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Recursive Estimation Algorithms in Matlab & Simulink Development Environment

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F14%3A43872110" target="_blank" >RIV/70883521:28140/14:43872110 - isvavai.cz</a>

  • Result on the web

    <a href="http://www.wseas.org/multimedia/journals/computers/2014/a025705-085.pdf" target="_blank" >http://www.wseas.org/multimedia/journals/computers/2014/a025705-085.pdf</a>

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Recursive Estimation Algorithms in Matlab & Simulink Development Environment

  • Original language description

    The article deals with recursive estimation algorithms realized in Matlab&Simulink development environment. These algorithms are realized as a blocks in simple SIMULINK library. Proposed library can be used for recursive parameter estimation of linear dynamic models ARX, ARMAX and OE. The library implements several recursive estimation methods: Least Squares Method, Recursive Leaky Incremental Estimation, Damped Least Squares, Adaptive Control with Selective Memory, Instrumental Variable Method, Extended Least Squares Method, Prediction Error Method and Extended Instrumental Variable Method. Several forgetting factor and modification of basic algorithm are taken into consideration in order to cope with tracking the time-variant parameters.

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

  • CEP classification

    BC - Theory and management systems

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    V - Vyzkumna aktivita podporovana z jinych verejnych zdroju

Others

  • Publication year

    2014

  • Confidentiality

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

Data specific for result type

  • Name of the periodical

    WSEAS Transactions on Computers

  • ISSN

    1109-2750

  • e-ISSN

  • Volume of the periodical

    13

  • Issue of the periodical within the volume

    Neuveden

  • Country of publishing house

    GR - GREECE

  • Number of pages

    12

  • Pages from-to

    691-702

  • UT code for WoS article

  • EID of the result in the Scopus database