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An MSE based Transfer Chart to Analyze Iterative Decoding Schemes

机译:基于MSE的转移图表分析迭代解码方案

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A new transfer chart similar to an EXIT chart is proposed to analyze and design iterative decoding schemes. The chart uses a measure related to mean squared error (MSE) instead of mutual information. With this new measure, we prove a relationship between the rate of any block code and the area under an appropriate transfer chart, when the log likelihood ratio (LLR)'s are assumed to be Gaussian. This extends Ashikhmin et al's result on the area property to the case when the LLRs are Gaussian such as what is typically used in EXIT charts. This provides a theoretical justification for designing codes by matching transfer charts for Gaussian LLRs. The new measure is robust and can be computed without knowledge of the transmitted bits and, hence, can be done fully at the receiver.
机译:提出了一个类似于退出图表的新传输图来分析和设计迭代解码方案。图表使用与均方的均方(MSE)相关的措施而不是相互信息。通过这种新的度量,我们在适当的转移图表中的任何块代码和区域之间的关系之间证明了一种关系,当假设对数似然比(LLR)是高斯的时。这将Ashikhmin等人在区域属性上延伸到LLRS是高斯的情况,例如通常用于退出图表中的内容。这提供了通过匹配高斯LLRS的转移图表来设计代码的理论正理由。新的度量是稳健的,并且可以在没有传输比特的情况下计算,因此可以在接收器处完全完成。

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