Extraction of event-related signals from multichannel bioelectrical measurements

Citation
Ak. Barros et al., Extraction of event-related signals from multichannel bioelectrical measurements, IEEE BIOMED, 47(5), 2000, pp. 583-588
Citations number
16
Categorie Soggetti
Multidisciplinary,"Instrumentation & Measurement
Journal title
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
ISSN journal
00189294 → ACNP
Volume
47
Issue
5
Year of publication
2000
Pages
583 - 588
Database
ISI
SICI code
0018-9294(200005)47:5<583:EOESFM>2.0.ZU;2-C
Abstract
Independent component analysis (ICA) is a powerful tool for separating sign als from their mixtures. In this field, many algorithms were proposed, but they poorly use a priori information in order to find the desired signal. H ere, we propose a fixed point algorithm which uses a priori information to find the signal of interest out of a number of sensors. We particularly app lied the algorithm to cancel cardiac artifacts from a magnetoencephalogram.