DocumentCode
3634735
Title
The lossy one-helper conjecture is false
Author
Aaron B. Wagner;Benjamin G. Kelly;Yücel Altuğ
Author_Institution
School of Electrical and Computer Engineering, Cornell University, Ithaca, NY, 14853, USA
fYear
2009
Firstpage
716
Lastpage
723
Abstract
We describe a scheme for rate-distortion with distributed encoding in which the sources to be compressed contain a common component. We show that this scheme is optimal in some situations and that it strictly improves upon existing schemes, which do not make full use of common components. This resolves in the negative an open question regarding whether independent quantization followed by independent binning is optimal for the two-encoder problem with a distortion constraint on one source. We also show that independent quantization and binning is suboptimal for the three-encoder problem in which the goal is to reproduce one of the sources losslessly. This provides a counterexample that is fundamentally different from one provided earlier by Ko?rner and Marton. The proofs rely on the binary analogue of the entropy power inequality and the existence of a rate loss for the binary symmetric Wyner-Ziv problem.
Keywords
"Decoding","Rate-distortion","Quantization","Testing","Distortion measurement","Wireless sensor networks","Encoding","Entropy","Random variables","Time sharing computer systems"
Publisher
ieee
Conference_Titel
Communication, Control, and Computing, 2009. Allerton 2009. 47th Annual Allerton Conference on
Print_ISBN
978-1-4244-5870-7
Type
conf
DOI
10.1109/ALLERTON.2009.5394933
Filename
5394933
Link To Document