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 · 257 citations

Computing, Computer Science, Computer Vision +16

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

Danshi Wang, Min Zhang, Jin Li et al. · Optics Express · 2017 · 238 citations · Full text

Computing, Computer Science, Computer Vision +11

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 · 221 citations · Full text

Natural Sciences, Computer Science, Atmospheric Science +16

Failure prediction using machine learning and time series in optical network

Zhilong Wang, Min Zhang, Danshi Wang et al. · Optics Express · 2017 · 194 citations · Full text

Computing, Computer Science, Risk Management +17

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

Danshi Wang, Yuchen Song, Jin Li et al. · Journal of Lightwave Technology · 2020 · 149 citations

Engineering, Computer Science, Electrical Engineering +17