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A Context Tree Weighting Algorithm with an Incremental Context Set

Tsutomu KAWABATA, Frans M. J. WILLEMS

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Summary :

We propose a variation of the Context Tree Weighting algorithm for tree source modified such that the growth of the context resembles Lempel-Ziv parsing. We analyze this algorithm, give a concise upper bound to the individual redundancy for any tree source, and prove the asymptotic optimality of the data compression rate for any stationary and ergodic source.

Publication
IEICE TRANSACTIONS on Fundamentals Vol.E83-A No.10 pp.1898-1903
Publication Date
2000/10/25
Publicized
Online ISSN
DOI
Type of Manuscript
Special Section PAPER (Special Section on Information Theory and Its Applications)
Category
Source Coding and Data Compression

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