Least squares method in the statistic analysis of periodically correlated random processes

The properties of least-squares estimates of mathematical expectations and correlation function of periodically correlated random processes (mathematical model of stochastic oscillations) have been investigated. The formulas defining the statistical characteristics of estimates were analyzed. In add...

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Veröffentlicht in:Radioelectronics and communications systems 2011, Vol.54 (1), p.45-59
Hauptverfasser: Yavorskyj, I. N., Yuzefovych, R. M., Kravets, I. B., Zakrzewski, Z.
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creator Yavorskyj, I. N.
Yuzefovych, R. M.
Kravets, I. B.
Zakrzewski, Z.
description The properties of least-squares estimates of mathematical expectations and correlation function of periodically correlated random processes (mathematical model of stochastic oscillations) have been investigated. The formulas defining the statistical characteristics of estimates were analyzed. In addition, examples were presented for illustrating the analysis of modulated signals.
doi_str_mv 10.3103/S0735272711010079
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Networks
title Least squares method in the statistic analysis of periodically correlated random processes
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