首页> 外文OA文献 >Spatially Coupled LDPC Codes Constructed from Protographs
【2h】

Spatially Coupled LDPC Codes Constructed from Protographs

机译:由protographs构建的空间耦合LDpC码

代理获取
本网站仅为用户提供外文OA文献查询和代理获取服务,本网站没有原文。下单后我们将采用程序或人工为您竭诚获取高质量的原文,但由于OA文献来源多样且变更频繁,仍可能出现获取不到、文献不完整或与标题不符等情况,如果获取不到我们将提供退款服务。请知悉。

摘要

In this paper, we construct protograph-based spatially coupled low-densityparity-check (SC-LDPC) codes by coupling together a series of L disjoint, oruncoupled, LDPC code Tanner graphs into a single coupled chain. By varying L,we obtain a flexible family of code ensembles with varying rates and framelengths that can share the same encoding and decoding architecture forarbitrary L. We demonstrate that the resulting codes combine the best featuresof optimized irregular and regular codes in one design: capacity approachingiterative belief propagation (BP) decoding thresholds and linear growth ofminimum distance with block length. In particular, we show that, forsufficiently large L, the BP thresholds on both the binary erasure channel(BEC) and the binary-input additive white Gaussian noise channel (AWGNC)saturate to a particular value significantly better than the BP decodingthreshold and numerically indistinguishable from the optimal maximuma-posteriori (MAP) decoding threshold of the uncoupled LDPC code. When allvariable nodes in the coupled chain have degree greater than two,asymptotically the error probability converges at least doubly exponentiallywith decoding iterations and we obtain sequences of asymptotically good LDPCcodes with fast convergence rates and BP thresholds close to the Shannon limit.Further, the gap to capacity decreases as the density of the graph increases,opening up a new way to construct capacity achieving codes on memorylessbinary-input symmetric-output (MBS) channels with low-complexity BP decoding.
机译:在本文中,我们通过将一系列L个不相交或未耦合的LDPC码Tanner图耦合到一个耦合链中,构造了基于原型的空间耦合低密度奇偶校验(SC-LDPC)码。通过改变L,我们获得了具有可变速率和帧长的灵活的代码集合家族,可以共享任意L的相同编码和解码体系结构。置信传播(BP)解码阈值和最小距离随块长度的线性增长。特别是,我们证明,如果L足够大,则二进制擦除通道(BEC)和二进制输入加性高斯白噪声通道(AWGNC)上的BP阈值都将饱和度显着优于BP解码阈值,并且在数值上无法区分从未耦合的LDPC码的最佳最大后验(MAP)解码阈值开始。当耦合链中的所有变量节点的度数都大于2时,错误概率通过解码迭代至少成倍地收敛,并且我们获得了具有快速收敛速度和BP阈值接近Shannon极限的渐近良好LDPC码序列。容量随着图的密度的增加而减小,从而开辟了一种新的方式来构建具有低复杂度BP解码的无记忆二进制输入对称输出(MBS)通道上的容量实现代码。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
代理获取

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号