Frequency Analysis of Recurrence Variational P-Splines


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Abstract

Frequency responses of the procedure of spline-smoothing of information coming in real time are obtained. A recurrence spline is studied from the standpoint of the theory of linear dynamical systems. The estimation of quality and sustainability of the recurrence spline filter are described. The spline conversion laws identified in a frequency analysis are confirmed by the indicators of smoothing quality in the time domain.

About the authors

E. A. Kochegurova

Tomsk Polytechnic University

Author for correspondence.
Email: kocheg@mail.ru
Russian Federation, pr. Lenina 30, Tomsk, 634050

A. I. Kochegurov

Tomsk Polytechnic University

Email: kocheg@mail.ru
Russian Federation, pr. Lenina 30, Tomsk, 634050

N. E. Rozhkova

Tomsk Polytechnic University

Email: kocheg@mail.ru
Russian Federation, pr. Lenina 30, Tomsk, 634050

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