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Algorithm of Extrapolation of a Nonlinear Random Process on the Basis of Its Canonical Decomposition

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Abstract

Based on the apparatus of canonical decompositions, an algorithm of extrapolation of a nonlinear random process is obtained for an arbitrary number of known values and probabilistic relations used for a prediction.

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REFERENCES

  1. A. G. Ivakhnenko and V. G. Lapa, Prediction of Random Processes [in Russian], Naukova Dumka, Kiev (1971).

    Google Scholar 

  2. V. S. Pugachev, Theory of Stochastic Functions and Its Application [in Russian], Fizmatgiz, Moscow (1962).

    Google Scholar 

  3. V. D. Kudritskii, Prediction of Reliability of Radioelectronic Devices [in Russian], Tekhnika, Kiev (1982).

    Google Scholar 

  4. V. D. Kudritskii,, I. P. Atamanyuk, and Ye. N. Ivashchenko, “Optimum linear extrapolation of realizations of a stochastic process with error filtering in correlated measurements,” Kibern. Sist. Anal., No. 1, 99–107 (1995).

  5. I. P. Atamanyuk, “Algorithm of realization of a nonlinear random sequence on the basis of its canonical decomposition,” Elektronnoe Modelirovanie, No. 5, 38–46 (2001).

  6. I. P. Atamanyuk, “Polynomial algorithm of optimal extrapolation of parameters of stochastic systems,” USiM, No. 1, 15–22 (2002).

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Translated from Kibernetika i Sistemnyi Analiz, No.2, pp. 131–139, March–April 2005.

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Atamanyuk, I.P. Algorithm of Extrapolation of a Nonlinear Random Process on the Basis of Its Canonical Decomposition. Cybern Syst Anal 41, 267–273 (2005). https://doi.org/10.1007/s10559-005-0059-y

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  • DOI: https://doi.org/10.1007/s10559-005-0059-y

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