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Journal of Automation and Information Sciences
SJR: 0.238 SNIP: 0.464 CiteScore™: 0.27

ISSN Print: 1064-2315
ISSN Online: 2163-9337

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Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v41.i10.40
pages 53-64

Iterative Identification of Multiconnected Discrete Systems

Aleksey O. Zhukov
National Technical University of Ukraine "Kiev Polytechnical Institute", Kiev, Ukraine

ABSTRACT

The problem of iterative identification of multiconnected discrete systems is considered. It was shown, that in identification of such systems the most difficult is the problem of determining control and observation matrices by approximately estimated coefficients of response modal expansion. The special algorithms of this problem solution based on ideas of averaging and finding the logarithm were offered and substantiated. The fact of existence of fundamental interconnection between modal coefficients was established and relations expressing this connection are obtained. It was shown, that multichannel system increased the information content of the used data and improved quality of the model obtained.

REFERENCES

  1. Gubarev V.F., Tigunov P.A., On peculiarities of identification of multidimensional continuous systems by data with bounded indeterminacy.

  2. Gubarev V.F., Zhukov A.O., Research of method of multidimensional discrete systems iterative identification.

  3. Zhukov A.O., Recursive identification of discrete dynamical systems with single input and single output.

  4. Gubarev V.F., Zhukov A.O., Investigation of identifiability conditions under iterative identification of discrete stationary systems.


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