Title :
A universal data-base for data compression
Author :
Muramatsu, Jun ; Kanaya, Fumio
Author_Institution :
NTT Opt. Network Syst. Labs., Yokosuka, Japan
Abstract :
A database for data compression is universal if, in its construction no prior knowledge of the source distribution is assumed and is optimal if, when we encode the reference index of the database, its encoding rate achieves the optimal encoding rate for any given source: in the noiseless case the entropy rate and in the semifaithful case the rate-distortion function of the source. We construct a universal database for all stationary ergodic sources, and prove the optimality of the thus constructed database for a block-shift type reference and a single-shift type reference
Keywords :
data compression; entropy; rate distortion theory; source coding; block-shift type reference; data compression; entropy rate; noiseless case; optimal encoding rate; optimality; rate-distortion function; semifaithful case; single-shift type reference; source distribution; stationary ergodic sources; universal database; Data compression; Decoding; Encoding; Entropy; Information retrieval; Laboratories; Optical fiber networks; Rate-distortion;
Conference_Titel :
Information Theory, 1995. Proceedings., 1995 IEEE International Symposium on
Conference_Location :
Whistler, BC
Print_ISBN :
0-7803-2453-6
DOI :
10.1109/ISIT.1995.531185