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《Chinese Journal of Geophysics》 2012-01
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Orthogonal time-frequency atom based fast matching pursuit for seismic signal

ZHANG Fan-Chang,LI Chuan-Hui School of Geoscience and Technology,China University of Petroleum,Qingdao 266555,China  
Matching pursuit can make adaptive decomposition according to the characteristics of seismic signal,but the computation is so enormous that it has not been widely used.This paper proposed a fast matching pursuit strategy with orthogonal time-frequency atoms.During the iteration procedure,this method fully used the local characteristics of seismic signal as a priori information points.Around the a priori information points,dynamic optimal search is used to find the best time-frequency atom.At the same time,the time-frequency atoms are orthogonally transformed to eliminate the redundant components in the atom dictionary.Eventually,the seismic signal is decomposed into a linear superposition of a series of orthogonal atoms.Test results show that this method not only maintains the precision of original matching pursuit,but also substantially improves its computational efficiency.
【Fund】: 国家973项目(2007CB209605)资助
【CateGory Index】: P631.44
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