On Extending the Complex FastICA Algorithm to Noncircular Sources

The complex fast independent component analysis (c-FastICA) algorithm is one of the most ubiquitous methods for solving the ICA problems with complex-valued data. In this study, we extend the work of Bingham and Hyvarinen to the more general case of noncircular sources by deriving a new fixed-point...

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Veröffentlicht in:	IEEE transactions on signal processing Jg. 56; H. 5; S. 2148 - 2154
Hauptverfasser:	Novey, M., Adali, T.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York, NY IEEE 01.05.2008 Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algebra Algorithms Applied sciences Binary systems Computer simulation Cryptography Digital signal processing Error correction Error correction codes Exact sciences and technology Independent component analysis Independent component analysis (ICA) Information, signal and communications theory Keying Modulation, demodulation noncircular signals nonlinear functions Separation Signal and communications theory Signal processing Signal processing algorithms Stability analysis Telecommunications and information theory Performance evaluation nonlinear functions Non circular signal Independent component analysis Non linear function Stability criterion Covariance matrix Binary phase shift keying Algorithm Complex variable method Simulation noncircular signals Gaussian signal Independent component analysis (ICA) Fixed point
ISSN:	1053-587X, 1941-0476
Online-Zugang:	Volltext
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