Min Zhang

Orcid: 0000-0001-8122-2112

Affiliations:
  • Beijing University of Posts and Telecommunications, State Key Laboratory of Information Photonics and Optical Communications, China


According to our database1, Min Zhang authored at least 97 papers between 2007 and 2024.

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Bibliography

2024
AlarmGPT: an intelligent alarm analyzer for optical networks using a generative pre-trained transformer.
J. Opt. Commun. Netw., June, 2024

Semi-supervised learning model synergistically utilizing labeled and unlabeled data for failure detection in optical networks.
J. Opt. Commun. Netw., May, 2024

Experimental Research on Digital Pre-Equalization With Digital Twin Technology in VLC-WDM Systems.
IEEE Commun. Mag., May, 2024

Blockchain for the digital twin-driven autonomous optical network.
J. Opt. Commun. Netw., March, 2024

Implementing Digital Twin in Field-Deployed Optical Networks: Uncertain Factors, Operational Guidance, and Field-Trial Demonstration.
IEEE Netw., January, 2024

Downlink Carrier Frequency Offset Estimation for OTFS-Based LEO Satellite Communication System.
IEEE Commun. Lett., January, 2024

When Large Language Models Meet Optical Networks: Paving the Way for Automation.
CoRR, 2024

Transnet: A High-accuracy Network Delay Prediction Model via Transformer and GNN in 6G.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

GPT-Enabled Digital Twin Assistant for Multi-task Cooperative Management in Autonomous Optical Network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Data Labeling Using Unsupervised Cascaded Pre-training with Fused Multi-port Data for Optical Failure Management.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Spatio-Temporal Failure Prediction Using LSTGM for Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Expertise-Embedded Machine Learning for Enhanced Failure Management of Optical Modules in OTN.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

2023
Building a digital twin for large-scale and dynamic C+L-band optical networks.
J. Opt. Commun. Netw., December, 2023

Covert fault detection with imbalanced data using an improved autoencoder for optical networks.
J. Opt. Commun. Netw., November, 2023

Deep Neural Network-enabled Fast and Large-Scale QoT Estimation for Dynamic C+L-Band Mesh Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Failure Data Augmentation for Optical Network Equipment Using Time-series Generative Adversarial Networks.
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.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Physics-Informed Neural Operator-based Full Wavefield Back-Propagation for Multi-span Optical Transmission.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Reliable and Low-complexity Multiple Performance Parameters Prediction for Optical Network Equipment.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

2022
Demonstration of Fiber-Optic Seismic Sensor With Improved Dynamic Response in Oilfield Application.
IEEE Trans. Instrum. Meas., 2022

Downhole Microseismic Monitoring Using FOSS and Its Field Test Comparison With Moving-Coil Geophone.
IEEE Trans. Geosci. Remote. Sens., 2022

Potential failure cause identification for optical networks using deep learning with an attention mechanism.
JOCN, 2022

Blockchain-Based Reliable Traceability System for Telecom Big Data Transactions.
IEEE Internet Things J., 2022

A dynamic handover scheme based on bidirectional VLC channel in multi-user attocell networks.
EURASIP J. Wirel. Commun. Netw., 2022

Applications of Physics-Informed Neural Network for Optical Fiber Communications.
IEEE Commun. Mag., 2022

A review of machine learning-based failure management in optical networks.
Sci. China Inf. Sci., 2022

Reinforcement Learning-Based Visible Light Positioning and Handover Scheme With Stereo-Camera.
IEEE Access, 2022

Digital Twin-Assisted Optical Power Allocation for Flexible and Customizable SNR Optimization.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

2021
Dynamic Programmable Optical Transceiver Configuration Based on Digital Twin.
IEEE Commun. Lett., 2021

Physics-informed Neural Network for Nonlinear Dynamics in Fiber Optics.
CoRR, 2021

The Role of Digital Twin in Optical Communication: Fault Management, Hardware Configuration, and Transmission Simulation.
IEEE Commun. Mag., 2021

