no code implementations • 25 Apr 2023 • Behnam Behinaein Hamgini, Hossein Najafi, Ali Bakhshali, Zhuhong Zhang
In this paper, we introduce a new nonlinear optical channel equalizer based on Transformers.
no code implementations • 13 Apr 2023 • Ali Bakhshali, Hossein Najafi, Behnam Behinaein Hamgini, Zhuhong Zhang
In this work, we propose to use various artificial neural network (ANN) structures for modeling and compensation of intra- and inter-subcarrier fiber nonlinear interference in digital subcarrier multiplexing (DSCM) optical transmission systems.
no code implementations • 8 Oct 2021 • Richard Hugh Moulton, Behnam Behinaein Hamgini, Zahra Abedi Khouzani, Rômulo Meira-Góes, Fei Wang, Karen Rudie
In discrete-event system control, the worst-case time complexity for computing a system's observer is exponential in the number of that system's states.
