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
相关论文
共 11 条
  • [1] Weighted Sum-Rate Maximization using Weighted MMSE for MIMO-BC Beamforming Design
    Christensen, Soren Skovgaard
    Agarwal, Rajiv
    de Carvalho, Elisabeth
    Cioffi, John M.
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2008, 7 (12) : 4792 - 4799
  • [2] EDELMAN A, 1995, MATH COMPUT, V64, P763, DOI 10.1090/S0025-5718-1995-1262279-2
  • [3] A Distributed Numerical Approach to Interference Alignment and Applications to Wireless Interference Networks
    Gomadam, Krishna
    Cadambe, Viveck R.
    Jafar, Syed A.
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2011, 57 (06) : 3309 - 3322
  • [4] Degrees of Freedom of the K User M x N MIMO Interference Channel
    Gou, Tiangao
    Jafar, Syed A.
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2010, 56 (12) : 6040 - 6057
  • [5] Linear transmit processing in MIMO communications systems
    Joham, M
    Utschick, W
    Nossek, JA
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2005, 53 (08) : 2700 - 2712
  • [6] Joint Tx-Rx beamforming design for multicarrier MIMO channels: A unified framework for convex optimization
    Palomar, DP
    Cioffi, JM
    Lagunas, MA
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2003, 51 (09) : 2381 - 2401
  • [7] A leakage-based precoding scheme for downlink multi-user MIMO channels
    Sadek, Mirette
    Tarighat, Alireza
    Sayed, Ali H.
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2007, 6 (05) : 1711 - 1721
  • [8] Generalized linear precoder and decoder design for MIMO channels using the weighted MMSE criterion
    Sampath, H
    Stoica, P
    Paulraj, A
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2001, 49 (12) : 2198 - 2206
  • [9] MSE-Based Transceiver Designs for the MIMO Interference Channel
    Shen, Hui
    Li, Bin
    Tao, Meixia
    Wang, Xiaodong
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2010, 9 (11) : 3480 - 3489
  • [10] An Iteratively Weighted MMSE Approach to Distributed Sum-Utility Maximization for a MIMO Interfering Broadcast Channel
    Shi, Qingjiang
    Razaviyayn, Meisam
    Luo, Zhi-Quan
    He, Chen
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2011, 59 (09) : 4331 - 4340