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Encoding of Linear Codes Based on the Rearrangement of Block-Triangularized Parity-Check Matrices

机译:基于块三角化奇偶校验矩阵重排的线性代码编码

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摘要

Efficient algorithms to solve a system of linear equations have been extensively and deeply investi­gated in a large number of researches. Among them, the block-triangularization is one of the well-know approaches effective for linear systems defined by matrices with particular characteristics, especially by sparse matrices. In this paper, we propose an encoding algorithm that can be applied to arbitrary linear codes over any finite field and executed with complexity O(w(H)) where w(H) denotes the number of non-zero elements of the parity check matrix H under consideration. By giving our attention to the fact that encoding of a linear code is equivalent to solving a system of linear equations, we propose an encoding algorithm based on the block-triangularization of the part of parity check matrices combining rearrangement of subblocks of them. As the result, any linear codes defined by sparse parity check matrices, such as LDPC codes, can be encoded by the proposed algorithm with complexity O(n) where n denotes the code length.
机译:求解线性方程组的有效算法已在大量研究中进行了广泛而深入的研究。其中,块三角化是众所周知的有效方法之一,该方法对于由具有特定特征的矩阵(尤其是稀疏矩阵)定义的线性系统有效。在本文中,我们提出了一种编码算法,该算法可应用于任何有限域上的任意线性代码,并以复杂度O(w(H))执行,其中w(H)表示奇偶校验矩阵的非零元素数H正在考虑中。通过关注线性代码的编码等效于求解线性方程组的事实,我们提出了一种基于奇偶校验矩阵部分的块三角化并结合其子块重排的编码算法。结果,由稀疏奇偶校验矩阵定义的任何线性码(例如LDPC码)都可以通过提出的算法以复杂度O(n)进行编码,其中n表示码长。

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