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Numerical Experiments on Acoustic Full-Wave Inversion in Frequency Domain

机译:频域全波声波反演的数值实验

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摘要

We have developed a full-wave inversion method based on the acoustic wave-equation in frequency-do-main (FFWI) - Although this method is mathematically equivalent to the full-wave inversion in time-domain (TFWI), both the forward modeling and the model updating are performed in the frequency-domain.The results of numerical studies show that the inversion using sparsely sampled frequency components can reconstruct accurate images. And accurate images can be obtained by the inversion using the only one frequency component if the difference between the phase spectra of the initial and the true models is small enough from a sufficiently low frequency to the frequency used for the inversion.In concluding, we propose the most optimum selection of frequency components for FFWI inversion. One should start an inversion procedure with an sufficiently low frequency component for the purpose of inversion stability. Finally, a high resolution result is obtained by adding several higher frequency components which are objectively selected by use of the maximum phase residual error as an indicator.Considering the computational cost of FFWI is almost proportional to the number of frequency components, one can easily reduce the computational cost by using limited number of frequency components.
机译:我们已经开发了一种基于频域声波方程(FFWI)的全波反演方法-尽管该方法在数学上等同于时域全波反演(TFWI),但两者都是正向建模数值研究结果表明,利用稀疏采样的频率分量进行反演可以重构出准确的图像。如果初始模型和真实模型的相位谱之间的差异从足够低的频率到用于反演的频率足够小,则仅使用一个频率分量即可通过反演获得准确的图像。 FFWI反演的最佳频率分量选择。为了反转稳定性,应该以足够低的频率分量开始反转程序。最后,通过添加几个高频分量获得高分辨率的结果,这些高频分量是通过使用最大相位残留误差作为指标客观地选择的。考虑到FFWI的计算成本几乎与频率分量的数量成正比,因此可以很容易地降低通过使用有限数量的频率分量来降低计算成本。

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