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Joint Source-Channel Coding of Binary Sources with Side Information at the Decoder Using IRA Codes

机译:使用IRA代码在解码器处具有侧信息的二进制源的联合源通道编码

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We use systematic irregular repeat accumulate (IRA) codes as source-channel codes for the transmission of an equiprobable memoryless binary source with side information at the decoder. A special case of this problem is joint source-channel coding for a nonequiprobable memoryless binary source. The theoretical limits of this problem are given by combining the Slepian-Wolf theorem, the source entropy in the special case, with the channel capacity. The approach is based on viewing the correlation between the binary source output and the side information as a separate channel or an enhancement of the original channel. The joint source-channel encoding, decoding and code design procedures are explained in detail. The simulated performance results are better than the recently published solutions using turbo codes and very close to the theoretical limit.
机译:我们使用系统不规则重复累积(IRA)代码作为源通道代码,用于在解码器处具有侧面信息的辅助存储器二进制源的传输。这个问题的特殊情况是针对非查询可记忆二进制源的联合源通道编码。通过将Slepian-Wolf定理,特殊情况下的源熵组合,沟道容量来给出这个问题的理论限制。该方法基于将二进制源输出和侧信息之间的相关性视为单独的信道或原始信道的增强。详细解释了联合源通道编码,解码和代码设计过程。模拟性能结果优于使用Turbo代码的最近发布的解决方案,非常接近理论极限。

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