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Message-Wise Unequal Error Protection Based on Low-Density Parity-Check Codes

机译:基于低密度奇偶校验码的消息明智不均等错误保护

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摘要

We propose a practical message-wise unequal error protection (UEP) scheme using low-density parity-check (LDPC) codes, where one or more special messages are more protected than other ordinary messages. In contrast to the information theoretic cavity coding scheme, which discards the codewords of ordinary messages near those of special messages, the proposed coding scheme performs codeword flipping to separate the codewords of special and ordinary messages without discarding any codewords. To better distinguish the original and flipped codewords, the LDPC codes with all-odd degree check nodes are employed. The decoder performs message type detection and codeword flipping detection based on the unsatisfied check nodes in iterative decoding. We provide performance analysis for both the message type detection and the codeword flipping detection. Moreover, we provide an asymptotic analysis on the detection error exponent to reveal the relationship between the proposed practical coding scheme and the information theoretically optimal cavity coding. Simulation results are provided to show that the proposed practical message-wise UEP schemes offer capacity-approaching protections to both types of messages as if only one type is transmitted.
机译:我们提出了一种使用低密度奇偶校验(LDPC)码的实用的消息方式不等错误保护(UEP)方案,其中一个或多个特殊消息比其他普通消息受到更多保护。与信息理论腔编码方案相比,信息理论腔编码方案将普通消息的代码字丢弃在特殊消息的代码字附近,所提出的编码方案执行码字翻转以分离特殊消息和普通消息的代码字,而不会丢弃任何代码字。为了更好地区分原始码字和翻转码字,使用了具有奇数度校验节点的LDPC码。解码器基于迭代解码中未满足的校验节点执行消息类型检测和码字翻转检测。我们为消息类型检测和码字翻转检测提供性能分析。此外,我们对检测误差指数进行了渐进分析,以揭示所提出的实际编码方案与信息理论上最佳腔编码之间的关系。提供的仿真结果表明,提出的实用的逐个消息的UEP方案为两种类型的消息提供了接近容量的保护,就好像只传输一种类型的消息一样。

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