Title :
High Speed Look-Ahead LMS Detector for MIMO Systems
Author :
Kan, Wen-Chih ; Sobelman, Gerald E.
Author_Institution :
Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis, MN 55455 USA, e-mail: kanx0008@umn.edu
Abstract :
Adaptive MIMO detection is used when knowledge of the channel is unavailable. We propose an efficient look-ahead LMS algorithm for MIMO systems which has no noticeable performance loss compared to the standard LMS procedure. In particular, the additional logic introduced into the feedback path can be retimed to reduce the critical path delay. We illustrate this by implementing both the retimed look-ahead LMS and standard LMS on a Xilinx Virtex 4 FPGA. Our synthesis results show that the new design can operate at 173 MHz, compared to 135 MHz for standard LMS.
Keywords :
AWGN; Adaptive algorithm; Decorrelation; Detection algorithms; Detectors; Field programmable gate arrays; Least squares approximation; MIMO; Performance loss; Very large scale integration; LMS; MIMO; look-ahead; retiming;
Conference_Titel :
Signal Processing Systems, 2007 IEEE Workshop on
Conference_Location :
Shanghai, China
Print_ISBN :
978-1-4244-1222-8
Electronic_ISBN :
1520-6130
DOI :
10.1109/SIPS.2007.4387517