On the AEP of word-valued sources

被引:9
|
作者
Nishiara, M [1 ]
Morita, H [1 ]
机构
[1] Univ Electrocommun, Grad Sch Informat Syst, Chofu, Tokyo 1828585, Japan
关键词
AEP; entropy rate; information source class; lossless data compression; string parsing;
D O I
10.1109/18.841193
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider a new class of information sources called word-valued sources in order to investigate coding algorithms based upon string parsing. A word-valued source is defined as a pair of an independent and identically distributed (i.i.d.) source with a countable alphabet and a function that maps each symbol into a finite sequence over a finite alphabet. A word-valued source is a nonstationary process and has countable states. Lf the function of a word-valued source is prefix-free, the entropy rate is characterized with a simple expression and the AEP (Asymptotic Equipartition Property) holds.
引用
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页码:1116 / 1120
页数:5
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