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Construction of Structured Low Density Lattice Codes Based on Finite Fields

机译:基于有限田的结构化低密度晶格代码的构造

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Finite fields were successfully used to construct algebraic low-density parity-check (LDPC) codes, especially Quasi-Cyclic LDPC codes. These LDPC codes with large minimum distances have lower error floor, linear complexity of encoding and are more practical for hard-decision algebraic decoding. In this paper, we show that finite fields can also be successfully used to construct algebraic low-density lattice codes (LDLC), denoted by structured LDLC. A general framework to construct algebraic LDLC is presented. LDLC constructed by this general framework have comparable performance to the corresponding random codes over addition white Gaussian noise (AWGN) channel with iterative soft-decision decoding in terms of symbol-error probability. Furthermore, the general framework is extended to complex low-density lattice codes (CLDLC) and results in algebraic CLDLC which perform very well for small dimensions.
机译:有限字段已成功地用于构建代数低密度奇偶校验(LDPC)代码,尤其是准循环LDPC码。这些LDPC距离最小距离的误差底部具有较低的误差楼,编码的线性复杂性并且对于硬判决代数解码更加实用。在本文中,我们表明,有限的领域还可以成功地用于构建由结构化LDLC的代数低密度晶格代码(LDLC)。提出了构建代数LDLC的一般框架。由该一般框架构造的LDLC对相应的随机代码与符号误差概率的迭代软判决解码具有相应的随机代码对应的随机码(AWGN)信道。此外,一般框架扩展到复杂的低密度晶格代码(CLDLC),并导致代数CLDLC,其对小尺寸进行非常好。

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