Artificial Neural Networks for Fiber Nonlinear Noise Estimation

OSNR monitoring techniques are reviewed and a use of machine learning to estimate the nonlinear noise and thereby monitor the OSNR is described. High monitoring accuracy is demonstrated for a wide range of link conditions using an artificial neural network.