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RIM: A Matlab software tool for recursive identification methods

Authors :
Boualem Hemici
Kamel Guesmi
Aissa Rebai
Source :
International Journal of Automation and Computing. 12:482-489
Publication Year :
2015
Publisher :
Springer Science and Business Media LLC, 2015.

Abstract

This paper introduces a recursive identification methods toolbox (called RIM) running under Matlab environment for dynamic system identification from available data. The RIM includes many methods which are generally used. The RIM helps users to validate the theoretical results and to carry out comparison between identifications methods without the need of algorithms programming. Furthermore, the RIM can be used as an education platform to study the identification parameters effect on model validity and results accuracy. To show its performance and capability, the RIM is evaluated through many application examples.

Details

ISSN :
17518520 and 14768186
Volume :
12
Database :
OpenAIRE
Journal :
International Journal of Automation and Computing
Accession number :
edsair.doi...........a13e43b28e35370cc3ef262ad88e565d