Title :
On the Relationship between Redundancy and Decoding Error in Slepian-Wolf Coding
Author :
He, Da-Ke ; Lastras-Montano, Luis A. ; Yang, En-Hui
Author_Institution :
IBM Thomas J. Watson Res. Center, Yorktown Heights, NY
Abstract :
The relationship between redundancy and decoding error in Slepian-Wolf coding with one encoder is investigated. For any memoryless source-side information pair (X,Y) = {(Xi,Yi)}iinfin=1 with finite alphabet, the redundancy Rn(epsin) of Slepian-Wolf coding is defined as the minimum of the difference between the compression rate of any Slepian-Wolf code resulting from coding X 1 n with decoding error epsin, and the conditional entropy H(X|Y). When epsin denotes the block error probability in decoding, it is shown that under mild assumptions, Rn(epsin) = thetas(radic(-(log epsin )/n)). When epsin denotes the average symbol error in decoding, this relationship is further shown to hold for fixed-rate Slepian-Wolf coding
Keywords :
block codes; data compression; decoding; entropy; error statistics; average symbol decoding error; block error probability; compression rate; conditional entropy; fixed-rate Slepian-Wolf coding; memoryless source-side information pair; redundancy; Computer errors; Conferences; Decoding; Entropy; Error probability; Helium; Information theory; Probability distribution; Redundancy; USA Councils;
Conference_Titel :
Information Theory Workshop, 2006. ITW '06 Chengdu. IEEE
Conference_Location :
Chengdu
Print_ISBN :
1-4244-0067-8
Electronic_ISBN :
1-4244-0068-6
DOI :
10.1109/ITW2.2006.323815