• DocumentCode
    3608558
  • Title

    A Second-Order Achievable Rate Region for Gaussian Multi-Access Channels via a Central Limit Theorem for Functions

  • Author

    MolavianJazi, Ebrahim ; Laneman, J. Nicholas

  • Author_Institution
    Univ. of Notre Dame, Notre Dame, IN, USA
  • Volume
    61
  • Issue
    12
  • fYear
    2015
  • Firstpage
    6719
  • Lastpage
    6733
  • Abstract
    Motivated by the growing application of multi-access networks with stringent delay constraints, we investigate the Gaussian multiple-access channel (MAC) in the finite blocklength regime. By applying central limit theorem (CLT) approximations to non-asymptotic information-spectrum inner bounds, we obtain second-order achievable rate regions for the Gaussian MAC with a positive average error probability and per-codeword power constraints. Our achievability results use spherical inputs uniformly distributed on the power shells, which lead to summations of dependent information random variables. However, we conduct the analysis through a convenient yet powerful form of the CLT, called the CLT for functions.
  • Keywords
    Gaussian channels; approximation theory; radio networks; wireless channels; CLT approximations; Gaussian MAC; Gaussian multiaccess channels; MAC; central limit theorem; finite blocklength; information random variables; multiaccess networks; nonasymptotic information spectrum inner bounds; percodeword power constraints; positive average error probability; second order achievable rate region; stringent delay constraints; Channel coding; Decoding; Dispersion; Mutual information; Random variables; Yttrium; Random coding and threshold decoding; change of measure; delta method; dispersion matrix; low-latency communications; mutual information random variable; non-asymptotic achievability bounds; power shell input; second-order coding rate;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2015.2492547
  • Filename
    7300429