Title :
A Leakage-Based MMSE Beamforming Design for a MIMO Interference Channel
Author :
Sun, Fan ; De Carvalho, Elisabeth
Author_Institution :
Dept. of Electron. Syst., Aalborg Univ., Aalborg, Denmark
fDate :
6/1/2012 12:00:00 AM
Abstract :
We propose a low complexity design of the linear transmit filters for a MIMO interference channel. This design is based on a minimum mean squared error (MMSE) approach incorporating the signal and the interference leakage for each transmitter. Unlike the previous methods, it allows a closed-form expression of the regularization factor for the MMSE transmit filter. Hence, it requires a lower computational complexity compared to the conventional MMSE approach that is optimally achieved by solving a polynomial equation to find the regularization factor. Furthermore, the mean squared error (MSE) performance of the proposed design is verified by simulations to have nearly no loss compared to the conventional MMSE approach.
Keywords :
MIMO communication; array signal processing; communication complexity; interference (signal); least mean squares methods; MIMO interference channel; computational complexity; interference leakage; leakage-based MMSE beamforming design; linear transmit filters; minimum mean squared error approach; Complexity theory; Convergence; Cost function; Interference channels; MIMO; Transmitters; MIMO interference channel; MMSE; linear beamforming;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2012.2196040