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Parameter estimation of discrete-time sinusoidal signals: A nonlinear control approach.

Authors :
Jiang, Teng
Xu, Dabo
Chen, Tianshi
Sheng, Andong
Source :
Automatica. Nov2019, Vol. 109, pN.PAG-N.PAG. 1p.
Publication Year :
2019

Abstract

This paper considers a parameter estimation problem for discrete-time sinusoidal signals in the presence of measurement noise. Different from most of existing methods, we shall solve the problem based on nonlinear control theory. Specifically, we introduce a constructive nonlinear estimator that enables us to prove an interesting input/output stability property from measurement noise to estimation error. To show efficacy of the proposed method, we also present several numerical examples using different types of signals and noises. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00051098
Volume :
109
Database :
Academic Search Index
Journal :
Automatica
Publication Type :
Academic Journal
Accession number :
138614114
Full Text :
https://doi.org/10.1016/j.automatica.2019.108510