The Two-User Causal Cognitive Interference Channel: Novel Outer Bounds and Constant Gap Result for the Symmetric Gaussian Noise Channel in Weak Interference

IF 2.2 3区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Transactions on Information Theory Pub Date : 2016-06-23 DOI:10.1109/TIT.2016.2584619
Martina Cardone;Daniela Tuninetti;Raymond Knopp
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引用次数: 6

Abstract

This paper studies the two-user causal cognitive interference channel (CCIC), where two transmitters aim to communicate independent messages to two different receivers via a common channel. One source, referred to as the cognitive, is capable of overhearing the other source, referred to as the primary, through a noisy in-band link and thus can assist in sending the primary's data. The authors of this paper recently characterized to within a constant gap the capacity of the symmetric Gaussian CCIC in: 1) the strong interference regime and 2) for a subset of the weak interference regime when the cooperation link is larger than a given threshold. This paper characterizes to within a constant gap the capacity for the symmetric Gaussian CCIC in the regime that was still open. To this end, two novel outer bounds of the types 2Rp + R c and Rp + 2R c are derived for the class of injective semideterministic CCICs, where the noises at the different source-destination pairs are independent. These outer bounds, as well as an achievable rate region based on Gelfand-Pinsker binning, superposition coding, and simultaneous decoding at the receivers, are then specialized to the Gaussian noise case. It is shown that the novel outer bounds are necessary to characterize the capacity within a constant gap when the cooperation link is weaker than the direct links, that is, in this regime unilateral cooperation leaves some system resources underutilized.
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双用户因果认知干扰信道:弱干扰下对称高斯噪声信道的新上界和常间隙结果
本文研究了双用户因果认知干扰信道(CCIC),其中两个发射机旨在通过一个公共信道向两个不同的接收机传递独立的消息。一个源,称为认知源,能够通过带内噪声链路偷听另一个源(称为初级源),从而有助于发送初级源的数据。本文的作者最近将对称高斯CCIC的容量表征为在恒定间隙内:1)强干扰机制,2)当协作链路大于给定阈值时,弱干扰机制的子集。本文将对称高斯CCIC在开放状态下的容量刻画为在恒定间隙内。为此,对于内射半定CCIC类,导出了类型为2Rp+Rc和Rp+2Rc的两个新的外部边界,其中不同源-目的地对处的噪声是独立的。然后,这些外部边界,以及基于Gelfand-Pinsker装仓、叠加编码和接收器处的同时解码的可实现速率区域,被专门用于高斯噪声情况。研究表明,当合作环节弱于直接环节时,新的外部边界是表征恒定缺口内能力的必要条件,即在这种制度下,单边合作使一些系统资源未得到充分利用。
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来源期刊
IEEE Transactions on Information Theory
IEEE Transactions on Information Theory 工程技术-工程:电子与电气
CiteScore
5.70
自引率
20.00%
发文量
514
审稿时长
12 months
期刊介绍: The IEEE Transactions on Information Theory is a journal that publishes theoretical and experimental papers concerned with the transmission, processing, and utilization of information. The boundaries of acceptable subject matter are intentionally not sharply delimited. Rather, it is hoped that as the focus of research activity changes, a flexible policy will permit this Transactions to follow suit. Current appropriate topics are best reflected by recent Tables of Contents; they are summarized in the titles of editorial areas that appear on the inside front cover.
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