LAUSR

Fast remodeling for nonlinear distortion mitigation based on transfer learning.

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0 Published in 2019 at "Optics letters"

DOI: 10.1364/ol.44.004243

Abstract: We have proposed and demonstrated a transfer learning (TL)-assisted deep learning network (DNN) for nonlinear distortion compensation in optical side-band PAM-4 modulation and direct-detection transmission. Since there exists partial correlation of nonlinear distortions, we can… read more here.

Keywords: transfer learning; nonlinear distortion; remodeling nonlinear; fast remodeling ... See more keywords