Lattice index coding for the broadcast channel

Natarajan Lakshmi Prasad, Y. Hong, E. Viterbo
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引用次数: 4

Abstract

The index coding problem involves a sender with K messages to be transmitted across a broadcast channel, and a set of receivers each of which demands a subset of the K messages while having prior knowledge of a different subset as side information. We consider the specific instance of noisy index coding where the broadcast channel is Gaussian and every receiver demands all the messages from the source. We construct lattice index codes for this channel by encoding the K messages individually using K modulo lattice constellations and transmitting their sum modulo a shaping lattice. We introduce a design metric called side information gain that measures the advantage of a code in utilizing the side information at the receivers, and hence its quality as an index code. Based on the Chinese remainder theorem, we then construct lattice index codes for the Gaussian broadcast channel. Among all lattice index codes constructed using any densest lattice of a given dimension, our codes achieve the maximum side information gain.
点阵索引编码的广播频道
索引编码问题涉及到有K个消息要通过广播信道传输的发送方,以及一组接收方,每个接收方都需要K个消息的一个子集,同时拥有不同子集的先验知识作为副信息。我们考虑了噪声索引编码的具体实例,其中广播信道是高斯的,每个接收端都需要来自源的所有消息。我们使用K模晶格星座分别对K个消息进行编码,并将它们的和模传输到整形晶格中,从而构建了该信道的晶格索引码。我们引入了一种称为侧信息增益的设计度量,用于测量代码在利用接收器侧信息方面的优势,从而衡量其作为索引代码的质量。基于中国剩余定理,构造了高斯广播信道的格索引码。在所有使用给定维数的最密集格构造的格索引码中,我们的码获得了最大的边信息增益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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