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20182022
most citedEnd-to-end optimization of coherent optical communications over the split-step Fourier method guided by the nonlinear Fourier transform theory

54 citations · 66 across the 4 of their papers we have counts for

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cs.IT2019

End-to-end Learning for GMI Optimized Geometric Constellation Shape

Rasmus T. Jones, Metodi P. Yankov, Darko Zibar

Autoencoder-based geometric shaping is proposed that includes optimizing bit mappings. Up to 0.2 bits/QAM symbol gain in GMI is achieved for a variety of data rates and in the pres…