Title :
Frequency estimation of periodic signals: An adaptive observer approach
Author :
Boli Chen ; Pin, Gilberto ; Parisini, Thomas
Author_Institution :
Imperial Coll. London, London, UK
Abstract :
This paper deals with an adaptive observer methodology for estimating the frequency of an unknown periodic signal with non-zero fundamental component corrupted by unstructured and bounded uncertainties. The proposed estimator is characterized by Input-to-State Stability (ISS) with respect to the bounds on the higher order harmonics and on the unstructured disturbance. The influence of each tuning parameter is analyzed through a specified ISS asymptotic bound. The effectiveness of the proposed technique is shown through numerical simulations.
Keywords :
asymptotic stability; filtering theory; harmonics; observers; ISS asymptotic bound; adaptive observer approach; frequency estimation; higher-order harmonics; input-to-state stability; nonzero fundamental component; numerical simulations; tuning parameter; unknown periodic signal; unstructured bounded uncertainties; unstructured disturbance; Convergence; Frequency estimation; Harmonic analysis; Noise; Observers; Phase locked loops; Tuning;
Conference_Titel :
American Control Conference (ACC), 2015
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4799-8685-9
DOI :
10.1109/ACC.2015.7171108