DBSCAN-based Nonlinear Equalizer for High-Capacity Optical Communications

The dataset used for the first nonlinear equalizer in optical communications using the traditional Density-Based Spatial Clustering of Applications with Noise (DBSCAN) algorithm and a novel modified version of DBSCAN which combines K-means clustering on the noisy “un-clustered” symbols.

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Elias Giacoumidis, Yi Lin, Liam P. Barry (2024). Dataset: DBSCAN-based Nonlinear Equalizer for High-Capacity Optical Communications. https://doi.org/10.57702/l4yunocu

DOI retrieved: December 3, 2024

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Created December 3, 2024
Last update December 3, 2024
Defined In https://doi.org/10.48550/arXiv.1902.01198
Author Elias Giacoumidis
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Yi Lin
Liam P. Barry
Homepage https://doi.org/10.1109/LPWAN.2020.2969244