Bounds on redundancy in constrained delay arithmetic coding

Ofer Shayevitz*, Eado Meron, Meir Feder, Ram Zamir

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Scopus citations

Abstract

We address the problem of a finite delay constraint in an arithmetic coding system. Due to the nature of the arithmetic coding process, source sequences causing arbitrarily large encoding or decoding delays exist. Therefore, to meet a finite delay constraint, it is necessary to intervene with the normal flow of the coding process, e.g., to insert fictitious symbols. This results in an inevitable coding rate redundancy. In this paper, we derive an upper bound on the achievable redundancy for a memory less source. We show that this redundancy decays exponentially as a function of the delay constraint, and thus it is clearly superior to block to variable methods in that aspect. The redundancy-delay exponent is shown to be lower bounded by log(1/α), where α is the probability of the most likely source symbol. Our results are easily applied to practical problems such as the compression of English text.

Original languageEnglish
Title of host publicationProceedings - DCC 2007
Subtitle of host publication2007 Data Compression Conference
Pages133-140
Number of pages8
DOIs
StatePublished - 2007
EventDCC 2007: 2007 Data Compression Conference - Snowbird, UT, United States
Duration: 27 Mar 200729 Mar 2007

Publication series

NameData Compression Conference Proceedings
ISSN (Print)1068-0314

Conference

ConferenceDCC 2007: 2007 Data Compression Conference
Country/TerritoryUnited States
CitySnowbird, UT
Period27/03/0729/03/07

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