基于出口分析的ldpc -部分极码交织器设计

Xueting Zhang, Yingzhuang Liu, Chen Hu, Shaoping Chen
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引用次数: 3

摘要

极性码与LDPC码的串接是一种在有限长度下提高极性码性能并抑制LDPC码错误层的有效方法。有限长度极性编码的极化位通道表现出不同的特性,即有些几乎是无噪声的,而有些则是有噪声的。这意味着在设计极性码与其他码的连接时需要不平衡保护。为此,本文提出了一种将极性码与外部不规则LDPC码串联起来保护极性码中间信道的方案。在两个组成码之间,采用专门设计的交织器,使总体错误概率最小化。提出了一种基于外部信息传递分析的低复杂度启发式交织器设计方法。采用软抵消(SCAN)算法和信念传播(BP)算法对串接码进行译码。仿真结果验证了该算法具有良好的纠错能力和较低的译码复杂度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Interleaver Design for LDPC-Partial Polar Codes Based on EXIT Analysis
The concatenation of polar codes with LDPC codes is a promising approach to enhance the performance of polar codes at finite lengths while suppressing the error floor of LDPC codes. The polarized bit-channels of polar coding at finite lengths exhibit different qualities, i.e., some are almost noiseless while others are noisy. This implies that unbalanced protection is needed in the design of concatenating polar codes with other codes. To this end, a scheme of concatenatng polar codes with outer irregular LDPC codes for the protection of intermediate channels of polar codes is proposed in this paper. Between two constituent codes, a specifically designed interleaver is employed such that the overall error probability is minimized. The extrinsic information transfer (EXIT) analysis and a low-complexity heuristic method are proposed for the interleaver design. The soft cancellation (SCAN) and belief propagation(BP) algorithms are employed for the decoding of concatenated codes. Simulations are provided to validate its advantages in terms of excellent error correction capability and low decoding complexity.
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