DocumentCode :
155319
Title :
Symmetric channels capacity computation by using groups and the Kullback-Leibler distance
Author :
Pedraza Arpasi, Jorge
Author_Institution :
Fed. Univ. of Pampa, Alegrete, Brazil
fYear :
2014
fDate :
25-26 Sept. 2014
Firstpage :
17
Lastpage :
22
Abstract :
In this work it is proposed a method to compute the capacity of channels with finite input alphabet. This method is based on the constancy of the Kullback-Leibler distances between the different conditional probability densities of the the output alphabet and the full densities of the output alphabet. After that, it is studied a general symmetric channels in terms of abstract groups and it is shown that the capacity of this kind of channels is achieved when its input random variable is uniform. Finally, it is made the analysis of the capacity of classical symmetric channels en terms of permutation and rotation groups.
Keywords :
channel capacity; group codes; matrix algebra; probability; Kullback-Leibler distance; finite input alphabet; symmetric channels capacity computation; Channel capacity; Computer science; Educational institutions; Equations; Mathematical model; Random variables; Silicon; Kullback-Leibler distance; Mutual Information; Permutation groups; Symmetric channels;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Electronic Engineering Conference (CEEC), 2014 6th
Conference_Location :
Colchester
Type :
conf
DOI :
10.1109/CEEC.2014.6958548
Filename :
6958548
Link To Document :
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