Enhanced equalization phase noise (EEPN), generated from the uncompensated dispersion
experienced by laser phase noises, can cause serious damage to the transmission quality of …

By combining the nonlinear impairment features derived from the first-order perturbation
theory, we propose a nonlinear impairment compensation (NLC) scheme based on the …

This article presents a novel deep linear and nonlinear compensation network (DLNCN) that
effectively addresses linear and nonlinear distortion in conjunction with polarization …

A novel technique is proposed for simultaneous monitoring of optical signal-to-noise ratio
(OSNR) and chromatic dispersion (CD). The scheme is based on the cross-phase …

In this paper, an improved complex-valued convolutional neural network (CvCNN) structure
to be placed at the received side is proposed for nonlinearity compensation in a coherent …

In this study, we developed a wide and deep network-based nonlinear equalizer to
compensate for nonlinear impairment in coherent optical communication systems. In our …

Due to the high transmission capacity, optical fiber systems have been widely applied in the
modern telecommunication infrastructure to meet the ever-increasing demand of data traffic …

A self-supervised learning scheme is proposed for neural-network-based perturbative fiber
nonlinearity compensation with a designed proxy task by using phase-conjugated unknown …

Improved CNN Equalizer for Coherent Optical Fiber Communications Page 1 Improved
CNN Equalizer for Coherent Optical Fiber Communications 1st Lu Han Beijing University of …

CNN Nonlinear Equalizer with Reducing the Dimensionality of Feature Maps Page 1 CNN
Nonlinear Equalizer with Reducing the Dimensionality of Feature Maps Shuo Liu1,2,3,Yongjun …