Title :
On the Relationship between Redundancy and Decoding Error in Slepian-Wolf Coding
Author :
Da-ke He ; Lastras-Montano, Luis A. ; En-Hui Yang
Author_Institution :
T. J. Watson Research Center, IBM Research, Yorktown Heights, NY 10598, USA. Email: dakehe@us.ibm.com
Abstract :
The relationship between redundancy and decoding error in Slepian-Wolf coding with one encoder is investigated. For any memoryless sourceside information pair (X,Y) = {(Xi, Yi)}i¿ with finite alphabet, the redundancy Rn(¿n) of Slepian-Wolf coding is defined as the minimum of the difference between the compression rate of any Slepian-Wolf code resulting from coding Xn with decoding error ¿n, and the conditional entropy H(X|Y). When ¿n denotes the block error probability in decoding, it is shown that under mild assumptions, Rn(¿n) = (see Equation in PDF). When ¿n denotes the average symbol error in decoding, this relationship is further shown to hold for fixed-rate Slepian-Wolf coding.
Keywords :
Computer errors; Decoding; Entropy; Error probability; Helium; Probability distribution; Redundancy;
Conference_Titel :
Information Theory Workshop, 2006. ITW '06 Punta del Este. IEEE
Conference_Location :
Punta del Este, Uruguay
Print_ISBN :
1-4244-0035-X
Electronic_ISBN :
1-4244-0036-8
DOI :
10.1109/ITW.2006.322833