Title :
Deterministic blind modulation-induced source separation for digital wireless communications
Author :
Leus, Geert ; Vandaele, Piet ; Moonen, Marc
Author_Institution :
Dept. of Electr. Eng., Katholieke Univ., Leuven, Heverlee, Belgium
fDate :
1/1/2001 12:00:00 AM
Abstract :
In this paper, we present a new simple deterministic blind source separation algorithm, which is based on modulating the same data symbol sequence with different code sequences and transmitting the resulting modulated data symbol sequences through different antennas. The algorithm does not exploit the finite alphabet property of the data symbols. As a result, no iterations are required, and convergence is not an issue. Instantaneous mixtures (frequency-flat fading), as well as convolutive mixtures (frequency-selective fading), can be handled. In the case of a convolutive mixture, the difficulties that occur when the users have unequal channel orders are avoided. Moreover, the proposed algorithm is robust against channel order underestimation
Keywords :
digital radio; fading channels; modulation coding; multi-access systems; multiuser channels; sequences; transmitting antennas; antennas; channel order underestimation; code sequences; convolutive mixtures; data symbol sequence; deterministic blind modulation-induced source separation; digital wireless communications; frequency-flat fading; frequency-selective fading; instantaneous mixtures; modulated data symbol sequences; unequal channel orders; Blind source separation; Digital modulation; Fading; Frequency; Hypercubes; Iterative algorithms; Modulation coding; Signal processing algorithms; Source separation; Wireless communication;
Journal_Title :
Signal Processing, IEEE Transactions on