Title :
Semi-Blind Cancellation of IQ-Imbalances
Author :
Hesse, Matthias ; Mailand, Marko ; Jentschel, Hans-Joachim ; Deneire, Luc ; Lebrun, Jérôme
Author_Institution :
Lab. I3S, Sophia Antipolis
Abstract :
The technical realization of modern wireless receivers yields significant interfering IQ-imbalances, which have to be compensated digitally. To cancel these IQ-imbalances, we propose an algorithm using iterative blind source separation (IBSS) as well as information about the modulation scheme used (hence the term semi-blind). The novelty of our approach lies in the fact that we match the nonlinearity involved in the IBSS algorithm to the probability density function of the source signals. Moreover, we use approximations of the ideal non-linearity to achieve low computational complexity. For severe IQ-mismatch, the algorithm leads to 0.2 dB insertion loss in an AWGN channel and with 16-QAM modulation.
Keywords :
AWGN channels; approximation theory; blind source separation; iterative methods; probability; quadrature amplitude modulation; radio receivers; 16-QAM modulation; AWGN; IBSS algorithm; IQ-imbalance cancellation; additive white Gaussian noise channel; approximation method; iterative blind source separation; probability density function; quadrature amplitude modulation; wireless receiver; AWGN channels; Baseband; Blind source separation; Communications Society; Computational complexity; Hafnium; Insertion loss; Iterative algorithms; Probability density function; Source separation;
Conference_Titel :
Communications, 2008. ICC '08. IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2075-9
Electronic_ISBN :
978-1-4244-2075-9
DOI :
10.1109/ICC.2008.942