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LLR Approximation for Wireless Channels Based on Taylor Series and Its Application to BICM with LDPC Codes

机译:基于泰勒级数的无线信道LLR逼近及其预测   用LDpC码应用于BICm

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摘要

A new approach for the approximation of the channel log-likelihood ratio(LLR) for wireless channels based on Taylor series is proposed. Theapproximation is applied to the uncorrelated flat Rayleigh fading channel withunknown channel state information at the receiver. It is shown that theproposed approximation greatly simplifies the calculation of channel LLRs, andyet provides results almost identical to those based on the exact calculationof channel LLRs. The results are obtained in the context of bit-interleavedcoded modulation (BICM) schemes with low-density parity-check (LDPC) codes, andinclude threshold calculations and error rate performance of finite-lengthcodes. Compared to the existing approximations, the proposed method is eithersignificantly less complex, or considerably more accurate.
机译:提出了一种基于泰勒级数逼近无线信道对数似然比的新方法。在接收机处将近似应用于具有未知信道状态信息的不相关的平坦瑞利衰落信道。结果表明,所提出的近似值极大地简化了信道LLR的计算,并且所提供的结果几乎与基于信道LLR的精确计算的结果相同。这些结果是在具有低密度奇偶校验(LDPC)码的比特交织编码调制(BICM)方案的背景下获得的,并且包括阈值计算和有限长度码的错误率性能。与现有的近似方法相比,所提出的方法要么复杂程度大大降低,要么更加精确。

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