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

Shaoliang Zhang,Weiyang Mo,Yue-Kai Huang,Fatih Yaman,Philip N. Ji,Eduardo Mateo,Yoshihisa Inada

ECOC（2018）

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摘要

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.

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关键词

intelligent filtering-penalty monitoring,cascaded WSSs,ensemble learning algorithm,filtering tolerance,open ROADM environment,Q-factor improvement,MLSE,distance 3200.0 km

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