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交叠的分层置信度传播LDPC译码算法

范亚楠 王丽冲 姚秀娟 孟新

西安电子科技大学学报(自然科学版)2017,Vol.44Issue(2):88-94,7.
西安电子科技大学学报(自然科学版)2017,Vol.44Issue(2):88-94,7.DOI:10.3969/j.issn.1001-2400.2017.02.016

交叠的分层置信度传播LDPC译码算法

Overlapped layered belief-propagation LDPC decoding algorithm

范亚楠 1王丽冲 2姚秀娟 1孟新2

作者信息

  • 1. 中国科学院 国家空间科学中心,北京 100190
  • 2. 中国科学院大学,北京 100190
  • 折叠

摘要

Abstract

An Overlapped Layered-BP(OLBP) decoding algorithm is proposed aiming at further increasing the convergence speed and enhancing the error performance of the Layered Belief-Propagation(LBP) algorithm.In this algorithm, more than one sub-decoders are used to decode simultaneously, and sub-decoders have different check node updating orders from each other.The most reliable messages are kept and used for the next iteration for every check node, and thus a faster convergence can be provided.Simulation result shows that, compared with the LBP algorithm, the OLBP algorithm possesses a better error performance as well as a higher convergence speed and introducing no extra storage requirement.Moreover, the proposed algorithm is effective for both regular and irregular LDPC codes.

关键词

信道编码/低密度奇偶校验码/迭代译码/分层置信度传播/交叠的分层置信度传播

Key words

channel coding/low density parity check codes/iterative decoding/layered-belief-propagation/overlapped layered-belief-propagation

分类

信息技术与安全科学

引用本文复制引用

范亚楠,王丽冲,姚秀娟,孟新..交叠的分层置信度传播LDPC译码算法[J].西安电子科技大学学报(自然科学版),2017,44(2):88-94,7.

基金项目

中国科学院创新基金资助项目(CXJJ14S126) (CXJJ14S126)

西安电子科技大学学报(自然科学版)

OA北大核心CSCDCSTPCD

1001-2400

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