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Avtomatika i Telemekhanika, 2019, Issue 1, Pages 3–20
DOI: https://doi.org/10.1134/S000523101901001X
(Mi at15228)
 

This article is cited in 3 scientific papers (total in 3 papers)

Linear Systems

Suboptimal anisotropic filtering for linear discrete nonstationary systems with uncentered external disturbance

V. N. Timina, A. Yu. Kustova, A. P. Kurdyukovba, D. A. Goldina, Yu. A. Vershininc

a Trapeznikov Institute of Control Sciences, Russian Academy of Sciences, Moscow, Russia
b Bauman Moscow State Technical University, Moscow, Russia
c Coventry University, Coventry, UK
Full-text PDF (884 kB) Citations (3)
References:
Abstract: We consider the robust anisotropic filtering problem for a linear discrete nonstationary system on a finite time interval. We assume that external disturbances acting on the object have anisotropy bounded from above and additionally satisfy two constraints on the moments. Our solution of the filtering problem is based on the boundedness criterion for the anisotropic norm in reverse time and reduces to finding a solution for a convex optimization problem. We illustrate the operation of a suboptimal anisotropic estimator with a numerical example.
Keywords: anisotropic filtering, nonstationary systems, non-centered random disturbances, convex optimization, linear matrix inequalities.
Funding agency Grant number
Russian Foundation for Basic Research 17-08-00185_à
Marie Sklodowska-Curie Actions 612707
This work was partially supported by the Russian Foundation for Basic Research, project no. 17-08-00185A and the DIONICOS “Dynamics of and in Complex System” project at the Coventry University conducted within the framework of the CORDIS program “Community Research and Development Information Service” (Marie Curie Action) (ID 612707).
Presented by the member of Editorial Board: P. S. Shcherbakov

Received: 29.12.2017
Revised: 26.04.2018
Accepted: 08.11.2018
English version:
Automation and Remote Control, 2019, Volume 80, Issue 1, Pages 1–15
DOI: https://doi.org/10.1134/S0005117919010016
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: V. N. Timin, A. Yu. Kustov, A. P. Kurdyukov, D. A. Goldin, Yu. A. Vershinin, “Suboptimal anisotropic filtering for linear discrete nonstationary systems with uncentered external disturbance”, Avtomat. i Telemekh., 2019, no. 1, 3–20; Autom. Remote Control, 80:1 (2019), 1–15
Citation in format AMSBIB
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\paper Suboptimal anisotropic filtering for linear discrete nonstationary systems with uncentered external disturbance
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  • This publication is cited in the following 3 articles:
    Citing articles in Google Scholar: Russian citations, English citations
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