• DocumentCode
    1501723
  • 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
  • Volume
    19
  • Issue
    6
  • fYear
    2012
  • fDate
    6/1/2012 12:00:00 AM
  • Firstpage
    368
  • Lastpage
    371
  • 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;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/LSP.2012.2196040
  • Filename
    6189034