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Low-Memory Adaptive Prefix Coding

2008/11/21 by Travis Gagie, Marek Karpiński, Marek Karpinski +4
Computer Science · Engineering · #Advanced Wireless Communication Techniques #Algorithms and Data Compression #Data Structures and Algorithms (cs.DS) #Error Correcting Code Techniques #FOS: Computer and information sciences #cs.DS

paper · pdf · doi:10.48550/arxiv.0811.3602

10 pages

arxiv created 2008/11/21 · openalex publication_date 2008/11/21 · arxiv updated 2009/12/01 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

In this paper we study the adaptive prefix coding problem in cases where the size of the input alphabet is large. We present an online prefix coding algorithm that uses O(σ1 / λ+ ε) bits of space for any constants \eps>0, λ>1, and encodes the string of symbols in O(log log σ) time per symbol in the worst case, where σ is the size of the alphabet. The upper bound on the encoding length is λn H (s) +(λln 2 + 2 + ε) n + O (σ1 / λ log2 σ) bits.

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