• DocumentCode
    2324948
  • Title

    A comparison of decoding techniques for Interference Alignment

  • Author

    Ntranos, Vasileios ; Caire, Giuseppe

  • Author_Institution
    Univ. of Southern California, Los Angeles, CA, USA
  • fYear
    2012
  • fDate
    2-4 May 2012
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Interference Alignment (IA) is a general principle for signaling over an interference Gaussian channel, such that at each receiver the superposition of the interfering signals spans a small-dimensional subspace, linearly independent of the desired signal subspace. While signal subspace IA is known to achieve the degrees of freedom of certain classes of interference channels, in this paper we focus on its performance at finite SNR. We consider scenarios where IA is achieved without symbol extension (i.e., without precoding across time and frequency, but only across multiple antennas) and investigate the performance of the standard linear zero-forcing receiver, of linear integer forcing receivers, and of (non-linear) joint decoding implemented by lattice decoding with MMSE generalized decision feedback preprocessing. We show that the latter provides a significant improvement in terms of uncoded symbol error rate, averaged over the fading channel statistics.
  • Keywords
    Gaussian channels; decoding; fading channels; interference (signal); least mean squares methods; radio receivers; MMSE generalized decision feedback preprocessing; fading channel statistics; interference Gaussian channel; interference alignment; lattice decoding; linear integer forcing receiver; linear zero-forcing receiver; nonlinear joint decoding; uncoded symbol error rate; Interference channels; Lattices; MIMO; Receivers; Signal to noise ratio; Vectors; Interference Alignment; Lattice Decoding; Linear Integer-Forcing; Linear Zero-Forcing; Underdetermined Integer Least-Squares;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications Control and Signal Processing (ISCCSP), 2012 5th International Symposium on
  • Conference_Location
    Rome
  • Print_ISBN
    978-1-4673-0274-6
  • Type

    conf

  • DOI
    10.1109/ISCCSP.2012.6217870
  • Filename
    6217870