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07/04/2022
Spectral Power Profile Optimization of Field-Deployed WDM Network by Remote Link Modeling
A digital twin model of a multi-node WDM network is obtained from a sing...
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07/19/2019
End-to-end Learning for GMI Optimized Geometric Constellation Shape
Autoencoder-based geometric shaping is proposed that includes optimizing...
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10/01/2018
Geometric Constellation Shaping for Fiber Optic Communication Systems via End-to-end Learning
In this paper, an unsupervised machine learning method for geometric con...
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05/10/2018