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Universal Rateless Codes From Coupled LT Codes

机译:耦合LT码的通用无速率码

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摘要

It was recently shown that spatial coupling of individual low-densityparity-check codes improves the belief-propagation threshold of the coupledensemble essentially to the maximum a posteriori threshold of the underlyingensemble. We study the performance of spatially coupled low-densitygenerator-matrix ensembles when used for transmission over binary-inputmemoryless output-symmetric channels. We show by means of density evolutionthat the threshold saturation phenomenon also takes place in this setting. Ourmotivation for studying low-density generator-matrix codes is that they caneasily be converted into rateless codes. Although there are already severalclasses of excellent rateless codes known to date, rateless codes constructedvia spatial coupling might offer some additional advantages. In particular, bythe very nature of the threshold phenomenon one expects that codes constructedon this principle can be made to be universal, i.e., a single construction canuniformly approach capacity over the class of binary-input memorylessoutput-symmetric channels. We discuss some necessary conditions on the degreedistribution which universal rateless codes based on the threshold phenomenonhave to fulfill. We then show by means of density evolution and some simulationresults that indeed codes constructed in this way perform very well over awhole range of channel types and channel conditions.
机译:最近显示出,各个低密度奇偶校验码的空间耦合将耦合集合的置信传播阈值实质上提高到基础集合的后验阈值的最大值。我们研究了空间耦合低密度生成器矩阵集成体在二进制输入无内存输出对称通道上传输时的性能。我们通过密度演化证明在这种情况下也会发生阈值饱和现象。研究低密度发生器矩阵代码的动机是,可以轻松地将它们转换为无速率代码。尽管迄今为止已经有好几类优秀的无速率码已知,但是通过空间耦合构造的无速率码可能会提供一些额外的优势。特别地,由于阈值现象的本质,人们期望可以使基于该原理构造的代码通用,即,单个构造可以在二进制输入无存储器输出对称信道的类别上均匀地接近容量。我们讨论了基于阈值现象的通用无速率码必须满足的度分布的一些必要条件。然后,我们通过密度演化和一些仿真结果表明,确实以这种方式构造的代码在整个信道类型和信道条件范围内都能很好地执行。

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