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- Title
Application of decorrelation-independent component analysis to biomagnetic multi-channel measurements.
- Authors
Sander, Tilmann H.; Burghoff, Martin; Van Leeuwen, Peter; Trahms, Lutz
- Abstract
Biomagnetic multi-channel recordings are typically a superposition of signals from several biological sources of interest and from biological and technical noise sources. Besides averaging, source localization, and spectral analysis to name only a few methods, independent component analysis is an established tool to resolve the superposition present in raw biomagnetic data on a purely statistical basis. Here the time-delayed decorrelation-independent component analysis algorithm is applied to exemplary magnetocardiographic and magnetoencephalographic data and the successful signal separation is demonstrated.
- Publication
Biomedical Engineering / Biomedizinische Technik, 2007, Vol 52, Issue 1, p130
- ISSN
0013-5585
- Publication type
Article
- DOI
10.1515/BMT.2007.025