Meta-learning assisted source domain optimization for transfer learning based optical fiber nonlinear equalization
J Zhang, T Xu, T **, W Jiang, S Hu… - Journal of Lightwave …, 2022 - ieeexplore.ieee.org
Transfer learning (TL) has been demonstrated its feasibility on fast remodeling for fiber
nonlinearity equalization. It will be very efficient with fine-tuning rather than retraining when …
nonlinearity equalization. It will be very efficient with fine-tuning rather than retraining when …
Advances in modeling and mitigation of nonlinear effects in uncompensated coherent optical transmission systems
Recent results on analytical modeling of non-linear interference due to signal propagation in
multi-span optical systems are reviewed, including high-symbol rate and ultra-wideband …
multi-span optical systems are reviewed, including high-symbol rate and ultra-wideband …
Nonlinearities Estimation in Optical Fiber Communication: Current Progress, Challenges and Perspectives
Z Ahmad, MA Qureshi, A Amin - Sir Syed University …, 2024 - sirsyeduniversity.edu.pk
This review paper gives a comprehensive review of nonlinearities and recent advances in
nonlinearities estimation in optical fiber transmission systems. The most frequent …
nonlinearities estimation in optical fiber transmission systems. The most frequent …
[BOOK][B] Autoencoders for Physical Layer Communications: Approaches and Applications
J Song - 2023 - research.chalmers.se
The ever-growing demand for higher data rates has driven continuous developments in
communication systems over the years. As upcoming high-bandwidth services require even …
communication systems over the years. As upcoming high-bandwidth services require even …
Design of neural network-based nonlinear equalisers for coherent optical communication systems
Y Liu - 2023 - wrap.warwick.ac.uk
Recent advancements in beyond 5G (B5G) networks and future communications demand
ultra-high capacity and, therefore, impose stringent requirements on fibre-optic transmission …
ultra-high capacity and, therefore, impose stringent requirements on fibre-optic transmission …
Compensation of coherent optical communication systems using PSO-optimized SVM
Z Wang, Y Wang, J Zhang - AOPC 2024: AI in Optics and …, 2024 - spiedigitallibrary.org
With the explosive growth of data volume, the computational complexity of using digital
signal processing methods to compensate for optical fiber dispersion and nonlinear effects …
signal processing methods to compensate for optical fiber dispersion and nonlinear effects …