Parallel adaptive sparse approximation methods for analysis of geoacoustic pulses

Autor: Kim Alina, Lukovenkova Olga, Marapulets Yuri, Tristanov Alexander
Jazyk: English<br />French
Rok vydání: 2017
Předmět:
Zdroj: E3S Web of Conferences, Vol 20, p 02003 (2017)
Druh dokumentu: article
ISSN: 2267-1242
DOI: 10.1051/e3sconf/20172002003
Popis: 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.
Databáze: Directory of Open Access Journals