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Vestnik KRAUNC. Fiz.-Mat. Nauki, 2014, Number 2(9), Pages 59–67 (Mi vkam44)  

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.

DOI: https://doi.org/10.18454/2079-6641-2014-9-2-59-67

Full text: PDF file (295 kB)
Full text: http://www.ikir.ru/.../article0009.html
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English version:
Bulletin KRASEC. Physical and Mathematical Sciences, 2014, 9:2, 70–78 (PDF, 270 kB); https://doi.org/10.18454/2313-0156-2014-9-2-70-78

UDC: 519.246.87+519.688
MSC: 65C20
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

Citation in format AMSBIB
\Bibitem{Luk14}
\by O.~O.~Lukovenkova
\paper Comparison of the sparse approximation methods based on its use to geoacoustic emission signals
\jour Vestnik KRAUNC. Fiz.-Mat. Nauki
\yr 2014
\issue 2(9)
\pages 59--67
\mathnet{http://mi.mathnet.ru/vkam44}
\crossref{https://doi.org/10.18454/2079-6641-2014-9-2-59-67}
\elib{http://elibrary.ru/item.asp?id=22627499}
\transl
\jour Bulletin KRASEC. Phys. & Math. Sci.
\yr 2014
\vol 9
\issue 2
\pages 70--78
\crossref{https://doi.org/10.18454/2313-0156-2014-9-2-70-78}


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    Citing articles on Google Scholar: Russian citations, English citations
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    This publication is cited in the following articles:
    1. O. O. Lukovenkova, “Denoising of geoacoustic emission signals from native and technogenic noises using the sparse approximation method”, Bulletin KRASEC. Phys. & Math. Sci., 11:2 (2015), 73–78  mathnet  crossref  crossref  elib
    2. O. O. Lukovenkova, Yu. V. Marapulets, A. B. Tristanov, A. A. Kim, I. A. Kashutina, “Optimizatsiya metoda adaptivnogo soglasovannogo presledovaniya dlya analiza signalov geoakusticheskoi emissii”, Vestnik KRAUNTs. Fiz.-mat. nauki, 2018, no. 4(24), 197–207  mathnet  crossref  elib
  • Vestnik KRAUNC. Fiziko-Matematicheskie Nauki Vestnik KRAUNC. Fiziko-Matematicheskie Nauki
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