Danshi Wang

发表

Deep learning based adaptive sequential data augmentation technique for the optical network traffic synthesis.

Xue Chen, Jin Li, Danshi Wang, 2019, Optics express.

End-to-end Learning for Optical Fiber Communication with Data-driven Channel Model

Mingliang Li, Min Zhang, Danshi Wang, 2020, 2020 Opto-Electronics and Communications Conference (OECC).

Wavelength Controllable Forward Prediction and Inverse Design of Nanophotonic Devices Using Deep Learning

Danshi Wang, Yuchen Song, Han Ye, 2020, 2020 European Conference on Optical Communications (ECOC).

A Multi-Migration Seamless Handover Scheme for Vehicular Networks in Fog-based 5G Optical Fronthaul

Min Zhang, Danshi Wang, Shuai Li, 2019, 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC).

Reconfigurable WDM multicast supporting content delivery for content delivery network based on SOA and TB-WSS

Min Zhang, Ze Li, Danshi Wang, 2016, 2016 21st OptoElectronics and Communications Conference (OECC) held jointly with 2016 International Conference on Photonics in Switching (PS).

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

Xue Chen, Min Zhang, Danshi Wang, 2020, ArXiv.

A DBA Algorithm Supporting Peer-to-Peer Communication in Multi-cluster WDM-OFDM-PON

Min Zhang, Danshi Wang, Jing-Dan Liu, 2015, Fuzzy Systems and Data Mining.

Simultaneous wavelength and format conversion in SDN/NFV for flexible optical network based on FWM in SOA

Danshi Wang, Min Zhang, Yueying Zhan, 2018 .

Novel variable step size lms algorithm experimentally demonstrated in WDM PON

Min Zhang, Danshi Wang, Shuaicheng Zhang, 2015 .

Bit-based support vector machine nonlinear detector for millimeter-wave radio-over-fiber mobile fronthaul systems.

Min Zhang, Siming Liu, Gee-Kung Chang, 2017, Optics express.

Multifunctional all-optical signal processing scheme for simultaneous multichannel WDM multicast and XOR logic gates based on FWM in QD-SOA

Jun Qin, Tetsuya Kawanishi, Min Zhang, 2015, 2015 Optical Fiber Communications Conference and Exhibition (OFC).

Multifunctional all-optical signal processing scheme for wavelength-division-multiplexing multicast, wavelength conversion, format conversion, and all-optical encryption using hybrid modulation format exclusive-OR gates based on four-wave mixing in highly nonlinear fiber.

Min Zhang, Danshi Wang, Xiongyan Tang, 2018, Applied optics.

Adaptive Equalizer for PAM-4 Signal in Data Center Using Scalable XGBoost

Zhen Yang, Min Zhang, Danshi Wang, 2019, 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC).

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

Xue Chen, Tao Yang, Anthony C. Boucouvalas, 2020, Journal of Lightwave Technology.

Machine Learning-Based Multifunctional Optical Spectrum Analysis Technique

Fan Zhang, Min Zhang, Xue Chen, 2019, IEEE Access.

Machine Learning Based Alarm Analysis and Failure Forecast in Optical Networks

Min Zhang, Danshi Wang, 2019, 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC).

A low latency and reliable peer-to-peer communication scheme with protection capability for TWDM access networks

Min Zhang, Ze Li, Danshi Wang, 2016, 2016 15th International Conference on Optical Communications and Networks (ICOCN).

Demonstration of AI-Assisted Energy-Efficient Traffic Aggregation in 5G Optical Access Network

Danshi Wang, Min Zhang, Luyao Guan, 2020, 2020 Optical Fiber Communications Conference and Exhibition (OFC).

Upstream Transmission of 10-Gb/s NRZ Signal Generated by Bandwidth-Limited RSOA Utilizing Optical Equalizer

Shanguo Huang, Zhuo Liu, Danshi Wang, 2013 .

A multi-OLTs and virtual passive optical network for hybrid network

Min Zhang, He Zhang, Danshi Wang, 2016, 2016 7th IEEE International Conference on Software Engineering and Service Science (ICSESS).

Temporal data-driven failure prognostics using BiGRU for optical networks

Min Zhang, Danshi Wang, Lingling Wang, 2020, IEEE/OSA Journal of Optical Communications and Networking.

