Danshi Wang

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

Intelligent constellation diagram analyzer using convolutional neural network-based deep learning

Danshi Wang, Min Zhang, Jin Li et al. · Optics Express · 2017 · 234 citations · Full text

Image Classification, Convolutional Neural Network, Image Analysis +12

Joint atmospheric turbulence detection and adaptive demodulation technique using the CNN for the OAM-FSO communication

Jin Li, Min Zhang, Danshi Wang et al. · Optics Express · 2018 · 212 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +12

Failure prediction using machine learning and time series in optical network

Zhilong Wang, Min Zhang, Danshi Wang et al. · Optics Express · 2017 · 191 citations · Full text

Engineering, Machine Learning, Fault Forecasting +19

Data-driven Optical Fiber Channel Modeling: A Deep Learning Approach

Danshi Wang, Yuchen Song, Jin Li et al. · Journal of Lightwave Technology · 2020 · 142 citations

Data-driven Fiber Channel, Engineering, Machine Learning +13