Danshi Wang

According to our database, Danshi Wang authored at least 61 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Multicrane Visual Sorting System Based on Deep Learning With Virtualized Programmable Logic Controllers in Industrial Internet.

Meixia Fu, Zhenqian Wang, Jianquan Wang, Qu Wang, Zhangchao Ma, Danshi Wang

IEEE Trans. Ind. Informatics, March, 2024

Blockchain for the digital twin-driven autonomous optical network.

Yue Pang, Min Zhang, Lifang Zhang, Jin Li, Wenbin Chen, Yidi Wang, Danshi Wang

J. Opt. Commun. Netw., March, 2024

Implementing Digital Twin in Field-Deployed Optical Networks: Uncertain Factors, Operational Guidance, and Field-Trial Demonstration.

Yuchen Song, Min Zhang, Yao Zhang, Yan Shi, Shikui Shen, Bingli Guo, Shanguo Huang, Danshi Wang

IEEE Netw., January, 2024

Downlink Carrier Frequency Offset Estimation for OTFS-Based LEO Satellite Communication System.

Songyan Li, Min Zhang, Cheng Ju, Dongdong Wang, Wenbin Chen, Pengsheng Zhou, Danshi Wang

IEEE Commun. Lett., January, 2024

2023

Building a digital twin for large-scale and dynamic C+L-band optical networks.

Yao Zhang, Min Zhang, Yuchen Song, Yan Shi, Chunyu Zhang, Cheng Ju, Bingli Guo, Shanguo Huang, Danshi Wang

J. Opt. Commun. Netw., December, 2023

Covert fault detection with imbalanced data using an improved autoencoder for optical networks.

Chunyu Zhang, Min Zhang, Songlin Liu, Zhuo Liu, Danshi Wang

J. Opt. Commun. Netw., November, 2023

Region-based fully convolutional networks with deformable convolution and attention fusion for steel surface defect detection in industrial Internet of Things.

Meixia Fu, Jiansheng Wu, Qu Wang, Lei Sun, Zhangchao Ma, Chaoyi Zhang, Wanqing Guan, Wei Li, Na Chen, Danshi Wang, Jianquan Wang

IET Signal Process., May, 2023

Implementing Digital Twin in Field-Deployed Optical Networks: Uncertain Factors, Operational Guidance, and Field-Trial Demonstration.

Yuchen Song, Min Zhang, Yao Zhang, Yan Shi, Shikui Shen, Bingli Guo, Shanguo Huang, Danshi Wang

CoRR, 2023

Deep Neural Network-enabled Fast and Large-Scale QoT Estimation for Dynamic C+L-Band Mesh Networks.

Yao Zhang, Yuchen Song, Yan Shi, Jin Li, Chuanbiao Zhang, Yu Tang, Min Zhang, Danshi Wang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Failure Data Augmentation for Optical Network Equipment Using Time-series Generative Adversarial Networks.

Cheng Xing, Chunyu Zhang, Bing Ye, Danshi Wang, Yinqiu Jia, Jin Li, Min Zhang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

PINN for Power Evolution Prediction and Raman Gain Spectrum Identification in C+L-Band Transmission System.

Yuchen Song, Yao Zhang, Chunyu Zhang, Jin Li, Min Zhang, Danshi Wang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Physics-Informed Neural Operator-based Full Wavefield Back-Propagation for Multi-span Optical Transmission.

Yuchen Song, Xiaotian Jiang, Xiao Luo, Ximeng Zhang, Min Zhang, Danshi Wang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Reliable and Low-complexity Multiple Performance Parameters Prediction for Optical Network Equipment.

Yu Chen, Danshi Wang, Chunyu Zhang, Bing Ye, Yinqiu Jia, Jin Li, Min Zhang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

End-to-End Learning for Free Space Optical Communication with BiLSTM-based Channel Model.

Taoye Zhang, Lifang Zhang, Wenbin Chen, Meixia Fu, Pengsheng Zhou, Songyan Li, Danshi Wang

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2023

2022

Potential failure cause identification for optical networks using deep learning with an attention mechanism.

Chunyu Zhang, Danshi Wang, Jinwei Jia, Lingling Wang, Kun Chen, Luyao Guan, Zhuo Liu, Zhiguo Zhang, Xue Chen, Min Zhang

JOCN, 2022

Cloud-Edge Collaboration in Industrial Internet of Things: A Joint Offloading Scheme Based on Resource Prediction.

Zhengjie Sun, Hui Yang, Chao Li, Qiuyan Yao, Danshi Wang, Jie Zhang, Athanasios V. Vasilakos

IEEE Internet Things J., 2022

Blockchain-Based Reliable Traceability System for Telecom Big Data Transactions.

