• DocumentCode
    1605757
  • Title

    MMSE analysis of certain large isometric random precoded systems

  • Author

    Debbah, Mérouane ; Hachem, Walid ; Loubaton, Philippe ; De Courville, Marc

  • Author_Institution
    Motorola Labs.-Paris, Gif-sur-Yvette, France
  • fYear
    2001
  • fDate
    6/23/1905 12:00:00 AM
  • Firstpage
    158
  • Lastpage
    160
  • Abstract
    Linear precoding consists in multiplying by a N×K matrix a K-dimensional vector obtained by serial to parallel conversion of a symbol sequence to be transmitted. We analyse the performance of MMSE receivers for certain large random isometric precoded systems on fading channels. Using new tools, borrowed from the so-called free probability theory, it can be shown that the signal to interference plus noise ratio at the equalizer output converges almost surely to a deterministic value depending on the probability distribution of the channel coefficients when N→+∞ and K/N→α⩽1. These asymptotic results are used to optimally balance the redundancy introduced between linear precoding and classical convolutional coding, while preserving a simple MMSE equalization scheme at the receiver
  • Keywords
    convolutional codes; equalisers; fading channels; interference (signal); least mean squares methods; linear codes; probability; random codes; MMSE analysis; MMSE equalization; MMSE receivers; QPSK; asymptotic results; channel coefficients; convolutional coding; fading channels; free probability theory; large isometric random precoded systems; linear precoding; performance analysis; probability distribution; signal to interference plus noise ratio; symbol sequence; Attenuation; Detectors; Equalizers; Fading; Interference; Maximum likelihood detection; Performance analysis; Probability distribution; Signal to noise ratio; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Workshop, 2001. Proceedings. 2001 IEEE
  • Conference_Location
    Cairns, Qld.
  • Print_ISBN
    0-7803-7119-4
  • Type

    conf

  • DOI
    10.1109/ITW.2001.955170
  • Filename
    955170