arXiv subjects

Mohannad Abu-romoh

Publications and source records attributed to Mohannad Abu-romoh.

2 recordsLinked to original sources

arXiv2022

Low Complexity Convolutional Neural Networks for Equalization in Optical Fiber Transmission

A convolutional neural network is proposed to mitigate fiber transmission effects, achieving a five-fold reduction in trainable parameters compared to alternative equalizers, and 3.5 dB improvement in MSE compared to DBP with comparable complexity.

eess.SP↗

arXiv2022

Learned Digital Back-Propagation for Dual-Polarization Dispersion Managed Systems

Digital back-propagation (DBP) and learned DBP (LDBP) are proposed for nonlinearity mitigation in WDM dual-polarization dispersion-managed systems. LDBP achieves Q-factor improvement of 1.8 dB and 1.2 dB, respectively, over linear equalization and a variant of DBP adapted to DM systems.

eess.SP↗