• DocumentCode
    3121223
  • Title

    A random matrix approach to the finite blocklength regime of MIMO fading channels

  • Author

    Hoydis, Jakob ; Couillet, Romain ; Piantanida, Pablo ; Debbah, Mérouane

  • Author_Institution
    Bells Labs., Alcatel-Lucent, Stuttgart, Germany
  • fYear
    2012
  • fDate
    1-6 July 2012
  • Firstpage
    2181
  • Lastpage
    2185
  • Abstract
    This paper provides a novel central limit theorem (CLT) for the information density of the MIMO Rayleigh fading channel under white Gaussian inputs, when the data blocklength n and the number of transmit and receive antennas K and N, respectively, are large but of similar order of magnitude. This CLT is used to derive closed-form upper bounds on the error probability via an input-constrained version of Feinstein´s lemma by Polyanskiy et al. and the second-order approximation of the coding rate. Numerical evaluations suggest that the normal approximation is tight for reasonably small values of n, K, N.
  • Keywords
    MIMO communication; Rayleigh channels; approximation theory; encoding; error statistics; matrix algebra; receiving antennas; transmitting antennas; Feinstein lemma; MIMO Rayleigh fading channel; central limit theorem; closed-form upper bounds; coding rate; data blocklength; error probability; finite blocklength regime; information density; input-constrained version; random matrix; receive antennas; second-order approximation; transmit antennas; white Gaussian inputs; Approximation methods; Channel coding; Error probability; Fading; MIMO; Upper bound;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on
  • Conference_Location
    Cambridge, MA
  • ISSN
    2157-8095
  • Print_ISBN
    978-1-4673-2580-6
  • Electronic_ISBN
    2157-8095
  • Type

    conf

  • DOI
    10.1109/ISIT.2012.6283838
  • Filename
    6283838