在一个接收器上缺乏码本知识的高斯干扰信道:与PAM输入的间隙内的对称容量

Alex Dytso, Daniela Tuninetti, N. Devroye
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引用次数: 1

摘要

对双用户高斯干扰信道(IC)的研究,其中一个接收器缺乏干扰码本的知识,也称为具有遗忘接收器(IC- or)的IC,其动机是:(1)在异构、认知、分布式或动态网络中,假设每个节点都拥有其他节点的码本可能是不现实的;(2)缺乏码本知识是否以及在多大程度上影响Han和Kobayashi (HK)可实现方案,该方案涉及对预期和干扰信息的联合解码,如果节点不拥有所有码本,则不可能实现。为了解决这些问题,我们评估了一个简化的HK(其中遗忘接收器将干扰视为噪声),在非遗忘发射器处具有混合输入,即离散和高斯随机变量的混合,其中两者之间的功率分配和离散部分的点数被仔细选择为信道参数的函数。遗忘发射器使用纯高斯输入。令人惊讶的是,对于这种输入选择,对称高斯IC- or的容量区域显示在经典高斯IC最知名的外界的1 / 2 log (12πe)≈3.34位,在两个接收器上都具有完整的码本知识。有趣的是,这表明一个简化的HK,其中一个接收器被限制将干扰视为噪声,其性能损失最多为1 / 2 log (12πe)≈3.34比特。此外,输入的离散部分表现得像一个“公共消息”,即使它没有在不经意的接收器上联合解码(与预期的消息一起)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Gaussian Interference Channel with lack of codebook knowledge at one receiver: Symmetric capacity to within a gap with a PAM input
The study of the two-user Gaussian Interference Channel (IC) where one receiver lacks knowledge of the interfering codebook, also dubbed the IC with an oblivious receiver (IC-OR), is motivated by: (1) in heterogeneous, cognitive, distributed or dynamic networks, assuming that every node posses codebooks of every other node may not be practical, and (2) it is not clear whether and how much lack of codebook knowledge would affect the Han and Kobayashi (HK) achievable scheme, which involves joint decoding of intended and interfering messages and which appears not possible if nodes do not possess all codebooks. To address these issues, we evaluate a simplified HK (where the oblivious receiver treats interference as noise) with mixed inputs at the non-oblivious transmitter, i.e., a mixture of discrete and Gaussian random variables, where the power split between the two and the number of points of the discrete part are carefully chosen as a function of the channel parameters. The oblivious transmitter uses a purely Gaussian input. Surprisingly, for this choice of inputs, the capacity region of the symmetric Gaussian IC-OR is shown to be within 1 over 2 log (12πe) ≈ 3.34 bits of the best known outer bound for the classical Gaussian IC with full codebook knowledge at both receivers. Interestingly, this shows that a simplified HK where one receiver is restricted to treat interference as noise loses at most 1 over 2 log (12πe) ≈ 3.34 bits in performance. Moreover, the discrete part of the input behaves like a “common message” even though it is not jointly decoded (together with the intended messages) at the oblivious receiver.
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