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A Universal Grammar-Based Code for Lossless Compression of Binary Trees

Authors :
En-hui Yang
John C. Kieffer
Jie Zhang
Source :
IEEE Transactions on Information Theory. 60:1373-1386
Publication Year :
2014
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 2014.

Abstract

We consider the problem of lossless compression of binary trees, with the aim of reducing the number of code bits needed to store or transmit such trees. A lossless grammar-based code is presented, which encodes each binary tree into a binary codeword in two steps. In the first step, the tree is transformed into a context-free grammar from which the tree can be reconstructed. In the second step, the context-free grammar is encoded into a binary codeword. The decoder of the grammar-based code decodes the original tree from its codeword by reversing the two encoding steps. It is shown that the resulting grammar-based binary tree compression code is a universal code on a family of probabilistic binary tree source models satisfying certain weak restrictions.

Details

ISSN :
15579654 and 00189448
Volume :
60
Database :
OpenAIRE
Journal :
IEEE Transactions on Information Theory
Accession number :
edsair.doi.dedup.....9461a930a1ffdba81689a3f38455bfa2
Full Text :
https://doi.org/10.1109/tit.2013.2295392