A Topographic Kirchhoff Dynamic Focused Beam Migration Method Based on Compressed Sensing

被引:5
|
作者
Sun, Hui [1 ,2 ,3 ]
Yang, Feilong [4 ]
Meng, Fanchang [5 ]
Zhang, Zhihou [1 ,2 ]
Gao, Cheng [6 ]
Liu, Mingchen [7 ]
机构
[1] Southwest Jiaotong Univ, Fac Geosci & Environm Engn, Chengdu 611756, Sichuan, Peoples R China
[2] Southwest Jiaotong Univ, MOE Key Lab High speed Railway Engn, Chengdu 610031, Sichuan, Peoples R China
[3] Univ Elect Sci & Technol China, Sch Resources & Environm, Chengdu 611731, Sichuan, Peoples R China
[4] Xian Shiyou Univ, Sch Earth Sci & Engn, Xian 710065, Shaanxi, Peoples R China
[5] Chinese Acad Sci, Inst Geol & Geophys, Beijing 100029, Peoples R China
[6] Inner Mongolia Univ Technol, Sch Mines, Hohhot 010051, Peoples R China
[7] Jilin Univ, Coll Geoexplorat Sci Technol, Changchun 130026, Jilin, Peoples R China
来源
IEEE ACCESS | 2018年 / 6卷
关键词
Signal processing; compressive sensing (CS); seismic imaging method; Kirchhoff beam migration; dynamic focused beam; DEPTH MIGRATION; TRUE-AMPLITUDE; TRAVEL-TIME; SUMMATION; MEDIA; EQUATION; DOMAIN;
D O I
10.1109/ACCESS.2018.2873174
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Kirchhoff beam migration (KBM) is a ray-based seismic imaging method, which can handle multi-arrivals caused by model complexity. Apart from its high imaging precision, it also retains the merits of Kirchhoff migration, such as efficiency, stability, and flexibility. However, two issues should be taken into consideration when this method is expanded to the complicated surface conditions: first, the computational accuracy deficiency of the original local plane-wave decomposition method cannot suit for low signal-to-noise ratio seismic data; second, as the rays traveling, the beam width increases rapidly, which cannot guarantee the computational accuracy of the corresponding grid points' attribute information. In addition, the insufficient coverage of the beam in the shallow part of the model might affect the imaging quality of this region. Kirchhoff dynamic focused beam migration based on compressed sensing is proposed to resolve these two problems. For the first problem, the local plane-wave decomposition method based on compressed sensing is introduced into KBM to enhance its computational accuracy. To solve the second problem, this paper adopts the dynamic focused beam to replace the original simplified Gaussian beam in the migration method, control the divergence of beam, and increase the coverage of beam in the shallow part of the model. Both Marmousi model and Canadian Foothills model are employed in this paper to test the new migration imaging method.
引用
收藏
页码:56666 / 56674
页数:9
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