Title :
Blind source separation for BLAST
Author :
Sansrimahachai, P. ; Ward, D.B. ; Constantinides, A.G.
Author_Institution :
Dept. of Electr. & Electron. Eng., Imperial Coll. of Sci., Technol. & Med., London, UK
Abstract :
We present a new blind source separation (BSS) approach for Bell Labs layered space-time (BLAST) communication system. The proposed algorithm is derived from the multimodulus algorithm (MMA) and employs the Gram-Schmidt orthogonalization procedure. The basic idea is to adjust the real and imaginary parts of the equalizer matrix separately and then project the updated parameters to the orthogonality constraints which ensure independence among the equalizer outputs. The simulation results show that the proposed algorithm has better performance compared to the multiuser kurtosis algorithm (MUK) with comparable computational complexities.
Keywords :
MIMO systems; blind source separation; computational complexity; equalisers; matrix algebra; radio links; BLAST; BSS; Bell Labs layered space-time communication system; Gram-Schmidt orthogonalization procedure; MIMO; blind source separation; computational complexity; equalizer matrix; multimodulus algorithm; multiple-input multiple-output; multiuser kurtosis algorithm; wireless communications; Additive white noise; Blind source separation; Educational institutions; Equalizers; Equations; MIMO; Receiving antennas; Source separation; Space technology; Transmitting antennas;
Conference_Titel :
Digital Signal Processing, 2002. DSP 2002. 2002 14th International Conference on
Print_ISBN :
0-7803-7503-3
DOI :
10.1109/ICDSP.2002.1027854