Dual-channel all-optical encryption using hybrid modulation format XOR gates based on FWM in HNLF

Min Zhang, Ze Li, Danshi Wang, 2017, 2017 16th International Conference on Optical Communications and Networks (ICOCN).

Optical Network Node Supporting One-to-Six WDM Multicasting of QPSK Signals

Jun Qin, Shanguo Huang, Qian Kong, 2014, IEEE Photonics Technology Letters.

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

Min Zhang, Xue Chen, Jianqiang Li, 2017, Optics express.

Clustered LR-PON with hierarchical architecture and WDM-OFDM-combined DBA scheme

Min Zhang, Yang Yang, Danshi Wang, 2015, 2015 Opto-Electronics and Communications Conference (OECC).

Demonstration of flexible and reconfigurable WDM multicast scheme supporting downstream emergency multicast communication for WDM optical access network

Ze Li, Danshi Wang, Min Zhang, 2017 .

Prediction of congestion degree for optical networks based on bp artificial neural network

Qing Li, Min Zhang, Danshi Wang, 2017, 2017 16th International Conference on Optical Communications and Networks (ICOCN).

Low-Complexity and Nonlinearity-Tolerant Modulation Format Identification Using Random Forest

Tao Yang, Xue Chen, Danshi Wang, 2019, IEEE Photonics Technology Letters.

Demonstration of Probabilistic Shaping PAM4 for Visible Light Communications

Jin Li, Danshi Wang, Min Zhang, 2018, 2018 23rd Opto-Electronics and Communications Conference (OECC).

10-Gbps optical duobinary signal generated by bandwidth-limited RSOA in colorless ONUs and compensated by FBG-based equalizer in OLT

Min Zhang, Danshi Wang, Meixia Fu, 2016, 2016 IEEE/CIC International Conference on Communications in China (ICCC).

Low-Complexity Fiber Nonlinearity Impairments Compensation Enabled by Simple Recurrent Neural Network With Time Memory

Sheping Shi, Xue Chen, Danshi Wang, 2020, IEEE Access.

A Learning-Based Credible Participant Recruitment Strategy for Mobile Crowd Sensing

Hui Gao, Danshi Wang, Ye Tian, 2020, IEEE Internet of Things Journal.

Optical Network Traffic Prediction Based on Graph Convolutional Neural Networks

Min Zhang, Danshi Wang, Luyao Guan, 2020, 2020 Opto-Electronics and Communications Conference (OECC).

Cost-effective and data size-adaptive OPM at intermediated node using convolutional neural network-based image processor.

Min Zhang, Xue Chen, Jianqiang Li, 2019, Optics express.

DBA with consideration of energy, delay and BW for community WDM-OFDM PON

Zabih Ghassemlooy, Min Zhang, Yang Yang, 2015, 2015 Opto-Electronics and Communications Conference (OECC).

Digital twin-enabled self-evolved optical transceiver using deep reinforcement learning.

Danshi Wang, Min Zhang, Jin Li, 2020, Optics letters.

All-Optical Parallel Encryption of QPSK Signals Based on Non-Degenerate Four Wave Mixing in HNLF for Physical Layer Security of Optical Network

Danshi Wang, Min Zhang, Yue Cui, 2016 .

An Optical and Radio Access Network Resource Management Scheme Based on Hierarchical Edge Cloud and Baseband Function Split for 5G Network Slicing

Xue Chen, Lin Zhang, Danshi Wang, 2017, 2017 Asia Communications and Photonics Conference (ACP).

Convolutional Neural Network-Based Deep Learning for Intelligent OSNR Estimation on Eye Diagrams

Min Zhang, Jin Li, Ze Li, 2017, 2017 European Conference on Optical Communication (ECOC).

Optical Spectrum Measurement and Analysis for Flexible WDM System Using Faster R-CNN-based Object Detection

Min Zhang, Danshi Wang, Zhiguo Zhang, 2019, 2019 18th International Conference on Optical Communications and Networks (ICOCN).

Adaptive Failure Prediction Using Long Short-term Memory in Optical Network

Min Zhang, Danshi Wang, Chuang Song, 2019, 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC).

