Comparison of the sparse approximation methods based on its use to geoacoustic emission signals
Vestnik KRAUNC. Fiziko-matematičeskie nauki, no. 2 (2014), pp. 59-67

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The paper is devoted to the comparative analysis of some sparse approximation methods. The first part of the paper describes general sparse approximation problem and two main approaches solved it. Classification of testing pursuit algorithm is illustrated. Features of the methods application to geoacoustic emission signals are considered in the second part. The sparseness, accuracy and runtime of described pursuit algorithms are compared.
Keywords: matching pursuit, basis pursuit
Mots-clés : geoacoustic emission.
@article{VKAM_2014_2_a8,
     author = {O. O. Lukovenkova},
     title = {Comparison of the sparse approximation methods based on its use to geoacoustic emission signals},
     journal = {Vestnik KRAUNC. Fiziko-matemati\v{c}eskie nauki},
     pages = {59--67},
     publisher = {mathdoc},
     number = {2},
     year = {2014},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/VKAM_2014_2_a8/}
}
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O. O. Lukovenkova. Comparison of the sparse approximation methods based on its use to geoacoustic emission signals. Vestnik KRAUNC. Fiziko-matematičeskie nauki, no. 2 (2014), pp. 59-67. http://geodesic.mathdoc.fr/item/VKAM_2014_2_a8/