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This article is cited in 1 scientific paper (total in 1 paper)
INFORMATION AND COMPUTATION TECHNOLOGIES
Modern methods of processing and analysis of geophysical pulse signals
O. O. Lukovenkova, M. A. Mishenko, Yu.I. Senkevich, A. O. Shcherbina Institute of Cosmophysical Research and Radio Wave Propagation FEB RAS
Abstract:
The studies of various physical fields are conducted at Institute of cosmophysical research and radio wave propagation. The signals recorded during such studies often have pulse nature, i. e., they are sequences of pulses. The paper observes modern methods of digital signal processing which can be used for the analysis of geophysical pulse signals. To search for signal fragments which contain anomalies, the digital filtering within seven frequency bands and further averaging over 1-second intervals are proposed. To isolate single pulses under conditions of permanent background noise, the adaptive threshold scheme is used. To remove noise and to separate the informal part of the signals, wavelet thresholding is applied. To analyse the time- frequency content of pulses, the authors offer sparse approximation method. To study peculiarities of pulse shape, the transformation of a pulse into the binary matrix which uniquely determines the pulse form.
Keywords:
pulse signals, signal processing, signal analysis.
Citation:
O. O. Lukovenkova, M. A. Mishenko, Yu.I. Senkevich, A. O. Shcherbina, “Modern methods of processing and analysis of geophysical pulse signals”, Vestnik KRAUNC. Fiz.-Mat. Nauki, 41:4 (2022), 120–136
Linking options:
https://www.mathnet.ru/eng/vkam574 https://www.mathnet.ru/eng/vkam/v41/i4/p120
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Abstract page: | 69 | Full-text PDF : | 29 | References: | 23 |
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