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Informatika i Ee Primeneniya [Informatics and its Applications], 2017, Volume 11, Issue 1, Pages 3–10
DOI: https://doi.org/10.14357/19922264170101
(Mi ia455)
 

This article is cited in 11 scientific papers (total in 11 papers)

Analytical modeling of wide band processes in stochastic systems with unsolved derivatives

I. N. Sinitsyn

Institute of Informatics Problems, Federal Research Center “Computer Science and Control” of the Russian Academy of Sciences, 44-2 Vavilov Str., Moscow 119333, Russian Federation
References:
Abstract: Finite dimensional nonlinear nonstationary and stationary stochastic systems with unsolved derivatives with broadband Gaussian and non-Gaussian noises are considered. Such equations describe technical devices in informatics and control. Two methods of analytical modeling and sensitivity analysis of nonstationary and stationary processes based on the methods of statistical linearization (MSL) and normal approximation (MNA) are developed. Typical nonlinearities with unsolved derivatives and MSL coefficients and test examples are given. The developed analytical modeling algorithms based on MSL are the basis of software tools for modeling reliability and security of technical devices.
Keywords: analytical modeling; method of normal approximation (MNA); method of statistical linearization (MSL); normal (Gaussian) stochastic process; sensitivity to parameters; stochastic system with unsolved derivatives.
Funding agency Grant number
Russian Foundation for Basic Research 15-07-02244_а
The work was supported by the Russian Foundation for Basic Research (project 15-07-02244).
Received: 25.10.2016
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: I. N. Sinitsyn, “Analytical modeling of wide band processes in stochastic systems with unsolved derivatives”, Inform. Primen., 11:1 (2017), 3–10
Citation in format AMSBIB
\Bibitem{Sin17}
\by I.~N.~Sinitsyn
\paper Analytical modeling of wide band processes in stochastic systems with unsolved derivatives
\jour Inform. Primen.
\yr 2017
\vol 11
\issue 1
\pages 3--10
\mathnet{http://mi.mathnet.ru/ia455}
\crossref{https://doi.org/10.14357/19922264170101}
\elib{https://elibrary.ru/item.asp?id=29159451}
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  • This publication is cited in the following 11 articles:
    Citing articles in Google Scholar: Russian citations, English citations
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