DocumentCode :
640221
Title :
Redundancy analysis in lossless compression of a binary tree via its minimal DAG representation
Author :
Jie Zhang ; En-Hui Yang ; Kieffer, John C.
Author_Institution :
Avoca Technol. Inc., Richmond Hill, ON, Canada
fYear :
2013
fDate :
7-12 July 2013
Firstpage :
1914
Lastpage :
1918
Abstract :
Let T denote the set of all structurally inequivalent finite rooted ordered binary trees. For each t ϵ e T, let D(t) be the unique minimal DAG representation of t, and let r(t) ϵ (0,1] be the ratio of the number of vertices of D(t) to the number of leaves oft. A lossless prefix encoder φ on {D(t) : t ϵ T} is proposed, and then a two-step lossless encoder φ* on T is defined by φ*(t) =Δ φ(D(t)) for t ϵ T. Let γ be the function γ(x) =Δ (x/2)log2(2/x) for x ϵ (0,1]. It is shown that the normalized pointwise redundancy in encoding each t ϵ T via φ* is O(γ(r(t))). Furthermore, given a binary tree source whose output is a sequence of random trees growing in size, weak sufficient conditions on the source are presented under which the normalized average redundancy of φ* with respect to the source vanishes asymptotically. This result allows for the identification of some families of binary tree sources on which φ* acts as a universal code.
Keywords :
codes; data compression; trees (mathematics); binary tree source; encoding; finite rooted ordered binary trees; lossless compression; lossless prefix encoder; minimal DAG representation; normalized average redundancy; normalized pointwise redundancy; random trees; redundancy analysis; two-step lossless encoder; universal code; Binary trees; Decoding; Educational institutions; Encoding; Probability distribution; Redundancy;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on
Conference_Location :
Istanbul
ISSN :
2157-8095
Type :
conf
DOI :
10.1109/ISIT.2013.6620559
Filename :
6620559
Link To Document :
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