DocumentCode :
916884
Title :
An algorithm for computing the capacity of arbitrary discrete memoryless channels
Author :
Arimoto, Suguru
Volume :
18
Issue :
1
fYear :
1972
fDate :
1/1/1972 12:00:00 AM
Firstpage :
14
Lastpage :
20
Abstract :
A systematic and iterative method of computing the capacity of arbitrary discrete memoryless channels is presented. The algorithm is very simple and involves only logarithms and exponentials in addition to elementary arithmetical operations. It has also the property of monotonic convergence to the capacity. In general, the approximation error is at least inversely proportional to the number of iterations; in certain circumstances, it is exponentially decreasing. Finally, a few inequalities that give upper and lower bounds on the capacity are derived.
Keywords :
Information rates; Memoryless channels; Ash; Codes; Decoding; Information theory; Iterative algorithms; Iterative methods; Memoryless systems; Probability; Reactive power; Statistics;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.1972.1054753
Filename :
1054753
Link To Document :
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