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Algorithm of dynamic plant identification with regard to a priori information

  • Adaptive and Robust Systems
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Abstract

Consideration was given to an identification algorithm taking into account the a priori information about the parameters. The original experimental data from the input-output space are transformed in the space of parameter estimates where the set of estimates satisfying the a priori constraints is specified. The parameter estimates are constructed on this set using the probabilistic criterion. An example illustrating effectiveness of the proposed procedure was presented.

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References

  1. Ilyushin, V.B. and Chadeev, V.M., Identification by the Probability Criterion, Avtom. Telemekh., 1994, no. 6, pp. 81–89.

  2. Chadeev, V.M., Digital Identification of Nonlinear Dynamic Plants, Avtom. Telemekh., 2004, no. 12, pp. 85–93.

  3. Ambrosimov, A.S., On Consistency of the Maximum-Likelihood Method in the Problem of Ordering the Outcomes of the Polynomial Scheme According to Their Probabilities, Diskretn. Mat., 1996, vol. 7, no. 2, pp. 118–128.

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Original Russian Text © V.B. Ilyushin, V.M. Chadeev, 2006, published in Avtomatika i Telemekhanika, 2006, No. 7, pp. 133–143.

This paper was recommended for publication by V.A. Lototskii, a member of the Editorial Board

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Ilyushin, V.B., Chadeev, V.M. Algorithm of dynamic plant identification with regard to a priori information. Autom Remote Control 67, 1135–1143 (2006). https://doi.org/10.1134/S0005117906070125

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  • DOI: https://doi.org/10.1134/S0005117906070125

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