• DocumentCode
    253129
  • Title

    A deterministic view on the capacity of bandlimited functions

  • Author

    Lim, T.J. ; Franceschcetti, M.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of California at San Diego, La Jolla, CA, USA
  • fYear
    2014
  • fDate
    Sept. 30 2014-Oct. 3 2014
  • Firstpage
    691
  • Lastpage
    698
  • Abstract
    In this paper, the relationship between Kolmogorov´s capacity and Shannon´s capacity in the context of communication with square-intgrable, bandlimited signals subject to additive noise is illustrated. Upper and lower bounds on the Kolmogorov capacity are derived, that improve upon previous results. The functional form of these bounds is analogous to the one of the capacity of the additive white Gaussian noise channel, showing an essential similarity between the deterministic and the stochastic approaches, and suggesting that communication limits are a fundamental physical concept that transcends the details of the specific mathematical description chosen for their representation.
  • Keywords
    AWGN channels; Kolmogorov capacity; Shannon capacity; additive noise; additive white Gaussian noise channel; bandlimited functions; mathematical description; Approximation methods; Entropy; Probabilistic logic; Signal to noise ratio; Standards; Upper bound;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication, Control, and Computing (Allerton), 2014 52nd Annual Allerton Conference on
  • Conference_Location
    Monticello, IL
  • Type

    conf

  • DOI
    10.1109/ALLERTON.2014.7028522
  • Filename
    7028522