任意速率空间耦合LDPC码的递归编码

Junyang Ma, Zhongwei Si, Zhiqiang He, K. Niu
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引用次数: 3

摘要

空间耦合LDPC码因其良好的性能而备受关注。文献中提出了一种低延迟、低复杂度的节点度递归编码方法。为了实现任意速率的空间耦合LDPC码的递归编码,本文提出了一种改进的奇偶校验矩阵结构,并使用不考虑节点度的移位寄存器实现编码。通过重新排列边缘连接,每个耦合位置的奇偶校验位可以由当前位置的信息位和以前位置的编码位共同确定。从设计速率和密度演化的角度进行了性能分析。可以观察到,修改后的代码结构导致更好的信念传播阈值。给出了有限长仿真结果,验证了理论分析的正确性。
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Recursive encoding of spatially coupled LDPC codes with arbitrary rates
Spatially coupled LDPC codes have attracted much attention due to the promising performance. Recursive encoding with low delay and low complexity has been proposed in the literature for selected node degrees. To realize the recursive encoding of spatially coupled LDPC codes with arbitrary rates, we propose in this paper a modified structure of the parity-check matrix and implement the encoding using a shift-register regardless of the node degrees. By rearranging the edge connections, the parity bits at each coupling position can be jointly determined by the information bits at the current position and the encoded bits at former positions. Performance analysis in terms of design rate and density evolution has been provided. It can be observed that the modified code structure leads to a better belief-propagation threshold. Finite-length simulation results are provided, which verify the theoretical analysis.
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