A Leakage-Based MMSE Beamforming Design for a MIMO Interference Channel

被引:54
|
作者
Sun, Fan [1 ]
de Carvalho, Elisabeth [1 ]
机构
[1] Univ Aalborg, Dept Elect Syst, DK-9220 Aalborg, Denmark
关键词
MMSE; MIMO interference channel; linear beamforming; WEIGHTED MMSE; OPTIMIZATION; SYSTEMS;
D O I
10.1109/LSP.2012.2196040
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
引用
收藏
页码:368 / 371
页数:4
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