Multichannel blind deconvolution application to marine seismic

被引:0
作者
Nsiri, B [1 ]
Boucher, JM [1 ]
Chonavel, T [1 ]
机构
[1] ENST Bretagne, Dept SC, F-29285 Brest, France
来源
OCEANS 2003 MTS/IEEE: CELEBRATING THE PAST...TEAMING TOWARD THE FUTURE | 2003年
关键词
D O I
暂无
中图分类号
P7 [海洋学];
学科分类号
0707 ;
摘要
In seismic deconvolution, blind approaches must be considered in situations where the reflectivity sequence, the source wavelet signal and the noise power level are unknown. In this paper, we propose a new method of blind deconvolution involving a multichannel version of the SEM algorithm. We considerer that the reflectivity sequence is the same for each hydrophone receiver while the noise level may differ at each channel. Compared to blind deconvolution of a single seismic trace, multichannel processing provides a faster convergence of the estimated parameters and reflectivity sequence.
引用
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页码:2761 / 2766
页数:6
相关论文
共 10 条
[1]  
CELEUX G, 1989, STOCHASTICS STOCHAST, V22, P747
[2]   MAXIMUM LIKELIHOOD FROM INCOMPLETE DATA VIA EM ALGORITHM [J].
DEMPSTER, AP ;
LAIRD, NM ;
RUBIN, DB .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, 1977, 39 (01) :1-38
[3]   SAMPLING-BASED APPROACHES TO CALCULATING MARGINAL DENSITIES [J].
GELFAND, AE ;
SMITH, AFM .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1990, 85 (410) :398-409
[4]   STOCHASTIC RELAXATION, GIBBS DISTRIBUTIONS, AND THE BAYESIAN RESTORATION OF IMAGES [J].
GEMAN, S ;
GEMAN, D .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1984, 6 (06) :721-741
[5]   MULTICHANNEL SEISMIC DECONVOLUTION [J].
IDIER, J ;
GOUSSARD, Y .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1993, 31 (05) :961-979
[6]   A STOCHASTIC ALGORITHM FOR PARAMETRIC AND NONPARAMETRIC-ESTIMATION IN THE CASE OF INCOMPLETE DATA [J].
LAVIELLE, M .
SIGNAL PROCESSING, 1995, 42 (01) :3-17
[7]  
Mendel JM, 1990, MAXIMUM LIKELIHOOD D
[8]  
Robert C. P., 1994, BAYESIAN CHOICE
[9]  
ROBINSON EA, 1980, GEOPHYSICAL SIGNAL A
[10]  
ROSEC O, 2003, IN PRESS IEEE OCEANI