Computer Science – Information Theory
Scientific paper
2010-12-20
Computer Science
Information Theory
Submitted to the IEEE Transactions on Information Theory
Scientific paper
The penalty incurred by imposing a finite delay constraint in lossless source coding of a memoryless source is investigated. It is well known that for the so-called block-to-variable and variable-to-variable codes, the redundancy decays at best polynomially with the delay, which in this case is identified with the block or maximal phrase length, respectively. In stark contrast, it is shown that the redundancy can be made to decay exponentially with the delay constraint. The corresponding redundancy-delay exponent is shown to be bounded from below by the R\'enyi entropy of order 2 of the source, and from above (for almost all sources) in terms of the minimal source symbol probability and the alphabet size.
Feder Meir
Meron Eado
Shayevitz Ofer
Zamir Ram
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