115-Gbps/λ Fiber/FSO Transmission with Supervised and Semi-supervised Nonlinearity Correction Using Lasso

We leverage supervised/semi-supervised methods and Lasso to perform nonlinearity compensations in a fiber/FSO system. A proof-of-concept experiment has demonstrated up to 3.1dB power-margin improvement and significantly reduced pilot symbol ratio.