Multi-Task Optical Performance Monitoring Using a Transfer Learning Assisted Cascaded Deep Neural Network in WDM Systems

We design a transfer learning assisted cascaded deep neural network (TL-CDNN) for multi-task optical performance monitoring in a WDM system. The method can decrease training resource and is robust to interference in WDM systems.