• DocumentCode
    1534129
  • Title

    The 1 -Vertex Transfer Matrix and Accurate Estimation of Channel Capacity

  • Author

    Friedland, Shmuel ; Lundow, Per Håkan ; Markström, Klas

  • Author_Institution
    Dept. of Math., Univ. of Illinois at Chicago, Chicago, IL, USA
  • Volume
    56
  • Issue
    8
  • fYear
    2010
  • Firstpage
    3692
  • Lastpage
    3699
  • Abstract
    The notion of a 1-vertex transfer matrix for multidimensional codes is introduced. It is shown that the capacity of such codes, or the topological entropy, can be expressed as the limit of the logarithm of spectral radii of 1-vertex transfer matrices. Storage and computations using the 1-vertex transfer matrix are much smaller than storage and computations needed for the standard transfer matrix. The method is applied to estimate the first 15 digits of the entropy of the 2-D (0, 1) run length limited channel. A large-scale computation of eigenvalues for the (0, 1) run length limited channel in 2-D and 3-D have been carried out. This was done in order to be able to compare the computational cost of the new method with the standard transfer matrix and have rigorous bounds to compare the estimates with. This in turn leads to improvements on the best previous lower and upper bounds for these channels.
  • Keywords
    channel capacity; channel estimation; codes; eigenvalues and eigenfunctions; entropy; transfer function matrices; 1-vertex transfer matrix; 2D (0,1) run length limited channel; channel capacity estimation; computational cost; eigenvalues; multidimensional codes; spectral radii; storage; topological entropy; Channel capacity; Computational efficiency; Costs; Eigenvalues and eigenfunctions; Entropy; Information theory; Mathematics; Multidimensional systems; Physics; Statistics; Channel capacity; multidimensional codes; optical storage; phrases; transfer matrices;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2010.2050802
  • Filename
    5508617