DocumentCode
774598
Title
Blind separation of complex I/Q independent sources with phase recovery
Author
He, Lin ; Thaiupathump, Trasapong ; Kassam, Saleem A.
Author_Institution
Dept. of Electr. & Syst. Eng., Univ. of Pennsylvania, Philadelphia, PA, USA
Volume
12
Issue
5
fYear
2005
fDate
5/1/2005 12:00:00 AM
Firstpage
419
Lastpage
422
Abstract
Blind source separation (BSS) techniques allow recovery of individual source signals from observed mixtures, exploiting only the assumption of mutual independence of sources. Generally, complex signals are recovered with an arbitrary phase rotation. In this letter, we propose two BSS algorithms to separate complex sources that have independent in-phase and quadrature (I/Q) parts. The proposed algorithms allow source phase recovery as well as separation. Simulation results demonstrate that the algorithms are effective in recovering source phases without affecting source separation.
Keywords
adaptive signal processing; blind source separation; signal reconstruction; BSS; adaptive signal processing; arbitrary phase rotation; blind source separation; complex I/Q independent sources; in-phase-quadrature; phase recovery; Blind source separation; Helium; Modeling; Phase shift keying; Probability distribution; Quadrature amplitude modulation; Signal processing algorithms; Source separation; Systems engineering and theory; Vectors; Adaptive signal processing; blind source separation (BSS); phase recovery;
fLanguage
English
Journal_Title
Signal Processing Letters, IEEE
Publisher
ieee
ISSN
1070-9908
Type
jour
DOI
10.1109/LSP.2005.845601
Filename
1420355
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