Title :
A fast recursive algorithm for optimum sequential signal detection in a BLAST system
Author :
Benesty, Jacob ; Huang, Yiteng ; Chen, Jingdong
Author_Institution :
Lucent Technol. Bell Labs., Murray Hill, NJ, USA
Abstract :
BLAST (Bell Laboratories layered Space-Time) wireless systems are multiple-antenna communication schemes which can achieve very high spectral efficiencies in scattering environments, with no increase in bandwidth or transmitted power. The most popular and, by far, the most practical architecture is the so-called vertical BLAST (V-BLAST). The signal detection algorithm of a V-BLAST system is computationally very intensive. If the number of transmitters is M and is equal to the number of receivers, this complexity is proportional to M4 at each sample time. In this paper, we propose a simple and very efficient algorithm that reduces the complexity by a factor of M.
Keywords :
electromagnetic wave scattering; optimisation; receiving antennas; recursive estimation; signal detection; signal sampling; transmitting antennas; Bell Laboratories layered Space-Time; V-BLAST; complexity; multiple-antenna communication schemes; optimum sequential signal detection; receivers; recursive algorithm; sample time; scattering environments; spectral efficiencies; transmitters; vertical BLAST; wireless systems; AWGN; Covariance matrix; Jacobian matrices; MIMO; Receiving antennas; Scattering; Signal detection; Space technology; Transmitters; Transmitting antennas;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1199878