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Preprint / ENY-PREPRINT-2008-003

Classification of Electric Signals Based on Time-Frequency Signal Decomposition

Leonowicz, Z (Wroclaw University of Technology, Poland)


Abstract: A classification procedure based on time-frequency decomposition of the signal is presented. Parametric spectral ESPRIT method is used for estimation of relevant parameters of signal components and specific areas of the time-frequency plane are chosen, where the signal is expected to show most characteristic patterns. Classification is based on time-domain correlation of reconstructed signals. It is applied to event classification of non-stationary electric signals obtained from a simulated power converter.

Keyword(s): Signal analysis ; time-frequency analysis ; pattern classification ; correlation
Note: not published

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Rekord stworzony 2008-03-16, ostatnia modyfikacja 2008-03-16

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