Zekun Niu

Fast and Accurate Optical Fiber Channel Modeling Using Generative Adversarial Network

Hang Yang, Zekun Niu, Shilin Xiao et al. · Journal of Lightwave Technology · 2020 · 100 citations · Full text

Channel Modeling, Engineering, Generative Adversarial Network +10

End-to-End Deep Learning for Long-haul Fiber Transmission Using Differentiable Surrogate Channel

Zekun Niu, Hang Yang, Haochen Zhao et al. · Journal of Lightwave Technology · 2022 · 45 citations

Engineering, Machine Learning, End-to-end Deep Learning +8

Fast and Accurate Waveform Modeling of Long-Haul Multi-Channel Optical Fiber Transmission Using a Hybrid Model-Data Driven Scheme

Hang Yang, Zekun Niu, Haochen Zhao et al. · Journal of Lightwave Technology · 2022 · 41 citations · Full text

Transformer-Based Long Distance Fiber Channel Modeling for Optical OFDM Systems

Niuyong Zhang, Hang Yang, Zekun Niu et al. · Journal of Lightwave Technology · 2022 · 18 citations

Wireless Communications, Multi-carrier Communication, Engineering +14

Low-complexity full-field ultrafast nonlinear dynamics prediction by a convolutional feature separation modeling method

Hang Yang, Haochen Zhao, Zekun Niu et al. · Optics Express · 2022 · 15 citations · Full text

Nonlinear System Identification, Engineering, Machine Learning +12