Meixia Fu

Modulation Format Recognition and OSNR Estimation Using CNN-Based Deep Learning

Danshi Wang, Min Zhang, Ze Li et al. · IEEE Photonics Technology Letters · 2017 · 252 citations

Convolutional Neural Network, Engineering, Feature Extraction +17

The Role of Digital Twin in Optical Communication: Fault Management, Hardware Configuration, and Transmission Simulation

Danshi Wang, Zhiguo Zhang, Min Zhang et al. · IEEE Communications Magazine · 2021 · 130 citations

Free-space Optical Network, Photonics, Engineering +15

Nonlinearity Mitigation Using a Machine Learning Detector Based on <inline-formula> <tex-math notation="LaTeX">$k$ </tex-math> </inline-formula>-Nearest Neighbors

Danshi Wang, Min Zhang, Meixia Fu et al. · IEEE Photonics Technology Letters · 2016 · 121 citations

Engineering, Machine Learning, Data Science +14

Combatting nonlinear phase noise in coherent optical systems with an optimized decision processor based on machine learning

Danshi Wang, Min Zhang, Zhongle Cai et al. · Optics Communications · 2016 · 84 citations

Coherent Optical Systems, Photonics, Engineering +11

System impairment compensation in coherent optical communications by using a bio-inspired detector based on artificial neural network and genetic algorithm

Danshi Wang, Min Zhang, Ze Li et al. · Optics Communications · 2017 · 51 citations

Photonics, Coherent Optical Communications, Engineering +10