An algebraic continuous time parameter estimation for a sum of sinusoidal waveform signals

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TitreAn algebraic continuous time parameter estimation for a sum of sinusoidal waveform signals
Type de publicationJournal Article
Year of Publication2016
AuteursUshirobira R, Perruquetti W, Mboup M
JournalINTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING
Volume30
Pagination1689-1713
Date PublishedDEC
Type of ArticleArticle
ISSN0890-6327
Mots-clésdifferential algebra, noise, Parameter identification, sinusoidal wave
Résumé

In this paper, a novel algebraic method is proposed to estimate amplitudes, frequencies, and phases of a biased and noisy sum of complex exponential sinusoidal signals. The resulting parameter estimates are given by original closed formulas, constructed as integrals acting as time-varying filters of the noisy measured signal. The proposed algebraic method provides faster and more robust results, compared with usual procedures. Some computer simulations illustrate the efficiency of our method. Copyright (c) 2016 John Wiley & Sons, Ltd.

DOI10.1002/acs.2688