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Single trial estimation of event-related potentials using particle filtering

Abstract:

In this paper a method based on wavelet transform (WT) and particle filtering (PF) for estimation of single trial event-related potentials (ERPs) is presented. The method is based on recursive Bayesian mean square estimation of wavelet coefficients of the ERPs, using PF as the estimator. Simulation results are provided to demonstrate the superior performance of PF over Kalman filtering (KF) for non-Gaussian and non-linear electroencephalography (EEG) signals. The methods were also applied to ...

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Publisher copy:
10.1109/ICASSP.2008.4517647

Authors


Mohseni, HR More by this author
Wilding, EL More by this author
Pages:
465-468
Publication date:
2008
DOI:
ISSN:
1520-6149
URN:
uuid:4c899f90-35f4-4707-85e2-4ff3e76c77fc
Source identifiers:
292338
Local pid:
pubs:292338
ISBN-10:
1424414849
ISBN-13:
9781424414840

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