Title :
Universal source coding with codebook transmission
Author :
Zeger, Kenneth ; Bist, Anurag ; Linder, Tamás
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Univ., Urbana, IL, USA
Abstract :
A universal source coding system with vector quantizer codebook transmissions is studied using high resolution quantization theory. Conditions are derived for the optimal tradeoff between quantizer resolution and the information rate used to transmit codebooks. A formula that tightly bounds the mean squared error of the universal coding system as a function of the time between codebook transmissions is experimentally verified and found to be tight, and a new and simpler derivation is given. Other research in the literature has proposed vector quantizing the transmitted codebooks; one conclusion we prove here is that under some reasonable conditions uniform scalar quantization of the transmitted codebooks performs as well as vector quantizing them. Experimental results are given that support the analytic derivations
Keywords :
encoding; vector quantisation; high resolution quantization theory; information rate; mean squared error; quantizer resolution; uniform scalar quantization; universal source coding; vector quantizer codebook transmission; Algorithm design and analysis; Clustering algorithms; Distortion measurement; Extraterrestrial measurements; Huffman coding; Image coding; Quantization; Source coding; Space stations; Statistics;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.1994.577050