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Solving the problem of structural stochastic identification of nonlinear discrete dynamic multistructural objects

Solving the problem of structural stochastic identification of nonlinear discrete dynamic... Methods of structural stochastic identification of nonlinear discrete dynamic objects are shown to be a topical subject of study. The general structure of an identification algorithm leveraging nonlinear filtering algorithms is proposed. Synthesis of the structural identification algorithm that uses the criterion of the minimum of the autocorrelation residual function is considered. A numerical example that shows the proposed approach is efficient is considered. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Automatic Control and Computer Sciences Springer Journals

Solving the problem of structural stochastic identification of nonlinear discrete dynamic multistructural objects

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Publisher
Springer Journals
Copyright
Copyright © 2013 by Allerton Press, Inc.
Subject
Computer Science; Control Structures and Microprogramming
ISSN
0146-4116
eISSN
1558-108X
DOI
10.3103/S0146411613060084
Publisher site
See Article on Publisher Site

Abstract

Methods of structural stochastic identification of nonlinear discrete dynamic objects are shown to be a topical subject of study. The general structure of an identification algorithm leveraging nonlinear filtering algorithms is proposed. Synthesis of the structural identification algorithm that uses the criterion of the minimum of the autocorrelation residual function is considered. A numerical example that shows the proposed approach is efficient is considered.

Journal

Automatic Control and Computer Sciences – Springer Journals

Published: Jan 14, 2014

References

  • Teoriya sistem signalov
    Varakin, LE
  • Sputnikovaya navigatsiya i ee prilozheniya
    Solov’ev, YuA
  • Radiotekhnika
    Yarlykova, SM
  • Strukturnaya identifikatsiya sistem: Analiz dinamicheskikh struktur
    Karabutov, NN
  • Teoriya dinamicheskikh sistem so sluchainymi izmeneniyami struktury
    Artem’ev, VM
  • Optimizatsiya dinamicheskikh sistem sluchainoi struktury
    Kazakov, IE; Artem’ev, VM
  • Sovremennye printsipy upravleniya i fil’tratsii v stokhasticheskikh sistemakh
    Khutortsev, VV; Sokolov, SV; Shevchuk, PS
  • Interacting multiple model particle-type filtering approaches to ground target tracking
    Guo, R
  • Novel approach to nonlinear/non-Gaussian Bayesian state estimation
    Gordon, NJ; Salmond, DJ; Smith, AFM
  • On sequential Monte-Carlo sampling methods for Bayesian filtering
    Doucet, A; Godsill, S; Andrieu, C
  • Kalman filter-based multialternative method for fault detection and estimation
    Koshaev, DA
  • Estimation Theory with Application to Communication and Control
    Sage, AP; Melse, JL
  • Teoriya stokhasticheskikh sistem
    Pugachev, VS; Sinitsyn, IN