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Pisma v Zhurnal Tekhnicheskoi Fiziki, 2018, Volume 44, Issue 10, Pages 86–95
DOI: https://doi.org/10.21883/PJTF.2018.10.46103.17201 (Mi pjtf5809) 		 
This article is cited in 5 scientific papers (total in 5 papers)

Recovering the architecture of links in a chain of three unidirectionally coupled systems using the Granger-causality test

M. V. Kornilovab, I. V. Sysoevab

a Saratov Branch, Kotel'nikov Institute of Radio-Engineering and Electronics, Russian Academy of Sciences
b Saratov State University
Full-text PDF (315 kB) Citations (5)
DOI: https://doi.org/10.21883/PJTF.2018.10.46103.17201
Abstract: We propose a method for reconstructing links in a chain of unidirectionally coupled systems by means of three tests for estimating direct and mediated coupling with the aid of Granger conditional causality in terms of prognostic models with polynomial nonlinearity. It is shown that this approach allows the architecture of links in these systems to be correctly identified in more than 80% of cases.
Funding agency Grant number
Russian Science Foundation 14-12-00291
Received: 09.01.2018
English version:
Technical Physics Letters, 2018, Volume 44, Issue 5, Pages 445–449
DOI: https://doi.org/10.1134/S1063785018050206
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: M. V. Kornilov, I. V. Sysoev, “Recovering the architecture of links in a chain of three unidirectionally coupled systems using the Granger-causality test”, Pisma v Zhurnal Tekhnicheskoi Fiziki, 44:10 (2018), 86–95; Tech. Phys. Lett., 44:5 (2018), 445–449
Citation in format AMSBIB
\Bibitem{KorSys18}
\by M.~V.~Kornilov, I.~V.~Sysoev
\paper Recovering the architecture of links in a chain of three unidirectionally coupled systems using the Granger-causality test
\jour Pisma v Zhurnal Tekhnicheskoi Fiziki
\yr 2018
\vol 44
\issue 10
\pages 86--95
\mathnet{http://mi.mathnet.ru/pjtf5809}
\crossref{https://doi.org/10.21883/PJTF.2018.10.46103.17201}
\elib{https://elibrary.ru/item.asp?id=32740293}
\transl
\jour Tech. Phys. Lett.
\yr 2018
\vol 44
\issue 5
\pages 445--449
\crossref{https://doi.org/10.1134/S1063785018050206}
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    • This publication is cited in the following 5 articles:
    Citing articles in Google Scholar: Russian citations, English citations
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