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Application of the Kullback-Leibler measure for estimating the instants of a change in the statistical properties of a binary markovian process

  • Theory and Methods of Signal Processing
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Abstract

The problem of determining the instants of an abrupt change in the statistical characteristics of a discrete-time binary Markovian process is considered. The problem solution method based on the Kullback-Leibler measure applied to estimation of the joint-probability distribution for different signal segments is proposed. It is shown that the use of the joint-probability distribution allows construction of a computationally efficient estimation algorithm.

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Authors
  1. E. A. Kon’kov
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  2. O. A. Morozov
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  3. E. A. Soldatov
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  4. V. R. Fidel’man
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Additional information

Original Russian Text © E.A. Kon’kov, O.A. Morozov, E.A. Soldatov, V.R. Fidel’man, 2007, published in Radiotekhnika i Elektronika, 2007, Vol. 52, No. 12 pp. 1458–1462.

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Kon’kov, E.A., Morozov, O.A., Soldatov, E.A. et al. Application of the Kullback-Leibler measure for estimating the instants of a change in the statistical properties of a binary markovian process. J. Commun. Technol. Electron. 52, 1350–1354 (2007). https://doi.org/10.1134/S1064226907120078

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  • DOI: https://doi.org/10.1134/S1064226907120078

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