The trade-off between more user bandwidth and quality of service requirements introduces
unprecedented challenges to the next generation smart optical networks. In this regard, the …

A novel low-complexity and nonlinearity-tolerant modulation format identification (MFI) using
random forest (RF) is proposed for the flexible coherent receivers (FCRs). The RF-based …

An effective and blind modulation format identification (MFI) scheme based on intensity
profile features is proposed for digital coherent receivers of elastic optical networks. Here …

An intelligent optical performance monitoring scheme for simultaneous modulation format
identification (MFI) and optical signal-to-noise ratio (OSNR) monitoring is proposed and …

A lightweight two-stage convolutional (deep) neural network (CNN) based modulation
format identification (MFI) scheme is proposed and demonstrated for the polarization domain …

摘要针对光纤传输系统中多重物理损伤效应严重影响传输性能的情况, 为保障高速光传输网络的
正常运行, 对传输信号进行光性能监测是必不可少的. 提出一种基于卷积神经网络(CNN) …

A novel and blind optical modulation format identification (MFI) scheme assisted by signal
intensity fluctuation features is proposed for autonomous digital coherent receivers of next …

Modulation format identification (MFI) is a critical technology for autonomous digital coherent
receivers in next-generation elastic optical networks. A novel and simple MFI scheme, to the …

Featured Application This paper provides a feasible method for modulation format
identification and OSNR monitoring. The application of KNN reduces complexity. Abstract In …

For joint modulation format identification (MFI) and optical signal-to-noise ratio (OSNR)
monitoring, a simple and intelligent optical communication performance monitoring method …