Redundancy of the Lempel-Ziv codes
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abstract
For unifilar, Markov sources, we demonstrate that the redundancy of encoding the first n letters of the source output with the Lempel-Ziv (1977) string matching code (LZ '77) is O((ln ln n)/(ln n)) and the redundancy with the Lempel-Ziv incremental parsing rule (LZ '78) is O(1/(ln n)); in both cases, we upper bound the exact form of convergence. 1997 IEEE.
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Proceedings of IEEE International Symposium on Information Theory