Title :
An improved outer bound for multiterminal source coding
Author :
Wagner, Aaron B. ; Anantharam, Venkat
Author_Institution :
Cornell Univ., Ithaca
fDate :
5/1/2008 12:00:00 AM
Abstract :
We prove a new outer bound on the rate-distortion region for the multiterminal source-coding problem. This bound subsumes the best outer bound in the literature and improves upon it strictly in some cases. The improved bound enables us to obtain a new, conclusive result for the binary erasure version of the "CEO problem." The bound recovers many of the converse results that have been established for special cases of the problem, including the recent one for the Gaussian two-encoder problem.
Keywords :
Gaussian processes; source coding; CEO problem; Gaussian two-encoder problem; binary erasure version; improved outer bound; multiterminal source coding; rate-distortion region; Conducting materials; Decoding; Engineering profession; Entropy; Information theory; Network topology; Semiconductor materials; Source coding; CEO problem; erasure distortion; multiterminal source coding; outer bound; rate region; rate–distortion;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2008.920249