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