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Integer low-density lattices based on construction A

机译:基于构造A的整数低密度晶格

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We describe a new family of integer lattices built from construction A and non-binary LDPC codes. An iterative message-passing algorithm suitable for decoding in high dimensions is proposed. This family of lattices, referred to as LDA lattices, follows the recent transition of Euclidean codes from their classical theory to their modern approach as announced by the pioneering work of Loeliger (1997), Erez, Litsyn, and Zamir (2004–2005). Besides their excellent performance near the capacity limit, LDA lattice construction is conceptually simpler than previously proposed lattices based on multiple nested binary codes and LDA decoding is less complex than real-valued message passing.
机译:我们描述了一种新的由构造A和非二进制LDPC码构建的整数格族。提出了一种适用于高维解码的迭代消息传递算法。这一系列的晶格,称为LDA晶格,遵循了Loeliger(1997),Erez,Litsyn和Zamir(2004-2005)的开拓性工作所宣布的欧几里德编码从经典理论到现代方法的最新转变。除了在容量极限附近具有出色的性能外,LDA晶格构造在概念上比以前基于多个嵌套二进制代码提出的晶格更简单,并且LDA解码比实值消息传递复杂。

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