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Minimum Expected Length of Fixed-to-Variable Lossless Compression Without Prefix Constraints

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2 Author(s)
Wojciech Szpankowski ; Department of Computer Science, Purdue University, W. Lafayette, IN, USA ; Sergio Verdu

The minimum expected length for fixed-to-variable length encoding of an n-block memoryless source with entropy H grows as nH + O(1), where the term O(1) lies between 0 and 1. However, this well-known performance is obtained under the implicit constraint that the code assigned to the whole n-block is a prefix code. Dropping the prefix constraint, which is rarely necessary at the block level, we show that the minimum expected length for a finite-alphabet memoryless source with known distribution grows as nH-1/2 log n + O(1) unless the source is equiprobable. We also refine this result up to o(1) for those memoryless sources whose log probabilities do not reside on a lattice.

Published in:

IEEE Transactions on Information Theory  (Volume:57 ,  Issue: 7 )