Title :
A closed-form solution to blind MIMO FIR channel equalization for wireless communication systems based on autocorrelation matching
Author :
Luo, Hui ; Liu, Ruey-wen
Author_Institution :
AT&T Labs. - Res., Middletown, NJ, USA
Abstract :
The autocorrelation matching method is a second order statistics-based blind MIMO FIR channel equalization technique designed for wireless communication systems using multiple receiving antennas. This paper presents a closed-form solution to the optimal zero-forcing equalizer for the autocorrelation matching method. It can recover a transmitted signal with maximum SNR from an unknown MIMO FIR channel based on the autocorrelation coefficients of the transmitted signal and the autocorrelation matrices of the received signals. Numerical results obtained from intensive computer simulations are also given in this paper, which verify the effectiveness and accuracy of the closed-form solution.
Keywords :
FIR filters; MIMO systems; blind equalisers; correlation methods; matrix algebra; receiving antennas; FIR channel; MIMO channel equalization; autocorrelation matching; autocorrelation matrices; blind channel equalization; closed-form solution; multiple receiving antennas; optimal zero-forcing equalizer; second order statistics; wireless communication systems; Autocorrelation; Blind equalizers; Closed-form solution; Computer simulation; Finite impulse response filter; Iterative algorithms; MIMO; Signal processing; Transmitters; Wireless communication;
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.2003.1202630