Yue Pang, Danshi Wang, Xinyong Wang, Jin Li, Min Zhang

IEEE Internet Things J., 2022

Improving Person Reidentification Using a Self-Focusing Network in Internet of Things.

Meixia Fu, Songlin Sun, Hui Gao, Danshi Wang, Xiaoyun Tong, Qiang Liu, Qilian Liang

IEEE Internet Things J., 2022

Applications of Physics-Informed Neural Network for Optical Fiber Communications.

Danshi Wang, Xiaotian Jiang, Yuchen Song, Meixia Fu, Zhiguo Zhang, Xue Chen, Min Zhang

IEEE Commun. Mag., 2022

A review of machine learning-based failure management in optical networks.

Danshi Wang, Chunyu Zhang, Wenbin Chen, Hui Yang, Min Zhang, Alan Pak Tao Lau

Sci. China Inf. Sci., 2022

A Fast Amplifier Gain and Tilt Configuration Algorithm for Dynamic C+L-band Networks.

Yuchen Song, Qirui Fan, Danshi Wang, Chao Lu, Alan Pak Tao Lau

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Digital Twin-Assisted Optical Power Allocation for Flexible and Customizable SNR Optimization.

Xuhao Pang, Shengnan Li, Qirui Fan, Min Zhang, Chao Lu, Alan Pak Tao Lau, Danshi Wang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Convolutional Neural Network for Performance Monitoring and Modulation Formation Recognition in Communication System.

Lifang Zhang, Ting Zhang, Danshi Wang, Wenbin Chen

Proceedings of the 22nd IEEE International Conference on Communication Technology, 2022

2021

Dynamic Programmable Optical Transceiver Configuration Based on Digital Twin.

Siheng Cui, Danshi Wang, Jin Li, Min Zhang

IEEE Commun. Lett., 2021

Physics-informed Neural Network for Nonlinear Dynamics in Fiber Optics.

Xiaotian Jiang, Danshi Wang, Qirui Fan, Min Zhang, Chao Lu, Alan Pak Tao Lau

CoRR, 2021

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

Danshi Wang, Zhiguo Zhang, Min Zhang, Meixia Fu, Jin Li, Shanyong Cai, Chunyu Zhang, Xue Chen

IEEE Commun. Mag., 2021

Deep Reinforcement Learning-Based Adaptive Handover Mechanism for VLC in a Hybrid 6G Network Architecture.

Liqiang Wang, Dahai Han, Min Zhang, Danshi Wang, Zhiguo Zhang

IEEE Access, 2021

Attention Mechanism-Driven Potential Fault Cause Identification in Optical Networks.

Chunyu Zhang, Danshi Wang, Jinwei Jia, Lingling Wang, Songlin Liu, Luyao Guan, Min Zhang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Uncertainty Analysis for Failure Prediction in Optical Transport Network Using Bayesian Neural Network.

Lingling Wang, Danshi Wang, Chunyu Zhang, Songlin Liu, Min Zhang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Semi-supervised Anomaly Detection with Imbalanced Data for Failure Detection in Optical Networks.

Songlin Liu, Danshi Wang, Chunyu Zhang, Lingling Wang, Min Zhang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Digital twin-enabled Power Optimizer for Multi-span Transmission System Using Autoencoder.

Shengnan Li, Danshi Wang, Yuchen Song, Qirui Fan, Min Zhang, Chao Lu, Alan Pak Tao Lau

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Solving the Nonlinear Schrödinger Equation in Optical Fibers Using Physics-informed Neural Network.

Xiaotian Jiang, Danshi Wang, Qirui Fan, Min Zhang, Chao Lu, Alan Pak Tao Lau

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Demonstration of AI-Assisted Intent-Based Traffic Grooming in 5G Optical Access Network.

Luyao Guan, Min Zhang, Danshi Wang, Chunyu Zhang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Modulation Format Recognition Based on CNN in Satellite Communication System.

Ting Zhang, Dongdong Wang, Danshi Wang, Wenbin Chen, Zhiguo Zhang, Hui Yang, Shanyong Cai, Min Zhang

Proceedings of the 21st International Conference on Communication Technology, 2021

Transformer-based Alarm Context-Vectorization Representation for Reliable Alarm Root Cause Identification in Optical Networks.

Jinwei Jia, Danshi Wang, Chunyu Zhang, Hui Yang, Luyao Guan, Xue Chen, Min Zhang

Proceedings of the European Conference on Optical Communication, 2021

2020

Temporal data-driven failure prognostics using BiGRU for optical networks.

