DocumentCode
2280994
Title
An efficient square-root algorithm for BLAST
Author
Hassibi, Babak
Author_Institution
Lucent Technol. Bell Labs., Murray Hill, NJ, USA
Volume
2
fYear
2000
fDate
2000
Abstract
Bell Labs Layered Space-Time (BLAST) is a scheme for transmitting information over a rich-scattering wireless environment using multiple receive and transmit antennas. The main computational bottleneck in the BLAST algorithm is a “nulling and cancellation” step, where the optimal ordering for the sequential estimation and detection of the received signals is determined. To reduce the computational cost of BLAST, we develop an efficient square-root algorithm for the nulling and cancellation step. The main features of the algorithm include efficiency: the computational cost is reduced by 0.7 M, where M is the number of transmit antennas, and numerical stability: the algorithm is division-free and uses only orthogonal transformations. In a 14 antenna system designed for transmission of 1 Mbit/s over a 30 kHz channel, the nulling and cancellation computation is reduced from 190 MFlops/s to 19 MFlops/s, with the overall computations being reduced from 220 MFlops/s to 49 MFlops/s. The numerical stability of the algorithm also make it attractive for implementation in fixed-point (rather than floating-point) architectures
Keywords
computational complexity; fixed point arithmetic; numerical stability; radio links; receiving antennas; sequential estimation; signal detection; transmitting antennas; 1 Mbit/s; 19 MFLOPS; 49 MFLOPS; BLAST; BLAST algorithm; Bell Labs Layered Space-Time scheme; computational cost; efficient square-root algorithm; fixed-point architectures; multiple receive/transmit antennas; nulling/cancellation step; numerical stability; orthogonal transformations; rich-scattering wireless environment; sequential estimation; signal detection; Computational complexity; Computational efficiency; Costs; Decoding; Mathematics; Numerical stability; Receiving antennas; Space technology; Transmitting antennas; Wireless LAN;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location
Istanbul
ISSN
1520-6149
Print_ISBN
0-7803-6293-4
Type
conf
DOI
10.1109/ICASSP.2000.859065
Filename
859065
Link To Document