Deep Reinforcement Learning-Based Adaptive Handover Mechanism for VLC in a Hybrid 6G Network Architecture.
IEEE Access, 2021

Design and Demonstration of a TDD-Based Central-Coordinated Resource-Reserved Multiple Access (CRMA) Scheme for Bidirectional VLC Networking.
IEEE Access, 2021

Attention Mechanism-Driven Potential Fault Cause Identification in Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Uncertainty Analysis for Failure Prediction in Optical Transport Network Using Bayesian Neural Network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Semi-supervised Anomaly Detection with Imbalanced Data for Failure Detection in Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Digital twin-enabled Power Optimizer for Multi-span Transmission System Using Autoencoder.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Solving the Nonlinear Schrödinger Equation in Optical Fibers Using Physics-informed Neural Network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Demonstration of AI-Assisted Intent-Based Traffic Grooming in 5G Optical Access Network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

99.999% Transmission Reliability based on MAC layer Feedback-repeat Scheme for LiFi Networking with B5G/6G.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Reinforcement Learning Adaptive Vertical Handover Scheme for Hybrid VLC-IR Networks in Ship Cabins.
Proceedings of the 17th International Symposium on Wireless Communication Systems, 2021

Modulation Format Recognition Based on CNN in Satellite Communication System.
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.
Proceedings of the European Conference on Optical Communication, 2021

2020
Temporal data-driven failure prognostics using BiGRU for optical networks.
JOCN, 2020

Artificial intelligence-driven autonomous optical networks: 3S architecture and key technologies.
Sci. China Inf. Sci., 2020

Joint Optimization of Latency and Deployment Cost Over TDM-PON Based MEC-Enabled Cloud Radio Access Networks.
IEEE Access, 2020

Downhole Microseismic Monitoring Using Time-Division Multiplexed Fiber-Optic Accelerometer Array.
IEEE Access, 2020

A Space-Air-Ground Integrated Network Assisted Maritime Communication Network Based on Mobile Edge Computing.
Proceedings of the 2020 IEEE World Congress on Services, 2020

Interpretable Learning Algorithm Based on XGBoost for Fault Prediction in Optical Network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Demonstration of AI-Assisted Energy-Efficient Traffic Aggregation in 5G Optical Access Network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Wavelength Controllable Forward Prediction and Inverse Design of Nanophotonic Devices Using Deep Learning.
Proceedings of the European Conference on Optical Communications, 2020

Design and Implementation of a Topology Discovery Mechanism for Bidirectional VLC Networking.
Proceedings of the 12th International Symposium on Communication Systems, 2020

Analyzing Interface Bonding Schemes for VLC with Mobility and Shadowing.
Proceedings of the 12th International Symposium on Communication Systems, 2020

2019
Hierarchical Edge Cloud Enabling Network Slicing for 5G Optical Fronthaul.
JOCN, 2019

Optical- and Electrical-Domain Compensation Techniques for Next-Generation Passive Optical Networks.
IEEE Commun. Mag., 2019

Machine Learning-Based Multifunctional Optical Spectrum Analysis Technique.
IEEE Access, 2019

Dealing With Alarms in Optical Networks Using an Intelligent System.
IEEE Access, 2019

Low-Latency Oriented Network Planning for MEC-Enabled WDM-PON Based Fiber-Wireless Access Networks.
IEEE Access, 2019

Adaptive Equalizer for PAM-4 Signal in Data Center Using Scalable XGBoost.
Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019

A Visible Light Positioning System with a Novel Positioning Algorithm and Two LEDs.
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.
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.
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.
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.
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.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

Adaptive Traffic Data Augmentation using Generative Adversarial Networks for Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

2018
Colorless-Light and Tunable-Light-Source Schemes for TWDM and WDM PONs.
IEEE Commun. Mag., 2018

Undersampled-Based Modulation Schemes for Optical Camera Communications.
IEEE Commun. Mag., 2018

