RS-LDPC串联方案与5G-LDPC码的高效迭代译码算法

Kai Liu, Ming Jiang, Lijie Hu
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引用次数: 0

摘要

尽管第五代低密度奇偶校验(5G-LDPC)码的性能接近容量极限,但接近最优的浮点BP解码会导致硬件的过度使用和计算的高复杂性。因此,在实际实现中通常采用有限精度的量化最小和解码器。无论采用高精度量化还是低精度量化,部分5G-LDPC码都存在误差层高的问题,影响了其在未来超可靠场景下的应用。利用RS码的汉明距离特性和出色的纠错能力,采用RS码作为外围码可以显著降低5G-LDPC码的错误层。为了进一步提高整体性能,本文提出了一种高效的RS-LDPC级联码迭代译码算法。本文提出的RS-LDPC码的迭代算法在较低的误码率下比5G-LDPC码获得明显的增益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient iterative decoding algorithm of RS-LDPC concatenated schemes with 5G-LDPC codes
Despite the performance of 5th Generation Low Density Parity Check (5G-LDPC) codes close to the capacity limit, the near-optimal floating-point BP decoding will lead to excessive use of hardware and high complexity of calculation. Thus, the quantized min-sum decoder with limited-precision is usually used in practical implementations. No matter using high or low precision quantization, some 5G-LDPC codes always suffer from the problem of high error floor, which affects their applications in future ultra-reliable scenarios. Using Reed-Solomon (RS) codes as the outer codes can significantly lower the error floor of 5G-LDPC codes due to their Hamming distance properties and excellent error-correction capability. In order to further improve the overall performance, an efficient iterative decoding algorithm of RS-LDPC concatenated codes is proposed in this paper. The proposed iterative algorithm of RS-LDPC codes can achieve noticeable gains over the 5G-LDPC codes at lower FER.
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