Loading web-font TeX/Main/Regular
A Novel Criterion of Wavelet Packet Best Basis Selection for Signal Classification With Application to Brain–Computer Interfaces | IEEE Journals & Magazine | IEEE Xplore

A Novel Criterion of Wavelet Packet Best Basis Selection for Signal Classification With Application to Brain–Computer Interfaces


Abstract:

This study proposes a method to select a wavelet basis for classification. It uses a strategy defined by Wickerhauser and Coifman and proposes a new additive criterion d...Show More

Abstract:

This study proposes a method to select a wavelet basis for classification. It uses a strategy defined by Wickerhauser and Coifman and proposes a new additive criterion describing the contrast between classes. Its performance is compared with other approaches on simulated signals and on experimental EEG signals for brain–computer interface applications.
Published in: IEEE Transactions on Biomedical Engineering ( Volume: 56, Issue: 11, November 2009)
Page(s): 2734 - 2738
Date of Publication: 31 July 2009

ISSN Information:

PubMed ID: 19651550

References

References is not available for this document.