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Authors: Witold Byrski and Jedrzej Byrski

Affiliation: Institute of Automatics, AGH University of Science and Technology, Poland

Keyword(s): Parameter identification, modulating functions, linear continuous systems.

Related Ontology Subjects/Areas/Topics: Business Analytics ; Change Detection ; Data Engineering ; Informatics in Control, Automation and Robotics ; Signal Processing, Sensors, Systems Modeling and Control ; System Identification

Abstract: In the paper the use of modulating functions for the optimal identification of the structure and parameters of continuous linear systems is presented. The modulating functions with compact support [0, h] are used in convolution filter for transformation of input/output signal derivatives. Based on pre-filtered functions continuous moving window [t-T, t] is used for on-line identification of piecewise constant parameters Θ changes of linear system. Optimal quadratic method for identification is presented – with the use of quadratic constraints on parameters Θ. The numerical results of some examples are shown.

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Paper citation in several formats:
Byrski, W. and Byrski, J. (2006). THE USE OF MODULATING FUNCTIONS FOR IDENTIFICATION OF CONTINUOUS SYSTEMS WITH TIME-VARYING PARAMETERS. In Proceedings of the Third International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO; ISBN 978-972-8865-61-0; ISSN 2184-2809, SciTePress, pages 201-204. DOI: 10.5220/0001217802010204

@conference{icinco06,
author={Witold Byrski. and Jedrzej Byrski.},
title={THE USE OF MODULATING FUNCTIONS FOR IDENTIFICATION OF CONTINUOUS SYSTEMS WITH TIME-VARYING PARAMETERS},
booktitle={Proceedings of the Third International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO},
year={2006},
pages={201-204},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001217802010204},
isbn={978-972-8865-61-0},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the Third International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO
TI - THE USE OF MODULATING FUNCTIONS FOR IDENTIFICATION OF CONTINUOUS SYSTEMS WITH TIME-VARYING PARAMETERS
SN - 978-972-8865-61-0
IS - 2184-2809
AU - Byrski, W.
AU - Byrski, J.
PY - 2006
SP - 201
EP - 204
DO - 10.5220/0001217802010204
PB - SciTePress

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