Investigating the optimal SCL decoding algorithm for polar codes in ultraviolet communication.
Proceedings of the 11th International Symposium on Communication Systems, 2018

2017
Modulation format independent blind polarization demultiplexing algorithms for elastic optical networks.
Sci. China Inf. Sci., 2017

Demonstration of reconfigurable WDM multicast supporting content replication and protection switching for content delivery optical network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Convolutional Neural Network-Based Deep Learning for Intelligent OSNR Estimation on Eye Diagrams.
Proceedings of the European Conference on Optical Communication, 2017

2016
Experimental demonstration of software-defined optical network for heterogeneous packet and optical networks.
Photonic Netw. Commun., 2016

Virtual Network Provisioning Over Space Division Multiplexed Optical Networks Using Few-Mode Fibers.
JOCN, 2016

Design of K-Node (Edge) Content Connected Optical Data Center Networks.
IEEE Commun. Lett., 2016

Fiber optic perimeter detection based on human engineering.
Proceedings of the 25th Wireless and Optical Communication Conference, 2016

All-optical WDM multicast scheme for supporting emergency multicast communication in WDM optical access network based on FWM in SOA.
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.
Proceedings of the 2016 IEEE/CIC International Conference on Communications in China, 2016

SVM detection for superposed pulse amplitude modulation in visible light communications.
Proceedings of the 10th International Symposium on Communication Systems, 2016

Single carrier optical FDM in visible light communication.
Proceedings of the 10th International Symposium on Communication Systems, 2016

2015
Editorial for "SON and Automatic Configuration/Optimization in LTE-A Networks: Challenges and Practical Solutions".
Mob. Networks Appl., 2015

Multifunctional all-optical signal processing scheme for simultaneous multichannel WDM multicast and XOR logic gates based on FWM in QD-SOA.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2015

A DBA Algorithm Supporting Peer-to-Peer Communication in Multi-cluster WDM-OFDM-PON.
Proceedings of the Fuzzy System and Data Mining, 2015

Nonlinear decision boundary created by a machine learning-based classifier to mitigate nonlinear phase noise.
Proceedings of the European Conference on Optical Communication, 2015

2014
Design and Experiment of FBG-Based Icing Monitoring on Overhead Transmission Lines with an Improvement Trial for Windy Weather.
Sensors, 2014

Routing, modulation level and spectrum allocation with dynamic modulation level conversion in elastic optical networks.
Photonic Netw. Commun., 2014

Fragmentation assessment based on-line routing and spectrum allocation for intra-data-center networks with centralized control.
Opt. Switch. Netw., 2014

Enhancement of indoor VLC communication system with optical path design and FEC code.
Proceedings of the Sixth International Conference on Wireless Communications and Signal Processing, 2014

A PDE-based Adaptive Median Filter to process UV detection image generated by ICCD.
Proceedings of the International Conference on Audio, 2014

40-Gb/s downstream and 10-Gb/s upstream long-reach WDM-PON employing remotely pumped EDFA and self wavelength managed tunable transmitter.
Proceedings of the 9th International Conference on Communications and Networking in China, 2014

2013
DREAM: dual routing engine architecture in multilayer and multidomain optical networks.
IEEE Commun. Mag., 2013

Node handling capacity based spectrum fragmentation evaluation scheme in flexible grid optical networks.
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013

2012
A PCE-based dynamic backup-reservation wavelength assignment scheme for WSONs.
Photonic Netw. Commun., 2012

A post-processing channel estimation method for DCO-OFDM Visible Light Communication.
Proceedings of the 8th International Symposium on Communication Systems, 2012

A moving average filter based method of performance improvement for ultraviolet communication system.
Proceedings of the 8th International Symposium on Communication Systems, 2012

A novel CoS-enabled path selection algorithm with traffic grooming function for multi-layer optical networks.
Proceedings of the 7th International Conference on Communications and Networking in China, 2012

2007
Traffic shaping at the edge node in synchronous optical packet-switched networks.
Photonic Netw. Commun., 2007


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