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How to Compute Modulo Prime-Power Sums ?

机译:如何计算modulo prime-power sums?

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摘要

A new class of structured codes called Quasi Group Codes (QGC) is introduced.A QGC is a subset of a group code. In contrast with group codes, QGCs are notclosed under group addition. The parameters of the QGC can be chosen such thatthe size of $\mathcal{C}+\mathcal{C}$ is equal to any number between$|\mathcal{C}|$ and $|\mathcal{C}|^2$ . We analyze the performance of aspecific class of QGCs. This class of QGCs is constructed by assigningsingle-letter distributions to the indices of the codewords in a group code.Then, the QGC is defined as the set of codewords whose index is in the typicalset corresponding to these single-letter distributions. The asymptoticperformance limits of this class of QGCs is characterized using single-letterinformation quantities. Corresponding covering and packing bounds are derived.It is shown that the point-to-point channel capacity and optimalrate-distortion function are achievable using QGCs. Coding strategies based onQGCs are introduced for three fundamental multi-terminal problems: theK\"orner-Marton problem for modulo prime-power sums, computation over themultiple access channel (MAC), and MAC with distributed states. For eachproblem a single-letter achievable rate-region is derived. It is shown, throughexamples, that the coding strategies improve upon the previous strategies basedon unstructured codes, linear codes and group codes.
机译:引入了一类新的结构化代码,称为类组代码(QGC).QGC是组代码的子集。与组代码相反,QGC在组添加下不关闭。可以选择QGC的参数,以使$ \ mathcal {C} + \ mathcal {C} $的大小等于$ | \ mathcal {C} | $和$ | \ mathcal {C} | ^之间的任何数字。 2 $。我们分析了特定类别的QGC的性能。此类QGC是通过将单个字母分布分配给组代码中的代码字的索引来构造的。然后,将QGC定义为其索引在与这些单个字母分布相对应的典型集中的一组代码字。此类QGC的渐近性能极限使用单字母形式的数量来表征。推导了相应的覆盖和打包边界。结果表明,使用QGC可以实现点对点信道容量和最优速率失真函数。针对三个基本的多终端问题,引入了基于QGC的编码策略:用于模素功率和的K \“ orner-Marton问题,在多路访问信道(MAC)上的计算以及具有分布式状态的MAC。对于每个问题,一个单字母都可以实现通过算例说明了基于非结构化码,线性码和组码的编码策略,对编码策略进行了改进。

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