Title :
Sum rate of the vacationing CEO problem
Author :
Soundararajan, Rajiv ; Wagner, Aaron B. ; Vishwanath, Sriram
Author_Institution :
Dept. of ECE, Univ. of Texas at Austin, Austin, TX, USA
Abstract :
This paper studies a class of source coding problems that combines elements of the CEO problem with the multiple description problem. In this setting, noisy versions of one remote source are observed by two nodes with encoders (which is similar to the CEO problem). However, it differs from the CEO problem in that each node must generate multiple descriptions of the source. This problem is of interest in multiple scenarios in efficient communication over networks. In this paper, an achievable region and an outer bound are presented for this problem, which is shown to be sum rate optimal for a class of distortion constraints.
Keywords :
distortion; source coding; distortion constraints; encoders; multiple description problem; source coding problem; sum rate; vacationing CEO problem; Acoustic noise; Decoding; Distributed processing; Image coding; Image processing; Image sensors; Image storage; Multimedia communication; Random variables; Source coding;
Conference_Titel :
Information Theory Proceedings (ISIT), 2010 IEEE International Symposium on
Conference_Location :
Austin, TX
Print_ISBN :
978-1-4244-7890-3
Electronic_ISBN :
978-1-4244-7891-0
DOI :
10.1109/ISIT.2010.5513301