Nonlinear Damage Compensation using Support Vector Regression

In this paper, a nonlinear equalizer based on perturbation theory and support vector regression is proposed and experimentally demonstrated for 64-QAM coherent optical communication system. Compared with ridge regression, better BER performance is obtained.