AN EFFICIENT UNIVERSAL CODING ALGORITHM FOR NOISELESS CHANNEL WITH SYMBOLS OF UNEQUAL COST

Citation
K. Iwata et al., AN EFFICIENT UNIVERSAL CODING ALGORITHM FOR NOISELESS CHANNEL WITH SYMBOLS OF UNEQUAL COST, IEICE transactions on fundamentals of electronics, communications and computer science, E80A(11), 1997, pp. 2232-2237
Citations number
15
ISSN journal
09168508
Volume
E80A
Issue
11
Year of publication
1997
Pages
2232 - 2237
Database
ISI
SICI code
0916-8508(1997)E80A:11<2232:AEUCAF>2.0.ZU;2-#
Abstract
This paper describes an effcient and simple coding algorithm of univer sally optimal codes for stationary (ergodic) sources and noiseless cha nnel with unequal symbol costs. The symbol cost indicates the required time (or space) for the transmission (or storage) of that symbol, and the cost of any code symbol depends only on that symbol. The proposed coding algorithm mainly consists of two parts. The first part is base d on the well-known Ziv-Lempel coding algorithm proposed in 1978 (some times called LZ78), and the second part is based on the Varn coding al gorithm. The coding algorithm asymptotically achieves an optimal avera ge cost of codes for stationary sources, and also achieves an optimal cost of codes for stationary ergodic sources with probability one. Fur thermore, the computational complexity of the proposed coding algorith m is linear with respect to the length of source sequence and coded se quence.