带宽高效调制的低密度奇偶校验码设计

J. Hou, P. Siegel, L. Milstein, H. Pfister
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引用次数: 18

摘要

我们使用多电平编码(MLC)技术设计了用于带宽高效调制的低密度奇偶校验(LDPC)码。我们开发了一种方法来分析当码字长度趋于无穷时,在MLC方案的每一级使用消息传递解码的LDPC码的渐近性能。对非常大块大小的LDPC码进行了仿真,验证了分析结果的准确性。我们对MLC方案各层LDPC码的码率和码参数进行了联合优化,优化后的不规则LDPC码的渐近性能非常接近加性高斯白噪声(AWGN)信道的信道容量。
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Design of low-density parity-check codes for bandwidth efficient modulation
We design low-density parity-check (LDPC) codes for bandwidth efficient modulation using a multilevel coding (MLC) technique. We develop a method to analyze the asymptotic performance of the LDPC codes using message-passing decoding at each level of the MLC scheme as the codeword length goes to infinity. Simulation of very large block size LDPC codes verifies the accuracy of the analytical results. We jointly optimize the code rates and code parameters of the LDPC codes at each level of the MLC scheme, and the asymptotic performance of the optimized irregular LDPC codes is very close to the channel capacity of the additive white Gaussian noise (AWGN) channel.
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