Intelligent Filtering-Penalty Monitoring and Mitigation for Cascaded WSSs Using Ensemble Learning Algorithm

An ensemble learning algorithm is applied to enhance filtering tolerance of cascaded WSSs in open ROADM environment to demonstrate ~0.8dB Q-factor improvement over MLSE after transmitting over 3200km with 16 ROADMs.