Title :
An adaptive observer-based estimator for multi-sinusoidal signals
Author :
Boli Chen ; Pin, Gilberto ; Parisini, Thomas
Author_Institution :
Imperial Coll. London, London, UK
Abstract :
This paper deals with a novel robust estimation methodology yielding the amplitudes, frequencies and phases of the components of a biased multi-sinusoidal signal in presence of a bounded disturbance on the measurement. The proposed method is based on a suitable adaptive observer in which the parameters´ adaptation law is equipped with an excitation-based switching logic. The stability analysis shows the existence of a set of tuning parameter guaranteeing that the estimator´s dynamics is input-to-state stable with respect to bounded measurement disturbances. The effectiveness of the algorithm is illustrated by some simulation examples also reporting a few comparison results.
Keywords :
adaptive estimation; amplitude estimation; frequency estimation; observers; phase estimation; signal processing; stability; adaptation law; adaptive observer; biased multisinusoidal signal; bounded measurement disturbances; excitation-based switching logic; input-to-state stable; robust estimation methodology; stability analysis; tuning parameter; Frequency estimation; Noise measurement; Observers; Stability analysis; Switches; Time-frequency analysis; Vectors; Adaptive systems; Estimation; Observers for nonlinear systems;
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
Print_ISBN :
978-1-4799-3272-6
DOI :
10.1109/ACC.2014.6858738