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An Adaptive Observer-based Switched Methodology for the Identification of a Perturbed Sinusoidal Signal: Theory and Experiments

B. Chen
•
PIN, GILBERTO
•
W. M. Ng
altro
PARISINI, Thomas
2014
  • journal article

Periodico
IEEE TRANSACTIONS ON SIGNAL PROCESSING
Abstract
This paper deals with a novel adaptive observer-based technique for estimating the amplitude, frequency and phase of a single sinusoidal signal from a measurement affected by structured and unstructured disturbances. The structured disturbances are modelled as a time-polynomial so as to represent bias and drift phenomena typically present in applications, whereas the unstructured disturbances are modelled as bounded noise signals. The proposed estimation technique exploits a specific adaptive observer scheme equipped with a switching criterion allowing to properly address in a stable way poor excitation scenarios. The estimator's stability properties are analyzed by Input-to-State Stability arguments. The practical characteristics of the proposed estimation approach are evaluated and compared with other existing tools by extensive simulation trials. Real experimental results are provided as well.
DOI
10.1109/TSP.2014.2362105
WOS
WOS:000345516000001
Archivio
http://hdl.handle.net/11368/2808536
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-84913569210
Diritti
metadata only access
Soggetti
  • Signal Processing

  • Estimation

Web of Science© citazioni
22
Data di acquisizione
Mar 28, 2024
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