Title :
Credit-based variable-to-variable length coding: Key concepts and preliminary redundancy analysis
Author :
Meng, Jin ; Yang, En-Hui
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Waterloo, Waterloo, ON, Canada
Abstract :
A new coding concept called credit-based variable-to-variable length (cbv2v) coding is proposed in this paper. A binary cbv2v code is constructed, and analysis of its performance shows that cbv2v coding can achieve much better trade-off among the coding delay, redundancy, and space complexity than does variable-to-variable length (v2v) coding. Specifically, let L be the total number of source words. With finite coding delay, the redundancy of our proposed cbv2v code decreases in the order of O(L-0.5) while the redundancy of binary v2v coding is lower bounded by Ω ((log L)-5-ε) where ε is an arbitrary positive real number. Furthermore, we also show that under mild conditions, the redundancy of any cbv2v code can be lower bounded by Ω(L-2|χ|-1-ε), where |χ| is the size of source alphabet.
Keywords :
binary codes; computational complexity; redundancy; variable length codes; binary cbv2v code; credit-based variable-to-variable length coding; finite coding delay; preliminary redundancy analysis; space complexity; Complexity theory; Computers; Decoding; Delay; Redundancy; Source coding;
Conference_Titel :
Information Theory (CWIT), 2011 12th Canadian Workshop on
Conference_Location :
Kelowna, BC
Print_ISBN :
978-1-4577-0743-8
DOI :
10.1109/CWIT.2011.5872127