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On the Concatenation of Non-Binary Random Linear Fountain Codes with Maximum Distance Separable Codes

机译:具有最大距离可分离码的非​​二进制随机线性喷泉码的级联

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The performance of a novel fountain coding scheme based on maximum distance separable (MDS) codes constructed over Galois fields of order q>=2 is investigated. Upper and lower bounds on the decoding failure probability under maximum likelihood decoding are developed. Differently from Raptor codes (which are based on a serial concatenation of a high-rate outer block code, and an inner Luby-transform code), the proposed coding scheme can be seen as a parallel concatenation of an outer MDS code and an inner random linear fountain code, both operating on the same Galois field. A performance assessment is performed on the gain provided by MDS based fountain coding over linear random fountain coding in terms of decoding failure probability vs. overhead. It is shown how, for example, the concatenation of a (15,10) Reed-Solomon code and a linear random fountain code over F16 brings to a decoding failure probability 4 orders of magnitude lower than the linear random fountain code for the same overhead in a channel with a packet loss probability of epsilon=0.05. Moreover, it is illustrated how the performance of the concatenated fountain code approaches that of an idealized fountain code for higher-order Galois fields and moderate packet loss probabilities. The scheme introduced is of special interest for the distribution of data using small block sizes.
机译:研究了基于在q> = 2阶的Galois场上构造的最大距离可分离(MDS)码的新型喷泉编码方案的性能。提出了最大似然解码下的解码失败概率的上限和下限。与Raptor码(基于高速率外部块码和内部Luby变换码的串行级联)不同,所提出的编码方案可以看作是外部MDS码和内部随机数的并行级联线性喷泉代码,都在相同的Galois字段上运行。就解码失败概率与开销而言,对基于MDS的喷泉编码相对于线性随机喷泉编码所提供的增益进行性能评估。例如,在相同的开销下,显示了(15,10)Reed-Solomon码和线性随机源代码在F16上的级联如何使解码失败概率比线性随机源代码低4个数量级在丢包概率为epsilon = 0.05的信道中。此外,示出了对于更高阶的Galois字段和中等的分组丢失概率,级联的喷泉码的性能如何接近理想化的喷泉码的性能。引入的方案对于使用小块大小的数据分发特别有用。

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