渐近满足Welch界的复杂码本构造:一种图论方法

Shohei Satake, Yujie Gu
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引用次数: 2

摘要

具有小内积相关性的复杂码本在码分多址通信和压缩感知等领域有着广泛的应用。构建最优的码本,实现众所周知的韦尔奇界是理想的,但却很困难。本文从图论的角度研究了复杂码本。建立了码本与Cayley和图之间的联系。在此基础上,明确构造了许多无限族的复杂码本,它们对于Welch界是渐近最优的。这些结构不仅包括一些已知的结构作为特例,而且还提供了灵活的新参数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Constructions of Complex Codebooks Asymptotically Meeting the Welch Bound: A Graph Theoretic Approach
Complex codebooks with small inner-product correlation have many applications such as in code-division multiple access communications and compressed sensing. It is desirable but difficult to construct optimal codebooks achieving the well-known Welch bound. In this paper, complex codebooks are investigated from a graph theoretic perspective. A connection between codebooks and Cayley sum graphs is established. Based on this, many infinite families of complex codebooks are explicitly constructed, which are asymptotically optimal with respect to the Welch bound. These constructions not only include some known constructions as special cases but also provide flexible new parameters.
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