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This article is cited in 2 scientific papers (total in 2 papers)
INFORMATION AND COMPUTATION TECHNOLOGIES
Comparison of the sparse approximation methods based on its use to geoacoustic emission signals
O. O. Lukovenkovaab a Institute of Cosmophysical Researches and RadioWave Propagation Far-Eastern Branch, Russian Academy of Sciences, 684034, Kamchatskiy Kray, Paratunka, Mirnaya st., 7, Russia
b Vitus Bering Kamchatka State University, 683031, Petropavlovsk-Kamchatsky, Pogranichnaya st., 4, Russia
Abstract:
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, geoacoustic emission.
Received: 29.11.2014
Citation:
O. O. Lukovenkova, “Comparison of the sparse approximation methods based on its use to geoacoustic emission signals”, Vestnik KRAUNC. Fiz.-Mat. Nauki, 2014, no. 2(9), 59–67; Bulletin KRASEC. Phys. & Math. Sci., 9:2 (2014), 70–78
Linking options:
https://www.mathnet.ru/eng/vkam44 https://www.mathnet.ru/eng/vkam/y2014/i2/p59
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Abstract page: | 197 | Russian version PDF: | 58 | English version PDF: | 14 | References: | 62 | First page: | 21 |
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