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Analysis of Absorbing Sets for Array-Based LDPC Codes

机译:基于阵列的LDPC码吸收组分析

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Low density parity check codes (LDPC) are known to perform very well under iterative decoding. However, these codes also exhibit a change in the slope of the bit error rate (BER) vs. signal to noise ratio (SNR) curve in the very low BER region. In our earlier work using hardware emulation in this deep BER regime we argue that this behavior can be attributed to specific structures within the Tanner graph associated with an LDPC code, called absorbing sets. In this paper we provide a detailed theoretical analysis of absorbing sets for array-based LDPC codes C{sub}(p,γ). Specifically, we identify and enumerate all the smallest absorbing sets for these array-based LDPC codes with γ = 2,3,4 with standard parity check matrix. Experiments carried out on the emulation platform show excellent agreement with our theoretical results.
机译:已知低密度奇偶校验代码(LDPC)在迭代解码下执行非常好。然而,这些代码还表现出误码率(BER)与非常低的BER区域中的信噪比(SNR)曲线的斜率的变化。在我们之前的工作中使用该Deep Bar制度中的硬件仿真,我们认为这种行为可以归因于与LDPC代码相关联的Tanner图中的特定结构,称为吸收集。在本文中,我们提供了一种对基于阵列的LDPC代码C {sub}(p,γ)的吸收组的详细理论分析。具体地,我们识别并枚举与具有标准奇偶校验矩阵的γ= 2,3,4的基于阵列的LDPC代码的所有最小吸收集。对仿真平台进行的实验表现出与我们的理论结果的良好协议。

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