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Updated: Jul 21, 2025

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基于基础矩阵的空间合的LDPC代码的有限长度分析
Yang Liu1, Sha Sun1, Yuzhi Zhang1
1School of Communication and Information Engineering, Xi'an University of Science and Technology, Xi'an 710054, China.
Entropy (Basel, Switzerland)
|July 29, 2023
概括
一种新的分析方法评估了空间合低密度平价检查 (SC-LDPC) 代码的有限长度性能. 该方法准确地预测错误概率,有助于为未来通信设计SC-LDPC代码.
科学领域:
- 信息理论 信息理论
- 编码理论编码理论
- 数字通信数字通信
背景情况:
- 空间合低密度平价检查 (SC-LDPC) 代码是下一代通信系统的关键候选者.
- 它们的"值和"特性提高了性能,但有限长度分析对于实际应用至关重要.
研究的目的:
- 为SC-LDPC代码开发一种通用和高效的有限长度分析方法.
- 为了解代码参数对性能影响提供一个工具.
主要方法:
- 基于代码的基础矩阵的解码过程中剩余图形演变的分析.
- 对错误概率的分析表达式的推导.
- 使用并行连接的多链SC-LDPC (PC-MSC-LDPC) 代码集进行验证.
主要成果:
- 提出的分析准确地预测了SC-LDPC代码的有限长度错误概率.
- 分析预测与PC-MSC-LDPC代码的模拟错误概率非常接近.
结论:
- 开发的有限长度分析对SC-LDPC代码有效.
- 该方法作为一个有价值的工程工具,用于实际的SC-LDPC代码设计和性能分析.
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