Iterative encoding of low-density parity-check codes

David Haley, A. Grant, John Buetefuer
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引用次数: 45

Abstract

Motivated by the potential to reuse the decoder architecture, and thus reduce circuit space, we explore the use of iterative encoding techniques which are based upon the graphical representation of the code. We design codes by identifying associated encoder convergence constraints and also eliminating some well known undesirable properties for sum-product decoding such as 4-cycles. In particular we show how the Jacobi method for iterative matrix inversion can be viewed as message passing and employed as the core of an iterative encoder. Example constructions of both regular and irregular LDPC codes that are encodable using this method are investigated.
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低密度奇偶校验码的迭代编码
由于有可能重用解码器架构,从而减少电路空间,我们探索了基于代码图形表示的迭代编码技术的使用。我们通过识别相关的编码器收敛约束来设计代码,并消除一些众所周知的和积解码的不良属性,如4循环。特别是,我们展示了迭代矩阵反演的雅可比方法如何被视为消息传递,并被用作迭代编码器的核心。研究了用这种方法可编码的规则和不规则LDPC码的实例结构。
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