Adaptive Traffic Data Augmentation using Generative Adversarial Networks for Optical Networks

Min Zhang, Jin Li, Danshi Wang, 2019, 2019 Optical Fiber Communications Conference and Exhibition (OFC).

Deep Fusion Feature Presentations for Nonaligned Person Re-Identification

Songlin Sun, Danshi Wang, Meixia Fu, 2019, IEEE Access.

Dealing With Alarms in Optical Networks Using an Intelligent System

Min Zhang, Anthony C. Boucouvalas, Danshi Wang, 2019, IEEE Access.

Interpretable Learning Algorithm Based on XGBoost for Fault Prediction in Optical Network

Min Zhang, Danshi Wang, Lingling Wang, 2020, 2020 Optical Fiber Communications Conference and Exhibition (OFC).

Modulation Format Identification Using Support Vector Machine in Heterogeneous Optical Networks

Min Zhang, Danshi Wang, Yue Cui, 2016, 2016 Asia Communications and Photonics Conference (ACP).

Failure prediction using machine learning and time series in optical network.

Min Zhang, Min Liu, Jin Li, 2017, Optics express.

Machine Learning Enabling Traffic-Aware Dynamic Slicing for 5G Optical Transport Networks

Min Zhang, Danshi Wang, Chuang Song, 2018, 2018 Conference on Lasers and Electro-Optics (CLEO).

Hierarchical Edge Cloud-Based Traffic Offloading Enabling Low-Latency in 5G Optical and Radio Network

Xue Chen, Lin Zhang, Danshi Wang, 2017, 2017 Asia Communications and Photonics Conference (ACP).

A Fiber-Optic Channel Modeled Through BiLSTM Technique

Min Zhang, Danshi Wang, Qichuan Cui, 2019, 2019 18th International Conference on Optical Communications and Networks (ICOCN).

Deep Learning-Based Containerization Resource Management in Vehicular Fog Computing

Min Zhang, Danshi Wang, Chuang Song, 2019, 2019 Asia Communications and Photonics Conference (ACP).

Intelligent Optical Spectrum Analyzer Using Support Vector Machine

Xue Chen, Min Zhang, Yu Xin, 2018, 2018 IEEE Photonics Society Summer Topical Meeting Series (SUM).

LCoS-Based Wavelength-Selective Switch for Future Finer-Grid Elastic Optical Networks Capable of All-Optical Wavelength Conversion

Qi Yang, Min Zhang, Shaohua Yu, 2017, IEEE Photonics Journal.

All-optical WDM multicast scheme for supporting emergency multicast communication in WDM optical access network based on FWM in SOA

Min Zhang, Ze Li, Danshi Wang, 2016, 2016 Optical Fiber Communications Conference and Exhibition (OFC).

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

Min Zhang, Jin Li, Danshi Wang, 2018, Optics express.

Optimized SVM-based Decision Processor for 16QAM Coherent Optical Systems to Mitigate NLPN

Min Zhang, Shanguo Huang, Hongxiang Wang, 2015 .

Big-Data-Driven Dynamic Clustering and Load Balancing of Virtual Base Stations for 5G Fronthaul Network

Min Zhang, Danshi Wang, Chuang Song, 2019, 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC).

LCoS-based programmable spectrum cutter with programmable and reconfigurable filtering shape for software defined optical network

Qi Yang, Min Zhang, Ze Li, 2017, 2017 Opto-Electronics and Communications Conference (OECC) and Photonics Global Conference (PGC).

Alarm Compression Based on Machine Learning and Association Rules Mining in Optical Networks

Danshi Wang, Min Zhang, Xiongyan Tang, 2018, 2018 23rd Opto-Electronics and Communications Conference (OECC).

Design of bandwidth-variable TWDM access network supporting inter-ONU communication based on tunable bandwidth wavelength selective switch

Min Zhang, Ze Li, Weichun Ge, 2017, 2017 16th International Conference on Optical Communications and Networks (ICOCN).

Deep Transfer Learning Based Multi-impairment Diagnosis for PAM-4 Optical Communication Systems

Min Zhang, Danshi Wang, Zhiguo Zhang, 2019, 2019 18th International Conference on Optical Communications and Networks (ICOCN).

