• DocumentCode
    3351190
  • Title

    Some Analogies Between Thermodynamics and Shannon Theory

  • Author

    Samardzija, Dragan

  • Author_Institution
    Alcatel-Lucent, Holmdel
  • fYear
    2007
  • fDate
    14-16 March 2007
  • Firstpage
    166
  • Lastpage
    171
  • Abstract
    In this paper we present some analogies between thermodynamics and certain Shannon theory results. We revisit the previously published results that relate notion of energy and information. We then introduce a thermodynamic system that could be used to store information. The ideal gas is considered. We present the corresponding thermodynamic analysis and establish equivalence with the additive white Gaussian noise (AWGN) channel capacity formula. Specifically, we show that the average energy needed for adiabatic compression of the ideal gas to 1/N of its initial volume is the same as the average energy needed to achieve the capacity C = log, N of the equivalent AWGN channel. In addition, the analysis is extended to show a link between the gas volume and minimum squared codeword distance. Furthermore, we show that the ideal gas which went through the adiabatic compression, and later settled according to the second law of thermodynamics, will reach an equilibrium state which is directly related to Shannon random coding and joint typicality decoding.
  • Keywords
    AWGN channels; channel capacity; data compression; decoding; entropy codes; random codes; random processes; thermodynamics; Shannon random coding theory; additive white Gaussian noise channel; adiabatic compression; decoding theory; minimum squared codeword distance; thermodynamic entropy code; AWGN; Additive white noise; Channel capacity; Data mining; Decoding; Entropy; Information theory; Laboratories; Physics; Thermodynamics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Sciences and Systems, 2007. CISS '07. 41st Annual Conference on
  • Conference_Location
    Baltimore, MD
  • Print_ISBN
    1-4244-1063-3
  • Electronic_ISBN
    1-4244-1037-1
  • Type

    conf

  • DOI
    10.1109/CISS.2007.4298293
  • Filename
    4298293