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《Progress in Geophysics》 2007-05
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A general description of matching pursuits decomposition method

CHEN Fa-yu,SHANG Yong-sheng,YANG Chang-chun(Institute of Geology and Geophysics,Chinese academy of Sciences,Beijing 100029,China)  
Matching Pursuits algorithm is a process in which a series of functions can be chosen from a certain function set to represent a given signal,and the each and every function within the function set is called as an atom.The variety of signal characteristic determines the type of atom which is be used to depict the signal's details accurately,while the greedy algorithm of recursive iteration pursuit makes sure the calculating efficiency is the kernel question of the existence and development of MP method.Around the aspects of building of atom dictionary within MP method,the index searching manner of atom parameters and the fast algorithm within the recursive pursuit process,this paper expatiates the development of MP algorithm.
【Fund】: 国家重点基础研究发展计划973项目(2005CB422104)资助
【CateGory Index】: P631.3
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