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An Efficient Algorithm for Designing Optimal CRCs for Tail-Biting Convolutional Codes

机译:尾部卷积码的最佳CRC设计算法

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Cyclic redundancy check (CRC) codes combined with convolutional codes yield a powerful concatenated code that can be efficiently decoded using list decoding. To help design such systems, this paper presents an efficient algorithm for identifying the distance-spectrum-optimal (DSO) CRC polynomial for a given tail-biting convolutional code (TBCC) when the target undetected error rate (UER) is small. Lou et al. found that the DSO CRC design for a given zero-terminated convolutional code under low UER is equivalent to maximizing the undetected minimum distance (the minimum distance of the concatenated code). This paper applies the same principle to design the DSO CRC for a given TBCC under low target UER. Our algorithm is based on partitioning the tail-biting trellis into several disjoint sets of tail-biting paths that are closed under cyclic shifts. This paper shows that the tail-biting path in each set can be constructed by concatenating the irreducible error events (IEEs) and circularly shifting the resultant path. This motivates an efficient collection algorithm that aims at gathering IEEs, and a search algorithm that reconstructs the full list of error events with bounded distance of interest, which can be used to find the DSO CRC. Simulation results show that DSO CRCs can significantly outperform suboptimal CRCs in the low UER regime.
机译:结合卷积码的循环冗余码校验(CRC)码可生成功能强大的级联码,可以使用列表解码有效地对其进行解码。为了帮助设计这样的系统,本文提出了一种有效的算法,当目标未检测到的错误率(UER)较小时,该算法可以识别给定的咬尾卷积码(TBCC)的距离谱最优(DSO)CRC多项式。 Lou等。发现在低UER下给定零终止卷积码的DSO CRC设计等效于最大化未检测到的最小距离(级联码的最小距离)。本文采用相同的原理设计低目标UER下给定TBCC的DSO CRC。我们的算法基于将咬尾网格划分为若干不相交的咬尾路径集合,这些集合在循环移位下闭合。本文表明,可以通过串联不可减少的错误事件(IEE)并循环移动所得路径来构造每组中的咬尾路径。这激发了旨在收集IEE的高效收集算法,以及一种搜索算法,该算法可重新构建具有有限感兴趣距离的错误事件的完整列表,可用于查找DSO CRC。仿真结果表明,在较低的UER体制下,DSO CRC的性能明显优于次优CRC。

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