首页> 外文会议>Proceedings of the 2006 IEEE Information Theory Workshop(ITW'06) >Code Annealing and the Suppressing Effect of the Cyclically Lifted LDPC Code Ensemble
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Code Annealing and the Suppressing Effect of the Cyclically Lifted LDPC Code Ensemble

机译:代码退火和循环提升的LDPC代码组的抑制效果

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Code annealing, a new method of designing good codes of short block length, is proposed, which is then concatenated with cyclic lifting to create finite codes of iow frame error rate (FER) error floors without performance outliers. The stopping set analysis is performed on the cyclically lifted code ensemble assuming uniformly random lifting sequences, and the suppressing effect/weight of the cyclic lifting is identified for the first time, based on which the ensemble FER error floor can be analytically determined and a scaling law is derived. Both the first-order and high-order suppressing effects are discussed and quantified by different methods including the explicit expression,an algorithmic upper bound, and an algebraic lower bound. The mismatch between the suppressing weight and the stopping distances explains the dramatic performance discrepancy among different cyclically lifted codes when the underlying base codes have degree 2 variable nodes or not. For the former case,a degree augmentation method is further introduced to mitigate this metric mismatch, and a systematic method of constructing irregular codes of low FER error floors is presented. Both regular and irregular codes of very low FER error floors are reported,for which the improvement factor ranges from 106-104 when compared to the classic graph-based code ensembles.
机译:提出了一种代码退火算法,一种设计短块长度的良好代码的新方法,然后将其与循环提升相结合,以创建低帧错误率(FER)错误底限的有限代码,而没有性能异常值。在假定均匀随机提升序列的情况下,对循环提升码集合进行停止集分析,并首次确定循环提升的抑制效果/权重,由此可以分析确定集合FER错误底限并进行缩放法律是推导的。通过显式表达式,算法上限和代数下限等不同方法,对一阶和高阶抑制效果进行了讨论和量化。抑制权重和停止距离之间的不匹配说明了当基础代码是否具有2级变量节点时,不同的循环提升代码之间的显着性能差异。对于前一种情况,进一步引入了度增加方法来减轻这种度量失配,并提出了一种构造低FER错误基底的不规则码的系统方法。报告了非常低的FER错误底限的规则代码和不规则代码,与经典的基于图的代码集合相比,其改进系数在106-104范围内。

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