高斯分布信源编码中部分率失真区域的表征

Y. Oohama
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引用次数: 0

摘要

我们考虑L个相关高斯源Yi, i = 1,2,…,L的分布式源编码系统。我们假设YL = t(Y1, Y2,…,YL)是远程源向量XL = t(X1,X2,…,XL)的观测值,具有formYL = XK + NL,其中NL = t(N1,N2,…,NL)是L个独立高斯随机变量的向量,也与XL无关。在该系统中,L个相关的高斯观测值被Lencoders单独压缩并发送到信息处理中心。本文研究了解码器希望重构观测值YL = XL + NL的多端源编码问题。在之前的工作中,作者推导了速率失真区域的内外边界,并推导了这两个边界的匹配条件。本文在此匹配条件的基础上,详细分析了内界与外界重合的部分。我们进一步研究了当观测到的高斯源具有一定的对称性时,速率畸变区和速率部分的显式表征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Characterization of a part of the rate distortion region for the gaussian distributed source coding
We consider the distributed source coding system of L correlated Gaussian sources Yi, i = 1, 2, …, L. We assume that Y L = t(Y1, Y2, …, YL) is an observation of the remote source vector XL = t(X1,X2, …, XL), having the formYL = XK + NL, where NL = t(N1,N2, …, NL) is a vector of L independent Gaussian random variables also independent of XL. In this system L correlated Gaussian observations are separately compressed by Lencoders and sent to the information processing center. In this paper, we study the multiterminal source coding problem where the decoder wishes to reconstruct the observation YL = XL + NL. In the previous work the author derived inner and outer bounds of the rate distortion region and derived a matching condition of the above two bounds. In this paper, based on this matching condition, we give a detail analysis on a part of the inner bound where it coincides with the outer bound. We further study an explicit characterization of the sum rate part of the rate distortion region when the observed Gaussian sources have a certain symmetric property.
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