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Variable-to-check Residual Belief Propagation For Ldpc Codes

机译:Ldpc代码的可变检查残差信念传播

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摘要

Variable-to-check residual belief propagation for LDPC decoding for faster convergence, better error performance and lower complexity is proposed. It is similar to residual belief propagation (RBP) that was recently applied to LDPC decoding by Vila Casado et al. because it is also a dynamic scheduling belief propagation using residuals, but it is different because the residuals are computed from a variable-to-check message. Simulation shows that it outperforms with only a maximum of eight iterations by about 0.3 dB compared with RBP at an FER of 10~(-4).
机译:提出了用于LDPC解码的可变检查残差置信传播,以实现更快的收敛速度,更好的错误性能和更低的复杂度。它类似于Vila Casado等人最近将LDPC解码中使用的残留置信传播(RBP)。因为这也是使用残差的动态调度置信度传播,但由于残差是从变量检查消息计算得出的,因此有所不同。仿真表明,在FER为10〜(-4)的情况下,与RBP相比,最多只能进行八次迭代,效果约0.3 dB。

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