DocumentCode :
3853120
Title :
Simple entropy estimator for small datasets
Author :
J. Montalvao;D.G. Silva;R. Attux
Author_Institution :
Federal University of Sergipe, Brazil
Volume :
48
Issue :
17
fYear :
2012
fDate :
8/16/2012 12:00:00 AM
Firstpage :
1059
Lastpage :
1061
Abstract :
A pragmatic approach for entropy estimation is presented. It is based on coincidence detection and its application leads to a simple algorithm with two attractive features: the method can be used without any a priori knowledge concerning the source alphabet cardinality (K) and it can provide useful, though biased, estimates even when the number of samples is less than K.
Journal_Title :
Electronics Letters
Publisher :
iet
ISSN :
0013-5194
Type :
jour
DOI :
10.1049/el.2012.2002
Filename :
6272450
Link To Document :
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