• DocumentCode
    2001779
  • Title

    Higher order asymptotics of mutual information for nonlinear channels with nongaussian noise

  • Author

    Prelov, Viacheslav V. ; Van der Meulen, Edward C.

  • Author_Institution
    Inst. of Inf. Transmission Problems, Russian Acad. of Sci., Moscow, Russia
  • fYear
    2003
  • fDate
    29 June-4 July 2003
  • Firstpage
    83
  • Abstract
    In this paper, we are interested in finding the higher order asymptotics of the mutual information I(X; εf(X) + Z] up to terms of order o(εn) as ε → 0 where n is a given integer, n ≥ 2. The higher order asymptotics for such mutual information in the simplest channel model V. V. Prelov (1989) was found in V. V. Prelov (1988) for the case where the noise Z is Gaussian and in V. V. Prelov (1989) if Z is nonGaussian. In the recent paper V. V. Prelov, S. Verdu (2002), the second order asymptotics of the mutual information was found for multidimensional complex-valued nonlinear channels similar to V. V. Prelov (1988) with a Gaussian noise Z.
  • Keywords
    channel capacity; memoryless systems; noise; probability; higher order asymptotics; multidimensional complex-valued nonlinear channel; mutual information; nongaussian noise; Additive noise; Communication channels; Fading; Gaussian noise; Mathematics; Mutual information; Noise reduction; Probability density function; Random variables; Signal to noise ratio;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory, 2003. Proceedings. IEEE International Symposium on
  • Print_ISBN
    0-7803-7728-1
  • Type

    conf

  • DOI
    10.1109/ISIT.2003.1228097
  • Filename
    1228097