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SEPARATION OF BLENDED DATA BY SPARSE INVERSION BASED ON THE RECIPROCITY THEOREM

机译:基于相似性定理的稀疏反演分离混合数据

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摘要

Recently a great cnange or mindset in seismic acquisition has occurred and much attention has been drawn to blended acquisition. Different sources at several locations are shot in an overlapping fashion and blended records are acquired, so that acquisition efficiency and potentially image quality can be significantly improved. The key factor of Wended acquisition is source separation, which is the procedure of recovering data as if they were acquired in the conventional survey. From the mathematics point of view, it can be formulated as solving an underdetermined equation such as Ax = b, yet a simple least-square inversion is only able to get pseudodeblend data where the blending noises are not able to be removed. In this paper we find that in the 2D regularization acquisition system, the blended data in common receiver domain can be simply connected with that in common source domain according to the reciprocity theorem, so that the above equation would be more determined to be solved. While in the implementation procedure, spgL1 norm basic pursuit sparse inversion algorithm is utilized calculating the reflection coefficients of the single source data, and then the deblended data are acquired via convolution. Ideal results could be produced in field data tests.
机译:最近,在地震采集中发生了很大的麻烦或心态,并且已经引起人们对混合采集的极大关注。以重叠的方式拍摄几个位置的不同源,并采集混合记录,因此可以显着提高采集效率和潜在的图像质量。 Wended采集的关键因素是源分离,这是恢复数据的过程,就像在常规调查中一样。从数学的角度来看,可以将其公式化为求解诸如Ax = b之类的欠定方程,但是简单的最小二乘反演只能获得无法消除混合噪声的伪混合数据。在本文中我们发现,在二维正则化采集系统中,根据互易性定理,可以将公共接收器域中的混合数据与公共源域中的混合数据简单地联系起来,从而可以更确定地求解上述方程。在实现过程中,利用spgL1范数基本追踪稀疏反演算法计算单个源数据的反射系数,然后通过卷积获取去模糊数据。在现场数据测试中可以产生理想的结果。

著录项

  • 来源
    《Journal of Seismic Exploration》 |2013年第3期|209-222|共14页
  • 作者单位

    College of Geo Exploration Science and Technology, Jilin University, Changchun 130026, P.R. China;

    College of Geo Exploration Science and Technology, Jilin University, Changchun 130026, P.R. China;

    College of Geo Exploration Science and Technology, Jilin University, Changchun 130026, P.R. China,Chinese Academy of Geological Sciences, Beijing 100000, P.R. China;

    Sinopec Petroleum Geophysical Research Institute, Nanjing 210014, PR. China;

    College of Geo Exploration Science and Technology, Jilin University, Changchun 130026, P.R. China;

    College of Geo Exploration Science and Technology, Jilin University, Changchun 130026, P.R. China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    blended data; source separation; underdetermined equation; reciprocity theorem; L1 norm basic pursuit;

    机译:混合数据;源分离;欠定方程互易定理L1规范的基本追求;

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