346 Papers
688 Citations
Min Zhang is an academic researcher from Beijing University of Posts and Telecommunications. The author has contributed to research in topics: Computer science & Optical amplifier. The author has an hindex of 26, co-authored 320 publications. Previous affiliations of Min Zhang include Chinese Academy of Sciences & Peking University.
Chat about Author
Papers
Modulation Format Recognition and OSNR Estimation Using CNN-Based Deep Learning
TL;DR: An intelligent eye-diagram analyzer is proposed to implement both modulation format recognition (MFR) and optical signal-to-noise rate (OSNR) estimation by using a convolution neural network (CNN)-based deep learning technique.
251
Intelligent constellation diagram analyzer using convolutional neural network-based deep learning
TL;DR: An intelligent constellation diagram analyzer is proposed to implement both modulation format recognition (MFR) and optical signal-to-noise rate (OSNR) estimation by using convolution neural network (CNN)-based deep learning technique, and the effects of multiple factors on CNN performance are comprehensively investigated.
240
Joint atmospheric turbulence detection and adaptive demodulation technique using the CNN for the OAM-FSO communication.
TL;DR: A novel joint atmospheric turbulence (AT) detection and adaptive demodulation technique based on convolutional neural network (CNN) are proposed for the OAM-based free-space optical (FSO) communication, which has the potential to be embedded in charge-coupled device (CCD) cameras deployed at the receiver to improve the reliability and flexibility for theOAM-FSO communication.
202
Failure prediction using machine learning and time series in optical network.
TL;DR: Experimental results showed that the average prediction accuracy of the proposed DES-SVM method was 95% when predicting the optical equipment failure state, which means that the method can forecast an equipment failure risk with high accuracy.
181
Experimental Demonstration of RGB LED-Based Optical Camera Communications
Pengfei Luo,Min Zhang,Zabih Ghassemlooy,Hoa Le Minh,Hsin-Mu Tsai,Xuan Tang,Lih Chieh Png,Dahai Han +7 more
TL;DR: In this article, a single RGB LED-based OCC system utilizing a combination of undersampled phase-shift on-off keying (UPSOOK), wavelength-division multiplexing (WDM), and multiple-input-multiple-output (MIMO) techniques is designed, which offers higher space efficiency (3 bits/Hz/LED), long-distance, and nonflickering VLC data transmission.
173