Parameters estimation of a noisy sinusoidal signal with time-varying amplitude
In this paper, we give estimators of the frequency, amplitude and phase of a noisy sinusoidal signal with time-varying amplitude by using the algebraic parametric techniques introduced by Fliess and Sira-Ramírez. We apply a similar strategy to estimate these parameters by using modulating functions...
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Published in | 2011 19th Mediterranean Conference on Control and Automation pp. 570 - 575 |
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Main Authors | , , |
Format | Conference Proceeding |
Language | English |
Published |
IEEE
01.06.2011
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Subjects | |
Online Access | Get full text |
ISBN | 9781457701245 1457701243 |
DOI | 10.1109/MED.2011.5983186 |
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Abstract | In this paper, we give estimators of the frequency, amplitude and phase of a noisy sinusoidal signal with time-varying amplitude by using the algebraic parametric techniques introduced by Fliess and Sira-Ramírez. We apply a similar strategy to estimate these parameters by using modulating functions method. The convergence of the noise error part due to a large class of noises is studied to show the robustness and the stability of these methods. We also show that the estimators obtained by modulating functions method are robust to "large" sampling period and to non zero-mean noises. |
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AbstractList | In this paper, we give estimators of the frequency, amplitude and phase of a noisy sinusoidal signal with time-varying amplitude by using the algebraic parametric techniques introduced by Fliess and Sira-Ramírez. We apply a similar strategy to estimate these parameters by using modulating functions method. The convergence of the noise error part due to a large class of noises is studied to show the robustness and the stability of these methods. We also show that the estimators obtained by modulating functions method are robust to "large" sampling period and to non zero-mean noises. |
Author | Gibaru, Olivier Perruquetti, Wilfrid Liu, Da-yan |
Author_xml | – sequence: 1 givenname: Da-yan surname: Liu fullname: Liu, Da-yan email: dayan.liu@inria.fr organization: Paul Painlevé (CNRS, UMR 8524), Université de Lille 1, 59650, Villeneuve d'Ascq, France – sequence: 2 givenname: Olivier surname: Gibaru fullname: Gibaru, Olivier email: olivier.gibaru@ensam.eu organization: Laboratory of Applied Mathematics and Metrology (L2MA), Arts et Metiers ParisTech, 8 Boulevard Louis XIV, 59046 Lille Cedex, France – sequence: 3 givenname: Wilfrid surname: Perruquetti fullname: Perruquetti, Wilfrid email: wilfrid.perruquetti@inria.fr organization: LAGIS (CNRS, UMR 8146), École Centrale de Lille, BP 48, Cité Scientifique, 59650 Villeneuve d'Ascq, France |
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Snippet | In this paper, we give estimators of the frequency, amplitude and phase of a noisy sinusoidal signal with time-varying amplitude by using the algebraic... |
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SubjectTerms | Estimation Frequency estimation Frequency modulation Laplace equations Linear systems Noise Noise measurement Robustness Stability analysis Time-frequency analysis |
Title | Parameters estimation of a noisy sinusoidal signal with time-varying amplitude |
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