TY - GEN
T1 - On universal coding of unordered data
AU - Varshney, Lav R.
AU - Goyal, Vivek K.
PY - 2007
Y1 - 2007
N2 - 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.
AB - 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.
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U2 - 10.1109/ITA.2007.4357578
DO - 10.1109/ITA.2007.4357578
M3 - Conference contribution
AN - SCOPUS:48049113206
SN - 9780615153148
T3 - 2007 Information Theory and Applications Workshop, Conference Proceedings, ITA
SP - 183
EP - 187
BT - 2007 Information Theory and Applications Workshop, Conference Proceedings, ITA
T2 - 2007 Information Theory and Applications Workshop, ITA
Y2 - 29 January 2007 through 2 February 2007
ER -