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编码调制与再传输的有限块长分析
Ming Jiang1,2, Yi Wang1, Fan Ding1
1National Mobile Communications Research Laboratory, Southeast University, Nanjing 210096, China.
Entropy (Basel, Switzerland)
|October 25, 2024
概括
这项研究通过引入编码调制的新速率预测公式来提高5G/B5G再传输性能. 一个统一的模型可以提高各种信号噪声比率 (SNR) 的精度,从而实现高光谱效率.
科学领域:
- 电信工程 电信工程 电信工程
- 信息理论 信息理论
- 无线通信系统无线通信系统
背景情况:
- 5G和超越5G (B5G) 网络的快速发展需要改进的转发策略.
- 现有的有限长度编码性能预测公式需要适应编码调制转发场景.
- 高频谱效率的转发对性能预测提出了独特的挑战.
研究的目的:
- 审查和提出编码调制转发的新型速率预测公式.
- 为了验证最近提出的校正模型在编码调制转发文本中的准确性.
- 通过为不同的SNR引入一个统一的变量来提高预测模型的普遍性.
主要方法:
- 复习经典的有限长度编码性能预测公式.
- 开发适用于编码调制转发的新速率预测公式.
- 引入一个范围变量,Pfinal,以统一不同信号噪声比率 (SNR) 的预测.
- 通过广泛的模拟结果进行验证.
主要成果:
- 拟议的速率预测公式在编码调制转发中表现出高精度.
- 最近提出的校正模型在这些先进的场景中保持了高的预测准确性.
- Pfinal变量有效地统一了跨不同SNR条件的预测模型.
结论:
- 开发的公式和统一模型为5G/B5G转发提供了准确的性能预测.
- 提供了优化转发策略的建议,特别是高光谱效率.
- 这些发现有助于有效设计和部署未来的无线通信系统.
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