基于结构化LDPC码的联合信源信道译码方案:渐近分析与码设计

Ferdaouss Mattoussi, C. Poulliat
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引用次数: 1

摘要

在本文中,我们研究了涉及结构化低密度奇偶校验(LDPC)码的联合源信道解码(JSCD)方案的性能和设计,例如基于protograph的码。我们首先给出了基于多维出口图的迭代接收机的渐近分析。由于protograph可以被解释为不同的编码方案,因此信息映射成为一个问题。因此,我们将展示,使用EXIT图表分析,可以为JSCD选择最适合的方案。最后,讨论了JSCD系统的原型设计,并给出了有限长度仿真结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Joint Source-Channel Decoding schemes based on structured LDPC codes: Asymptotic analysis and code design
In this paper, we investigate the performance and the design of Joint Source-Channel Decoding (JSCD) schemes involving structured Low-Density Parity-Check (LDPC) codes such as protograph based codes. We first present the asymptotic analysis of such iterative receivers based on multi-dimensional EXIT charts. Since a protograph can be interpreted as different encoding schemes, the information mapping becomes an issue. We will thus show that, using the EXIT chart analysis, it is possible to select the best suited scheme for JSCD. Finally, the design of protographs for JSCD systems is addressed and finite length simulation results are provided.
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