DocumentCode :
1865641
Title :
On Universal Coding of Unordered Data
Author :
Varshney, Lav R. ; Goyal, Vivek K.
Author_Institution :
Res. Lab. of Electron., Massachusetts Inst. of Technol., Cambridge, MA, USA
fYear :
2007
fDate :
Jan. 29 2007-Feb. 2 2007
Firstpage :
183
Lastpage :
187
Abstract :
There are several applications in information transfer and storage where the order of source letters is irrelevant at the destination. For these source-destination pairs, multiset communication rather than the more difficult task of sequence communication may be performed. In this work, we study universal multiset communication. For classes of countable-alphabet sources that meet Kieffer´s condition for sequence communication, we present a scheme that universally achieves a rate of n + o(n) bits per multiset letter for multiset communication. We also define redundancy measures that are normalized by the logarithm of the multiset size rather than per multiset letter and show that these redundancy measures cannot be driven to zero for the class of finite-alphabet memoryless multisets. This further implies that finite-alphabet memoryless multisets cannot be encoded universally with vanishing fractional redundancy.
Keywords :
encoding; Kieffer condition; countable-alphabet sources; finite-alphabet memoryless multisets; fractional redundancy; information storage; information transfer; sequence communication; source-destination pairs; universal coding; universal multiset communication; unordered data; Entropy; Humans; Information representation; Laboratories; Multimedia databases; Portable media players; Size measurement; Source coding; Telephony; Transaction databases;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Theory and Applications Workshop, 2007
Conference_Location :
La Jolla, CA
Print_ISBN :
978-0-615-15314-8
Type :
conf
DOI :
10.1109/ITA.2007.4357578
Filename :
4357578
Link To Document :
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