DocumentCode
1188039
Title
Blind signal estimation in conjugate signal models with application to I/Q imbalance compensation
Author
Valkama, Mikko ; Renfors, Markku ; Koivunen, Visa
Author_Institution
Inst. of Commun. Eng., Tampere Univ. of Technol., Finland
Volume
12
Issue
11
fYear
2005
Firstpage
733
Lastpage
736
Abstract
This letter addresses the blind signal estimation problem in the so-called conjugate signal model, where the observed signal is a linear combination of the desired signal and its complex conjugate. It will be shown that blind signal recovery in this kind of signal model is feasible using only the second-order statistics of the observed signal, under the assumption of circular or proper complex signals. Furthermore, one practical example application in the field of communications receiver signal processing will be given, where the image signal interference caused by amplitude and phase mismatches of the receiver analog branches is digitally attenuated. In addition to the analytical results and practical implementation algorithms, the efficiency of the proposed estimation concepts in the digital image rejection application is evaluated using computer simulations, showing impressive performance results.
Keywords
adaptive estimation; adaptive signal processing; blind equalisers; blind source separation; channel estimation; radio receivers; radiofrequency interference; I-Q imbalance compensation; adaptive estimation; blind signal estimation; complex-valued signal; conjugate signal model; digital attenuation; digital image rejection application; image signal interference; radio receiver; receiver signal processing; second-order statistics; Algorithm design and analysis; Application software; Digital images; Estimation; Image analysis; Interference; Performance analysis; Signal processing; Signal processing algorithms; Statistics; Adaptive estimation; complex-valued signals; radio receivers; second-order statistics; signal estimation;
fLanguage
English
Journal_Title
Signal Processing Letters, IEEE
Publisher
ieee
ISSN
1070-9908
Type
jour
DOI
10.1109/LSP.2005.856891
Filename
1518888
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