TY - JOUR
T1 - Asymptotic property of universal lossless coding for independent piecewise identically distributed sources
AU - Suko, Tota
AU - Matsushima, Toshiyasu
AU - Hirasawa, Shigeichi
PY - 2010
Y1 - 2010
N2 - The universal lossless source coding problem is one of the most important problem in communication systems. The aim of source coding is to compress data to reduce costs in digital communication. Traditional universal source coding schemes are usually designed for stationary sources. Recently, some universal codes for nonstationary sources have been proposed. Independent piecewise identically distributed (i.p.i.d.) sources are simple nonstationary sources that parameter changes discontinuously. In this paper, we assume new i.p.i.d. sources class, and we prove that Bayes codes minimize the mean redundancy when parameter transition pattern is known and parameter is unknown.
AB - The universal lossless source coding problem is one of the most important problem in communication systems. The aim of source coding is to compress data to reduce costs in digital communication. Traditional universal source coding schemes are usually designed for stationary sources. Recently, some universal codes for nonstationary sources have been proposed. Independent piecewise identically distributed (i.p.i.d.) sources are simple nonstationary sources that parameter changes discontinuously. In this paper, we assume new i.p.i.d. sources class, and we prove that Bayes codes minimize the mean redundancy when parameter transition pattern is known and parameter is unknown.
KW - Bayes codes
KW - Nonstationary sources
KW - Universal source coding
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U2 - 10.1080/09720529.2010.10698301
DO - 10.1080/09720529.2010.10698301
M3 - Article
AN - SCOPUS:78651556961
SN - 0972-0529
VL - 13
SP - 383
EP - 391
JO - Journal of Discrete Mathematical Sciences and Cryptography
JF - Journal of Discrete Mathematical Sciences and Cryptography
IS - 4
ER -