Research output: Contribution to journal › Article › peer-review
Migration Velocity Analysis Using a Ray Method Asymptotics of the Double Square Root Equation. / Shilov, N. N.; Duchkov, A. A.
In: Journal of Applied and Industrial Mathematics, Vol. 18, No. 1, 13, 03.2024, p. 150-166.Research output: Contribution to journal › Article › peer-review
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TY - JOUR
T1 - Migration Velocity Analysis Using a Ray Method Asymptotics of the Double Square Root Equation
AU - Shilov, N. N.
AU - Duchkov, A. A.
N1 - The research was carried out within the framework of state assignments nos. FSUS-2022-0019 and FWZZ-2022-0017.
PY - 2024/3
Y1 - 2024/3
N2 - Seismic images of subsurface structures are the most valuable outcome of seismic dataprocessing. The image quality is strongly affected by the accuracy of background velocity model.In this paper, we develop a gradient-descent velocity update algorithm based on our originalhigh-frequency asymptotics of the Double Square Root equation, i.e., a special one-wayapproximation of the wave equation describing single-scattered wave field only. We propose a lossfunction consistent with widely adopted imaging condition and derive equations for its gradientcomputation. We test our method on noise-free synthetic datasets in 2D settings.
AB - Seismic images of subsurface structures are the most valuable outcome of seismic dataprocessing. The image quality is strongly affected by the accuracy of background velocity model.In this paper, we develop a gradient-descent velocity update algorithm based on our originalhigh-frequency asymptotics of the Double Square Root equation, i.e., a special one-wayapproximation of the wave equation describing single-scattered wave field only. We propose a lossfunction consistent with widely adopted imaging condition and derive equations for its gradientcomputation. We test our method on noise-free synthetic datasets in 2D settings.
KW - double square root equation
KW - perturbation theory
KW - ray method
KW - seismic inverse problem
KW - velocity analysis
UR - https://www.mendeley.com/catalogue/2a6c8d1a-823c-3057-8763-44946f7b21d3/
UR - https://www.scopus.com/record/display.uri?eid=2-s2.0-85191374789&origin=inward&txGid=5e5c9469d8ae87f5dec88e6a6bf1a629
UR - https://elibrary.ru/item.asp?id=67311804
U2 - 10.1134/S1990478924010137
DO - 10.1134/S1990478924010137
M3 - Article
VL - 18
SP - 150
EP - 166
JO - Journal of Applied and Industrial Mathematics
JF - Journal of Applied and Industrial Mathematics
SN - 1990-4789
IS - 1
M1 - 13
ER -
ID: 60747206