Recursive Identification Algorithms Library in SIMULINK
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F13%3A43870076" target="_blank" >RIV/70883521:28140/13:43870076 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Recursive Identification Algorithms Library in SIMULINK
Original language description
The article describes a simple library for recursive parameter estimation of linear dynamic models ARX, ARMAX and OE in SIMULINK development environment. Several recursive identification methods were implemented in this library: Least Squares Method (RLS), Recursive Leaky Incremental Estimation (RLIE), Damped Least Squares (DLS), Adaptive Control with Selective Memory (ACSM), Instrumental Variable Method (RIV), Extended Least Squares Method (RELS), Prediction Error Method (RPEM) and Extended Instrumental Variable Method (ERIV). To cope with tracking the time-variant parameters several forgetting factor and modification of basic algorithm are taken into consideration.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
BC - Theory and management systems
OECD FORD branch
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Result continuities
Project
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Continuities
V - Vyzkumna aktivita podporovana z jinych verejnych zdroju
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Experimentální analýza napětí
ISBN
978-80-7414-579-7
ISSN
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e-ISSN
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Number of pages
5
Pages from-to
1-5
Publisher name
Univerzita J. E. Purkyně v Ústí nad Labem
Place of publication
Ústí nad Labem
Event location
Litoměřice
Event date
Jun 11, 2013
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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