• DocumentCode
    2378391
  • Title

    Typical performance of generalised vector channels

  • Author

    Alamino, Roberto C. ; Saad, David

  • Author_Institution
    Neural Comput. Res. Group, Aston Univ., Birmingham
  • fYear
    2008
  • fDate
    1-3 April 2008
  • Firstpage
    598
  • Lastpage
    602
  • Abstract
    We introduce a general matrix formulation for multiuser channels and analyse the special cases of Multiple-Input Multiple-Output channels, channels with interference and relay arrays under LDPC coding using methods developed for the statistical mechanics of disordered systems. We use the replica method to provide results for the typical overlaps of the original and recovered messages and discuss their implications. The results obtained are consistent with belief propagation and density evolution results but also complement them giving additional insights into the information dynamics of these channels with unexpected effects in some cases.
  • Keywords
    MIMO communication; channel coding; matrix algebra; multiuser channels; parity check codes; statistical analysis; vectors; LDPC coding; belief propagation; density evolution; disordered system; general matrix formulation; generalised vector channel performance; multiple-input multiple-output channel interference; multiuser channel; relay array; replica method; statistical mechanics; AWGN; Collaboration; Decoding; Error correction codes; Interference; MIMO; Multiuser channels; Parity check codes; Physics; Relays;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks and Workshops, 2008. WiOPT 2008. 6th International Symposium on
  • Conference_Location
    Berlin
  • Print_ISBN
    978-963-9799-18-9
  • Electronic_ISBN
    978-963-9799-18-9
  • Type

    conf

  • DOI
    10.1109/WIOPT.2008.4586143
  • Filename
    4586143