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20172019
most citedDBSCAN for nonlinear equalization in high-capacity multi-carrier optical communications

2 citations · 3 across the 6 of their papers we have counts for

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physics.app-ph2019

Real-Time Machine Learning Based Fiber-Induced Nonlinearity Compensation in Energy-Efficient Coherent Optical Networks

Elias Giacoumidis, Yi Lin, Michaela Blott +1

We experimentally demonstrate the first field-programmable gate-array-based real-time fiber nonlinearity compensator (NLC) using sparse K-means++ machine learning clustering in an…

eess.SP2019★ 2 cited

DBSCAN for nonlinear equalization in high-capacity multi-carrier optical communications

Elias Giacoumidis, Yi Lin, Liam P. Barry

Coherent optical multi-carrier communications have recently dominated metro-regional and long-haul optical communications. However, the major obstacle of networks involving coheren…