2015 · 67 citations · 4 references
EngineeringComputer ScienceElectrical EngineeringMachine LearningOptoelectronicsPhotonicsClassificationNonlinear OpticsOptical Communication SystemsOptical ModulationOptical Signal ProcessingSupport Vector MachinesCoherent Optical CommunicationCoherent Optical Signal ProcessingNonlinear Optical ModulationNonlinear Optical PropagationNonlinear Optical Signal ProcessingNonlinear Support Vector MachinesOptical NonlinearitySvms
A machine learning-based classifier, namely SVM, is introduced to create the nonlinear decision boundary in M-ary PSK-based coherent optical system to mitigate NLPN. The maximum transmission distance and LPRD tolerance are improved by 480 km and 3.3 dBm for 8PSK.
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