Extended Gray-Wyner System with Complementary Causal Side Information
Abstract
We establish the rate region of an extended Gray-Wyner system for 2-DMS with two additional decoders having complementary causal side information. This extension is interesting because in addition to the operationally significant extreme points of the Gray-Wyner rate region, which include Wyner's common information, G{\'a}cs-K{\"o}rner common information and information bottleneck, the rate region for the extended system also includes the K{\"o}rner graph entropy, the privacy funnel and excess functional information, as well as three new quantities of potential interest, as extreme points. To simplify the investigation of the 5-dimensional rate region of the extended Gray-Wyner system, we establish an equivalence of this region to a 3-dimensional mutual information region that consists of the set of all triples of the form for some . We further show that projections of this mutual information region yield the rate regions for many settings involving a 2-DMS, including lossless source coding with causal side information, distributed channel synthesis, and lossless source coding with a helper.
Cite
@article{arxiv.1701.03207,
title = {Extended Gray-Wyner System with Complementary Causal Side Information},
author = {Cheuk Ting Li and Abbas El Gamal},
journal= {arXiv preprint arXiv:1701.03207},
year = {2018}
}
Comments
18 pages, 3 figures