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An Efficient R-Mesh Implementation of LDPC Codes Message-Passing Decoder

机译:LDPC代码的有效R-Mesh实现消息传递解码器

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In this paper we propose a constant-time parallel algorithm for implementing the message-passing decoder of LDPC codes on a two dimensional R-Mesh, trying to keep the number of processors small. The R-Mesh provides dynamic reconfiguration, hardware reuse, and flexibility to problem changes. To decode a different code, we may simply set up the required connections between the bit-nodes and check-nodes by modifying the initialization phase of the R-Mesh algorithm. No extra wiring or hardware changes are required, as compared to other existing approaches. Moreover, the same hardware can implement the decoder in both probability and logarithm domains. We illustrate that the R-Mesh is an efficient model for parallel implementation of the decoder in terms of time complexity, flexibility to problem changes and simplicity of routing messages.
机译:在本文中,我们提出了一种恒定时间并行算法,用于在二维R-Mesh上实现LDPC代码的消息传递解码器,试图保持处理器的数量。 R-Mesh提供动态重新配置,硬件重用以及对问题变化的灵活性。要解码不同的代码,我们可以通过修改R-Mesh算法的初始化阶段来设置位节点和检查节点之间所需的连接。与其他现有方法相比,不需要额外的布线或硬件更改。此外,相同的硬件可以在两个概率和对数域中实现解码器。我们说明R-Mesh是在时间复杂性方面的用于解码器的并行实现的有效模型,灵活地对问题的变化和路由消息的简单性。

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