Title :
Blind source separation with order recovery for MIMO system and an Alamouti or Tarokh space-time block coding scheme
Author :
Daumont, Steredenn ; GUennec, Daniel Le
Author_Institution :
IETR/SUPELEC, Rennes
Abstract :
We consider the problem of blind sources separation (BSS), i.e., without the use of training sequences, for a multiuser communication system using a linear multiple input multiple output (MIMO) system combined with an Alamouti or Tarokh space-time block coding scheme. In this coding scheme, each symbol is transmitted using several time slots and through a linear instantaneous mixing channel. In order to separate the sources, we use the multiuser kurtosis (MUK) algorithm, usually used in Bell layered space time (BLAST) scheme. This algorithm allows to separate the sources in spite to redundancy insert by Alamouti and Tarokh scheme. So, we propose a new method, applied after MUK algorithm, which raises the ambiguity of sources order inherent in BSS algorithm, thanks to redundancy. Furthermore, it is shown theoretically that using this method reduces the mean square error (MSE) of 3 dB compared with a method which doesn´t exploit the redundancy.
Keywords :
MIMO communication; blind source separation; block codes; mean square error methods; space-time codes; Alamouti scheme; Bell layered space time scheme; MIMO system; Tarokh scheme; blind source separation; instantaneous mixing channel; mean square error method; multiple input multiple output system; multiuser communication system; multiuser kurtosis algorithm; order recovery; space-time block coding; time slots; Blind source separation; Block codes; Information technology; MIMO; Mean square error methods; Redundancy; Signal processing; Signal processing algorithms; Source separation; Transmitting antennas; BSS; MIMO; MUK algorithm; OSTBC;
Conference_Titel :
Signal Processing and Information Technology, 2007 IEEE International Symposium on
Conference_Location :
Giza
Print_ISBN :
978-1-4244-1835-0
Electronic_ISBN :
978-1-4244-1835-0
DOI :
10.1109/ISSPIT.2007.4458103