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基于水库计算的数字信号均衡器用于等效时间采样
Ning Jing1, Junpeng Zhao1, Minjuan Zhang1
1School of Information and Communication Engineering, North University of China, Taiyuan 030051, China.
The Review of scientific instruments
|November 1, 2023
概括
这项研究引入了储库计算,以等同采样振荡仪的随机数字信号. 这种新的方法克服了信号连续性的局限性,提高了光通信质量.
科学领域:
- 电气工程 电气工程
- 光学通信是指光学通信.
- 信号处理 信号处理
背景情况:
- 采样示波器对于光信号质量评估至关重要.
- 在振荡仪中采用等值时间采样,可获得随机数字信号的非连续数据.
- 传统的等分方法,如过和平均,对此类数据是无效的.
研究的目的:
- 提出一种新的信号均等化方法,用于采样使用蓄水池计算的振荡仪.
- 为了解决采样振荡器无法等同随机数字信号的问题.
- 为了提高光通信信号分析的性能.
主要方法:
- 基于储库计算的信号均等化技术的开发.
- 训练一个水库模型来创建一个等效时间等效器.
- 拟议方法与连续时间均等器的比较.
主要成果:
- 与连续时间均等器相比,基于水库计算的均等器实现了超过95%的巧合.
- 信号质量指标的显著改善:眼睛的高度增加了7,眼睛的宽度增加了1.6.
- 眼睛图表动的实质性减少为2.3倍.
结论:
- 储计算有效地平衡来自采样振荡器的随机数字信号.
- 拟议的方法克服了用于信号均等的等值时间采样固有的局限性.
- 这一进步提高了采样示波器在光通信分析中的能力.
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