E3S Web Conf.
Volume 20, 2017VIII International Conference “Solar-Terrestrial Relations and Physics of Earthquake Precursors”
|Number of page(s)||11|
|Section||Geophysical Fields and their Interactions|
|Published online||24 October 2017|
Parallel adaptive sparse approximation methods for analysis of geoacoustic pulses
1 Institute of Cosmophysical Researches and Radio Wave Propagation (IKIR), Far East Division, Russian Academy of Sciences, Acoustic Researches Laboratory, 684034 Kamchatka region, Elizovskiy district, Paratunka, Mirnaya str., 7, Russia
2 Vitus Bering Kamchatka State University, 683032 Petropavlovsk-Kamchtsky, Pogranichnaya str., 4, Russia
3 Kaliningrad State Technical University, 236022, Kaliningrad, Sovetskiy pr., 1, Russia
* Corresponding author: firstname.lastname@example.org
The article is devoted to a new approach in the analysis of geoacoustic pulses. The authors proposed a mathematical model based on a sparse representation of the signal. An adaptive matching pursuit method has been developed to identify model parameters. A parallel implementation of this algorithm is proposed on the CUDA platform. This allows real-time processing and modeling of signals.
© The authors, published by EDP Sciences, 2017
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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