• DocumentCode
    3510856
  • Title

    On the capacity of multiplicative finite-field matrix channels

  • Author

    Nóbrega, Roberto W. ; Uchôa-Filho, Bartolomeu F. ; Silva, Danilo

  • Author_Institution
    Dept. of Electr. Eng., Fed. Univ. of Santa Catarina, Florianopolis, Brazil
  • fYear
    2011
  • fDate
    July 31 2011-Aug. 5 2011
  • Firstpage
    341
  • Lastpage
    345
  • Abstract
    This paper deals with the multiplicative finite-field matrix channel, a discrete memoryless channel whose input and output are matrices (over a finite field) related by a multiplicative transfer matrix. Our model allows this transfer matrix to have any rank, while assuming that all transfer matrices with the same rank are equiprobable. While in general the capacity cannot be obtained in closed form, we provide a simplification of the problem (from qnm to O(n) variables) which allows for easy numerical computation. A tight upper bound on the capacity is also derived, and for the special case of constant-rank input, we obtain an exact formula. Several existing results can be obtained as special cases of our approach. In addition, we prove that the well-known approach of treating inputs and outputs as subspaces is information-lossless even in this more general case.
  • Keywords
    channel capacity; channel coding; linear codes; matrix algebra; memoryless systems; network coding; random codes; channel capacity; constant-rank input; discrete memoryless channel; multiplicative finite-field matrix channels; multiplicative transfer matrix; numerical computation; Channel capacity; Convex functions; Encoding; Entropy; Mutual information; Network coding; Probability distribution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Proceedings (ISIT), 2011 IEEE International Symposium on
  • Conference_Location
    St. Petersburg
  • ISSN
    2157-8095
  • Print_ISBN
    978-1-4577-0596-0
  • Electronic_ISBN
    2157-8095
  • Type

    conf

  • DOI
    10.1109/ISIT.2011.6034142
  • Filename
    6034142