Hierarchical edge cloud enabling network slicing for 5G optical fronthaul

Wei Liu, Siya Xu, Lin Zhang, 2019, IEEE/OSA Journal of Optical Communications and Networking.

Adaptive Demodulator Using Machine Learning for Orbital Angular Momentum Shift Keying

Min Zhang, Danshi Wang, Jin Li, 2017, IEEE Photonics Technology Letters.

Service-aware Network Slicing Supporting Delay-Sensitive Services for 5G Fronthaul

Wei Liu, Jianhua He, Danshi Wang, 2018, 2018 23rd Opto-Electronics and Communications Conference (OECC).

Demonstration of reconfigurable WDM multicast supporting content replication and protection switching for content delivery optical network

Qi Yang, Min Zhang, Ze Li, 2017, 2017 Optical Fiber Communications Conference and Exhibition (OFC).

Fiber Link Analysis and Q-factor Estimation Using CNN on Eye-Diagram

Wei Yang, Danshi Wang, Min Zhang, 2018, 2018 23rd Opto-Electronics and Communications Conference (OECC).

BER and distance adaptive spectrum resource allocation in FWM-based wavelength convertible spectrum-sliced elastic optical path network

Shanguo Huang, Min Zhang, Jiahui Wu, 2015 .

Nonlinearity Mitigation Using a Machine Learning Detector Based on $k$ -Nearest Neighbors

Min Zhang, Ze Li, Danshi Wang, 2016, IEEE Photonics Technology Letters.

Low-complexity and joint modulation format identification and OSNR estimation using random forest for flexible coherent receivers

Danshi Wang, Zhiguo Zhang, Chen Shi, 2020 .

Comprehensive Eye Diagram Analysis: A Transfer Learning Approach

Min Zhang, Xue Chen, Danshi Wang, 2019, IEEE Photonics Journal.

ADTP-based OSNR Monitoring Technique Using Convolutional Neural Network

Wei Yang, Danshi Wang, Min Zhang, 2018, 2018 23rd Opto-Electronics and Communications Conference (OECC).

Simultaneous all-optical WDM multicast and unicast scheme for WDM optical access network based on SOA and AWG

Min Zhang, Ze Li, Danshi Wang, 2015, 2015 Optoelectronics Global Conference (OGC).

Simultaneous Wavelength and Format Conversion in Data Center Interconnect Node for NFV/SDN Optical Network based on FWM in SOA

Danshi Wang, Min Zhang, Yueying Zhan, 2018, 2018 23rd Opto-Electronics and Communications Conference (OECC).

SVM-based detection in visible light communications

Zabih Ghassemlooy, Min Zhang, Bo Zhang, 2017 .

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

Xue Chen, Min Zhang, Jin Li, 2017, IEEE Photonics Technology Letters.

SVM detection for superposed pulse amplitude modulation in visible light communications

Zabih Ghassemlooy, Min Zhang, Dahai Han, 2016, 2016 10th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP).

Nonlinear decision boundary created by a machine learning-based classifier to mitigate nonlinear phase noise

Min Zhang, Yang Yang, Hongxiang Wang, 2015, 2015 European Conference on Optical Communication (ECOC).

10-Gbps optical duobinary signal generated by bandwidth-limited reflective semiconductor optical amplifier in colorless optical network units and compensated by fiber Bragg grating-based equalizer in optical line terminal

Danshi Wang, Min Zhang, Yue Cui, 2016 .

A new method of using deep neural network to compensate PDL

Danshi Wang, Kan Li, Shengchen Li, 2019, Other Conferences.

Load-Aware Dynamic Traffic Migration Enabling Low Latency in Hierarchical Edge Cloud-Based 5G Fronthaul

Jianhua He, Lin Zhang, Suzhi Cao, 2019, 2019 Optical Fiber Communications Conference and Exhibition (OFC).

Experimental Demonstration of Traffic-aware Load Balancing for Fronthaul Network

Lin Zhang, Qing Li, Suzhi Cao, 2018, 2018 23rd Opto-Electronics and Communications Conference (OECC).

Flexible Optical Cross-Connect Structures Supporting WDM Multicast With Multiple Pumps for Multiple Channels

Min Zhang, Ze Li, Danshi Wang, 2014, IEEE Photonics Journal.