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Kalman filtering based methods for identification of nonlinear systems by neural networks

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F05%3A00000247" target="_blank" >RIV/49777513:23520/05:00000247 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Kalman filtering based methods for identification of nonlinear systems by neural networks

  • Original language description

    Identification of nonlinear system using neural networks and Kalman filtering based methods are treated. The stress is laid on networks parameters estimation, particularly by derivative-free Kalman filter based methods. The methods are easier for impleme

  • Czech name

    Metody Kalmanovské filtrace pro identifikaci nelineárních systémů neuronovými sítěmi

  • Czech description

    Článek je věnován metodám Kalmanovské filtrace pro identifikaci nelineárních systémů neuronovými sítěmi. Důraz je kladen na odhad parametrů neuronové sítě, především na metody bezderivační kalmanovské filtrace. Uvažované metody umožňují snazší implementa

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BC - Theory and management systems

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GA102%2F05%2F2075" target="_blank" >GA102/05/2075: Theoretical background for integrated process control and optimization</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2005

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Proceedings of 6th International carpathian control conference

  • ISBN

    963 661 643 4

  • ISSN

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

    345-350

  • Publisher name

    University of Miskolc

  • Place of publication

    Miskolc-Lillafüred

  • Event location

    Miskolc-Lillafüred

  • Event date

    May 24, 2005

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article