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Vestnik Yuzhno-Ural'skogo Universiteta. Seriya Matematicheskoe Modelirovanie i Programmirovanie, 2019, Volume 12, Issue 2, Pages 97–111
DOI: https://doi.org/10.14529/mmp190208
(Mi vyuru491)
 

Programming & Computer Software

Recursive multi-channel matrix pencil method

O. L. Ibryaeva, A. L. Shestakov, I. I. Fedosov

South Ural State University, Chelyabinsk, Russian Federation
References:
Abstract: The Matrix Pencil Method (MPM) approximates the input signal by a sum of complex exponentials. The method works well in many applications (high resolution DOA estimation, time-domain signal prediction, Coriolis Mass Flow Meter (CMF) signal processing). There are many modifications of the classical MPM, among which we mention the Recursive MPM capable of tracking signal parameters in the sliding window mode, and Multi-Channel MPM capable of processing several signals simultaneously which have the same poles. For example, this situation takes place in CMF signal processing where two sensors signals have the same frequencies for all vibration modes. The paper is devoted to combining these two techniques in the Recursive Multi-Channel MPM. This modification allows to track effectively the parameters of several signals with the same poles in the sliding window mode. Algorithms of all methods are summarized; a simulation example is given.
Keywords: matrix pencil method, recursive estimation, singular value decomposition (SVD), updating and downdating SVD, Coriolis Mass Flow Meter signal processing.
Funding agency Grant number
Ministry of Education and Science of the Russian Federation 02.A03.21.0011
Received: 13.12.2018
Bibliographic databases:
Document Type: Article
UDC: 004.67
MSC: 94A12
Language: Russian
Citation: O. L. Ibryaeva, A. L. Shestakov, I. I. Fedosov, “Recursive multi-channel matrix pencil method”, Vestnik YuUrGU. Ser. Mat. Model. Progr., 12:2 (2019), 97–111
Citation in format AMSBIB
\Bibitem{IbrSheFed19}
\by O.~L.~Ibryaeva, A.~L.~Shestakov, I.~I.~Fedosov
\paper Recursive multi-channel matrix pencil method
\jour Vestnik YuUrGU. Ser. Mat. Model. Progr.
\yr 2019
\vol 12
\issue 2
\pages 97--111
\mathnet{http://mi.mathnet.ru/vyuru491}
\crossref{https://doi.org/10.14529/mmp190208}
\elib{https://elibrary.ru/item.asp?id=38225240}
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