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Constellation Shaping for WDM Systems Using 256QAM/1024QAM With Probabilistic Optimization

机译:使用256QAM / 1024QAM进行概率优化的WDM系统星座图整形

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摘要

In this paper, probabilistic shaping is numerically and experimentally investigated for increasing the transmission reach of wavelength division multiplexed (WDM) optical communication systems employing quadrature amplitude modulation (QAM). An optimized probability mass function (PMF) of the QAM symbols is first found from a modified Blahut-Arimoto algorithm for the optical channel. A turbo coded bit interleaved coded modulation system is then applied, which relies on many-to-one labeling to achieve the desired PMF, thereby achieving shaping gains. Pilot symbols at rate at most 2% are used for synchronization and equalization, making it possible to receive input constellations as large as 1024QAM. The system is evaluated experimentally on a 10 GBd, 5 channels WDM setup. The maximum system reach is increased w.r.t. standard 1024QAM by 20% at input data rate of 4.65 bits/symbol and up to 75% at 5.46 bits/symbol. It is shown that rate adaptation does not require changing of the modulation format. The performance of the proposed 1024QAM shaped system is validated on all 5 channels of the WDM signal for selected distances and rates. Finally, it is shown via EXIT charts and BER analysis that iterative demapping, while generally beneficial to the system, is not a requirement for achieving the shaping gain.
机译:在本文中,通过数值和实验研究了概率整形,以增加采用正交幅度调制(QAM)的波分复用(WDM)光通信系统的传输范围。首先从改进的Blahut-Arimoto算法的光通道中找到QAM符号的优化概率质量函数(PMF)。然后应用turbo编码的比特交错编码调制系统,该系统依靠多对一标记来实现所需的PMF,从而获得整形增益。速率最高为2%的导频符号用于同步和均衡,从而可以接收高达1024QAM的输入星座。该系统在10 GBd,5通道WDM设置上进行了实验评估。最大系统覆盖率增加在输入数据速率为4.65位/符号的情况下,标准1024QAM降低20%,在5.46位/符号的情况下提高至75%。结果表明,速率适配不需要改变调制格式。建议的1024QAM成形系统的性能在WDM信号的所有5个通道上针对选定的距离和速率进行了验证。最后,通过EXIT图表和BER分析表明,迭代解映射虽然通常对系统有利,但对于实现整形增益并不是必需的。

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