Chunyu Zhang, Danshi Wang, Lingling Wang, Jianan Song, Songlin Liu, Jin Li, Luyao Guan, Zhuo Liu, Min Zhang

JOCN, 2020

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

Hui Gao, Yu Xiao, Han Yan, Ye Tian, Danshi Wang, Wendong Wang

IEEE Internet Things J., 2020

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

Yan Zhao, Xue Chen, Tao Yang, Liqian Wang, Danshi Wang, Zhiguo Zhang, Sheping Shi

IEEE Access, 2020

A Space-Air-Ground Integrated Network Assisted Maritime Communication Network Based on Mobile Edge Computing.

Yue Pang, Danshi Wang, Dongdong Wang, Luyao Guan, Chunyu Zhang, Min Zhang

Proceedings of the 2020 IEEE World Congress on Services, 2020

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

Chunyu Zhang, Danshi Wang, Chuang Song, Lingling Wang, Jianan Song, Luyao Guan, Min Zhang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

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

Luyao Guan, Min Zhang, Danshi Wang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

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

Yuchen Song, Danshi Wang, Han Ye, Jun Qin, Min Zhang

Proceedings of the European Conference on Optical Communications, 2020

2019

Hierarchical Edge Cloud Enabling Network Slicing for 5G Optical Fronthaul.

Chuang Song, Min Zhang, Yueying Zhan, Danshi Wang, Luyao Guan, Wei Liu, Lin Zhang, Siya Xu

JOCN, 2019

Machine Learning-Based Multifunctional Optical Spectrum Analysis Technique.

Danshi Wang, Min Zhang, Zhiguo Zhang, Jin Li, Hui Gao, Fan Zhang, Xue Chen

IEEE Access, 2019

Dealing With Alarms in Optical Networks Using an Intelligent System.

Danshi Wang, Liqi Lou, Min Zhang, Anthony C. Boucouvalas, Chunyu Zhang, Xuetian Huang

IEEE Access, 2019

Deep Fusion Feature Presentations for Nonaligned Person Re-Identification.

Meixia Fu, Songlin Sun, Na Chen, Danshi Wang, Xiaoyun Tong

IEEE Access, 2019

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

Xinghua Zhen, Danshi Wang, Minghui Wang, Min Zhang, Jin Li, Shuai Li, Zhiguo Zhang, Xian Zhou, Fan Zhang, Zhijun Zhang, Zhen Yang

Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019

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

Chunyu Zhang, Minghui Wang, Min Zhang, Danshi Wang, Chuang Song, Luyao Guan, Zhuo Liu

Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019

Machine Learning Based Alarm Analysis and Failure Forecast in Optical Networks.

Min Zhang, Danshi Wang

Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019

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

Huiting Lu, Min Zhang, Minghui Wang, Chuang Song, Danshi Wang, Luyao Guan

Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019

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

Yongchuan Lu, Min Zhang, Chuang Song, Luyao Guan, Danshi Wang, Shuai Li, Yueying Zhan

Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019

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

Chuang Song, Min Zhang, Luyao Guan, Lin Zhang, Danshi Wang, Yueying Zhan, Suzhi Cao, Shaojun Wu, Jianhua He

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

Adaptive Traffic Data Augmentation using Generative Adversarial Networks for Optical Networks.

Shuai Li, Jin Li, Min Zhang, Danshi Wang, Chuang Song, Xinghua Zhen

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

2017

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

Ze Li, Min Zhang, Danshi Wang, Dequan Xie, Yue Cui, Qi Yang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

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

Danshi Wang, Min Zhang, Ze Li, Jin Li, Chuang Song, Jianqiang Li, Mengyuan Wang

Proceedings of the European Conference on Optical Communication, 2017

2016

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

Ze Li, Min Zhang, Danshi Wang, Yue Cui

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

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

Meixia Fu, Min Zhang, Danshi Wang, Huanhuan Han, Zhongle Cai

Proceedings of the 2016 IEEE/CIC International Conference on Communications in China, 2016

SVM detection for superposed pulse amplitude modulation in visible light communications.

Youli Yuan, Min Zhang, Pengfei Luo, Zabih Ghassemlooy, Danshi Wang, Xiongyan Tang, Dahai Han

Proceedings of the 10th International Symposium on Communication Systems, 2016

2015

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

Danshi Wang, Min Zhang, Guo-Wei Lu, Jun Qin, Takahide Sakamoto, Kouichi Akahane, Naokatsu Yamamoto, Tetsuya Kawanishi, Ze Li, Yue Cui

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2015

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

Jing-Dan Liu, Min Zhang, Hai-Tao Nie, Ze Li, Danshi Wang

Proceedings of the Fuzzy System and Data Mining, 2015

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

Danshi Wang, Min Zhang, Ze Li, Yue Cui, Jingdan Liu, Yang Yang, Hongxiang Wang

Proceedings of the European Conference on Optical Communication, 2015