LDPC码的改进近似下三角编码

Arijit Dutta, A. Pramanik
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引用次数: 3

摘要

LDPC码由于具有很高的纠错能力,已成为通信、磁记录等各个领域最常用的纠错码。近似下三角(ALT)编码是LDPC码最常用的编码技术。这种技术虽然优雅,但也有缺点,即当ALT编码后得到的H矩阵的特定子矩阵是奇异时,该技术就会失败。本文提出了一种新的算法来解决这一问题。本文提出了一种将任意矩形稀疏LDPC矩阵转化为矩形部分和正方形上三角部分的新算法。该算法实现了对一般H矩阵的编码。将该算法附加到LDPC编码的ALT格式中,提出了LDPC编码的另一种高效编码技术。这两种技术都有一个预处理步骤,然后是实际的编码步骤。H矩阵的散点图(预处理后)如图所示。将改进的ALT算法与现有的系统近似下三角算法的误码率进行了比较。该算法具有较好的误码率性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modified approximate lower triangular encoding of LDPC codes
LDPC codes have become the most popular error control code in various fields like telecommunication, magnetic recording etc. due to their high error correcting capability. The Approximate Lower Triangular (ALT) encoding is the most commonly used encoding technique of LDPC codes. This technique though elegant suffers from the shortcoming that when a particular sub matrix of the H matrix obtained after ALT encoding is singular, the technique fails. In this paper a new algorithm is proposed to handle this shortcoming. In this work a new algorithm is proposed to bring any rectangular sparse LDPC matrix into a rectangular part and a square upper triangular part. This algorithm is implemented to encode a general H matrix. This algorithm is further appended to the ALT format of LDPC encoding and another efficient encoding technique is proposed for LDPC code. Both the proposed techniques have a pre-processing step followed by the actual encoding step. Scatter plots of the H matrices (after preprocessing) are shown. BER performance of the new Modified ALT technique is compared with the existing Systematic Approximate Lower Triangular method. The proposed algorithm gives better BER performance.
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