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

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

collaborators

3 papers

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

Generation of Spectrally-Efficient Superchannel Using Optical Frequency Comb Referencing and Active Demultiplexing

Yi Lin, Seán Ó Duill, Frank Smyth +3

We generate multiple optical carriers with ultra-low phase noise, over a useable bandwidth of 160 GHz, from an externally injected gain-switched comb source with exceptional low li…

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…