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
Link To Document