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Estimating the Frequency of the Sinusoidal Signal using the Parameterization based on the Delay Operators

Topics: Engineering Applications; Engineering Applications on Intelligent Control Systems and Optimization; Modeling, Analysis and Control of Hybrid Dynamical Systems; Modeling, Simulation and Architecture; Systems Modeling and Simulation; Systems Modeling and Simulation

Authors: Tung Nguyen Khac ; Sergey Vlasov and Radda Iureva

Affiliation: Faculty of Control Systems and Robotics, ITMO University, Kronversky Pr. 49, St. Petersburg, 197101, Russia

Keyword(s): Estimation Parameters, Identification Algorithms, Frequency, Sinusoidal Signal, Regressor.

Abstract: The article presents an algorithm for estimating the frequency of an offset sinusoidal signal. Delay operators are applied to the measured signal, and a linear regression model is constructed containing the measured signals and the constant vector depending on unknown frequency. For the vector regression model, the method cascade reduction is used. A reduction procedure is proposed that allows the original model to be reduced to a reduced one containing a smaller number of unknown parameters. Finally, using the classical gradient method was used to compare the efficiency of the proposed method.

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Paper citation in several formats:
Khac, T. N., Vlasov, S. and Iureva, R. (2021). Estimating the Frequency of the Sinusoidal Signal using the Parameterization based on the Delay Operators. In Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics - ICINCO; ISBN 978-989-758-522-7; ISSN 2184-2809, SciTePress, pages 656-660. DOI: 10.5220/0010536506560660

@conference{icinco21,
author={Tung Nguyen Khac and Sergey Vlasov and Radda Iureva},
title={Estimating the Frequency of the Sinusoidal Signal using the Parameterization based on the Delay Operators},
booktitle={Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics - ICINCO},
year={2021},
pages={656-660},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010536506560660},
isbn={978-989-758-522-7},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics - ICINCO
TI - Estimating the Frequency of the Sinusoidal Signal using the Parameterization based on the Delay Operators
SN - 978-989-758-522-7
IS - 2184-2809
AU - Khac, T.
AU - Vlasov, S.
AU - Iureva, R.
PY - 2021
SP - 656
EP - 660
DO - 10.5220/0010536506560660
PB - SciTePress

- Science and Technology Publications, Lda.
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