Cireulant矩阵构造准循环LDPC码的旋转环长分析法 |
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引用本文: | 齐行行,DOUGLAS Leith.Cireulant矩阵构造准循环LDPC码的旋转环长分析法[J].长春邮电学院学报,2011(3):213-220. |
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作者姓名: | 齐行行 DOUGLAS Leith |
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作者单位: | 爱尔兰国立梅努斯大学汉米尔顿研究所,爱尔兰 |
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摘 要: | 低密度奇偶检验(QC-LDPC:Quasi-CyclicLow-Density Parity-Check)码的环长分布影响决定着LDPC码的解码效果和编码复杂度,但其分析较困难。为此,首次提出旋转距离分析法,用于分析基于Circulant矩阵构造的准循环低密度奇偶校验码(Qc-LDPC码)的环分布,并给出了任何一个基于Circulant矩阵构造出的Qc.LDPC码中的最小环长(girth)的上限(12)。同时,运用该方法,分析出一种权重为(3,5)的Qc-LD-PC码的译码效果与该码环分布的关系。由于LDPC码奇偶校验矩阵中的Circulant子矩阵,可以被当成1个矩阵节点的单一节点看待.从而简化了整个码的特纳图,使寻找QC-LDPC码中闭环的方法变得简单。
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关 键 词: | 准循环低密度奇偶校验码(QC-LDPC) Circulant矩阵 旋转距离分析 最小环长 环分布 矩阵Tanner图 |
Rotation-Distance Analysis of QC-LDPC Code Based on Circulant Permutation Matrices |
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Affiliation: | QI Hang-hang, DOUGLAS Leith (Hamilton Institute National University of Ireland, Maynooth, Co. Kildare, Ireland) |
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Abstract: | Cycle distribution of LDPC (Low-Density Parity-Check) codes affects the codes 'decoding performance and encoding complexity, however it is commonly NP hard to analyse. We propose the rotation-distance for analysis of QC-LDPC ( Quasi-Cyclic Low-Density Parity-Check) code based on circulant matrices. The circulant sub-matrices within the parity-check matrix are treated as a "matrix node" to simplify theTanner graphs of the codes. Thus cycles of QC-LDPC codes can be found efficiently, and we demonstrate the usefulness of the new method by a simple proof of the known result that 12 is an upper limit of the girth of the QC-LDPC codes we considered. Moreover, the cycle analysis based on the new method also reveals relations between decoding performance and the cycle distribution of the code. |
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Keywords: | index terms-QC-LDPC codes circulant matrices rotation distance amalysis girth cycle distribution matrix tanner graph |
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