Machine Learning for QoT Estimation to Adapt to Non-Uniform or Unknown Parameters (W2A.34)
Presenter: Jinming Chen, UVa
When faced with unknown and non-uniform physical parameters in networks, we employ a DNN to predict the OSNR by incorporating them into input features, enhancing the prediction accuracy of existing models by over 1.5 dB.
Authors:Jinming Chen, UVa / Maite Brandt-Pearce, UVa