DocumentCode :
715419
Title :
Tight bounds for symmetric divergence measures and a new inequality relating f-divergences
Author :
Sason, Igal
Author_Institution :
Dept. of Electr. Eng., Technion, Haifa, Israel
fYear :
2015
fDate :
April 26 2015-May 1 2015
Firstpage :
1
Lastpage :
5
Abstract :
Tight bounds for several symmetric divergence measures are introduced, given in terms of the total variation distance. Each of these bounds is attained by a pair of 2 or 3-element probability distributions. An application of these bounds for lossless source coding is provided, refining and improving a certain bound by Csiszár. A new inequality relating f-divergences is derived, and its use is exemplified. The last section of this conference paper is not included in the recent journal paper [16], as well as some new remarks that are linked to new references.
Keywords :
probability; source coding; 2-element probability distribution; 3-element probability distribution; inequality-relating f-divergences; lossless source coding; symmetric divergence measures; tight bounds; total variation distance; Digital TV; Entropy; Probability distribution; Redundancy; Source coding; Upper bound;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Theory Workshop (ITW), 2015 IEEE
Conference_Location :
Jerusalem
Print_ISBN :
978-1-4799-5524-4
Type :
conf
DOI :
10.1109/ITW.2015.7133079
Filename :
7133079
Link To Document :
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