is controlled by the energy of the inverse wavelet after deconvolution, and the greater the energy, the more the signal-to-noise ratio is decreased. It is put forward that the drop of the signal-to-noise ratio can be controlled by adding white noise. But the white noise is can't be added too much, otherwise the increase of the signal-to-noise ratio is limited because the inverse wavelet obtained after the white noise is added is not the inverse of the original wavelet.
出处 《西安石油学院学报(自然科学版)》 CAS 2002年第4期24-27,共4页 Journal of Xi'an Petroleum Institute(Natural Science Edition)
关键词 反褶积 信噪比 地震资料处理 分辨率 滤波 白噪化 deconvolution signal-to-noise ratio resolution filtering white noise
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参考文献2

  • 1李庆忠.走向精确勘探的道路[M].北京:石油工业出版社,1993.161.
  • 2程乾生.信噪比与分辨率及线性滤波与反滤波[J].石油地球物理勘探,1987,22(6):636-643.

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