• DocumentCode
    1311477
  • Title

    Eigenvalue Estimates and Mutual Information for the Linear Time-Varying Channel

  • Author

    Farrell, Brendan ; Strohmer, Thomas

  • Author_Institution
    Lehrstuhl fur Theor. Informationstechnik, Tech. Univ. Munchen, Munich, Germany
  • Volume
    57
  • Issue
    9
  • fYear
    2011
  • Firstpage
    5710
  • Lastpage
    5719
  • Abstract
    We consider linear time-varying channels with additive white Gaussian noise. For a large class of such channels we derive rigorous estimates of the eigenvalues of the correlation matrix of the effective channel in terms of the sampled time-varying transfer function and, thus, provide a theoretical justification for a relationship that has been frequently observed in the literature. We then use this eigenvalue estimate to derive an estimate of the mutual information of the channel. Our approach is constructive and is based on a careful balance of the tradeoff between approximate operator diagonalization, signal dimension loss, and accuracy of eigenvalue estimates.
  • Keywords
    AWGN channels; eigenvalues and eigenfunctions; additive white Gaussian noise; approximate operator diagonalization; eigenvalue estimates; linear time-varying channel; mutual information; sampled time-varying transfer function; signal dimension loss; Correlation; Eigenvalues and eigenfunctions; Fourier transforms; Mutual information; Time frequency analysis; Time-varying channels; Transfer functions; Approximate diagonalization; Weyl–Heisenberg system; eigenvalue estimates; mutual information; time-varying channel;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2011.2161919
  • Filename
    6006578