董宏辉

2026

融合智能体与检索增强生成的新工科课程体系智能分析方法研究——以智能运输工程专业为例

《高教学刊》

2026

智能汽车信息物理系统知识图谱模块化设计

《汽车工程》

DOI

2026

基于CFSFDP-BP的车辆出行群体分类及识别方法

《吉林大学学报(工学版)》

2026

Spatiotemporal Carbon Emission Characteristics and Sustainable Reduction Strategies for Road Networks: A Simulation of Targeted Road-Segment Control and Vehicle Electrification

Sustainability

DOI

2026

Multi-scale modeling of electric vehicle fatal crash risk: uncovering spatial heterogeneity and infrastructure-land use coupling mechanisms.

Accident Analysis and Prevention

DOI

2026

A Method for Constructing Railway Transportation Knowledge Graphs Based on DeepSeek Model Fine-Tuning

Lecture notes in electrical engineering

DOI

2026

Knowledge Graph Construction for Intelligent Vehicle Cyber-Physical Systems Based on Large Language Models and LoRA

Lecture notes in electrical engineering

DOI

2025

轨迹数据驱动的职住地识别及出行活动特征分类方法

《华南理工大学学报(自然科学版)》

2025

TSGDiff: Traffic state generative diffusion model using multi-source information fusion

Transportation Research Part C: Emerging Technologies

DOI

2025

Traffic Flow Prediction Model Based on Transformer and Dynamic Graph Convolutional Networks

IET Intelligent Transport Systems

DOI

2025

Conditional Time Series Diffusion Model for High-Speed Train Multi-Sensor Signals Imputation

IEEE transactions on intelligent transportation systems (Print)

DOI

2025

SiamMTS: Self-Supervised Representation Learning for High-Speed Train Traction System State Prediction

IEEE Transactions on Instrumentation and Measurement

DOI

2025

Knowledge Representation and Reasoning Methods for Traffic Management at Road Intersections

Communications in computer and information science

DOI

2025

Traffic Subject Semantic Information Interaction Method

Communications in computer and information science

DOI

2024

基于超图卷积的跨交通方式客流联合预测模型

《华南理工大学学报(自然科学版)》

2024

Two-Stage Offloading for an Enhancing Distributed Vehicular Edge Computing and Networks: Model and Algorithm

IEEE transactions on intelligent transportation systems (Print)

DOI

2024

Travel Activity Characteristics Identification Based on Driving Trajectory Data

CICTP 2024

DOI

2024

Multi-scale Siamese Network for Few-Shot Fault Diagnosis of Bogie Component

Lecture notes in electrical engineering

DOI

2024

Traffic Operation Status Research Based on Multi-source Data Fusion

Lecture notes in electrical engineering

DOI

2023

Research on Intelligent Vehicle Traffic Scenes Mapping Algorithm Considering Dynamic Objects

2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)

DOI

2023

Online Deep Learning for High-Speed Train Traction Motor Temperature Prediction

IEEE Transactions on Transportation Electrification

DOI

2023

An Adaptive Multisensor Fault Diagnosis Method for High-Speed Train Bogie

IEEE Transactions on Intelligent Transportation Systems

DOI

2023

Segmentalized mRMR Features and Cost-Sensitive ELM With Fixed Inputs for Fault Diagnosis of High-Speed Railway Turnouts

IEEE Transactions on Intelligent Transportation Systems

DOI

2023

Bi-Level Implicit Semantic Data Augmentation for Vehicle Re-Identification

IEEE Transactions on Intelligent Transportation Systems

DOI

2022

GA-GRGAT: A novel deep learning model for high-speed train axle temperature long term forecasting

Expert Systems With Applications，Vol. 202

DOI

2022

An Innovative Adaptive Cruise Control Method Based on Mixed H₂/H∞ Out-of-Sequence Measurement Observer

IEEE transactions on intelligent transportation systems (Print)

DOI

2022

A Short-term Traffic Flow Forecasting Model Based on Spatial-temporal Attention Neural Network

IEEE International Conference on Intelligent Transportation Systems (ITSC)

DOI

2022

An Online Health Monitoring Framework for Traction Motors in High-Speed Trains Using Temperature Signals

IEEE Transactions on Industrial Informatics

DOI

2022

AttGGCN Model: A Novel Multi-Sensor Fault Diagnosis Method for High-Speed Train Bogie

IEEE Transactions on Intelligent Transportation Systems

DOI

2022

Research on Fault Prediction of High-Speed Train Auxiliary Power Supply System Based on LSTM

Lecture notes in electrical engineering

DOI

2022

An Online Prediction Method for Axle Temperature of High-Speed Train Based on RNN-EWC

Lecture notes in electrical engineering

DOI

2022

Data-Driven Ontology Construction Method for Railway Derailment Accidents

Lecture notes in electrical engineering

DOI

2021

GGC: Gray-granger causality method for sensor correlation network structure mining on high-speed train

Tsinghua Science & Technology

DOI

2021

Fault Diagnosis of Wheelset Bearings in High-Speed Trains Using Logarithmic Short-Time Fourier Transform and Modified Self-Calibrated Residual Network

IEEE Transactions on Industrial Informatics

DOI

2021

Multi-Step Spatial-Temporal Fusion Network for Traffic Flow Forecasting

DOI

2021

GCG: Graph Convolutional network and gated recurrent unit method for high-speed train axle temperature forecasting

Mechanical Systems and Signal Processing

DOI

2021

Hybrid Optimization Model for Multi-Hop Protocol of Linear Railway Disaster Wireless Monitoring Networks

IEEE Transactions on Intelligent Transportation Systems

DOI

2020

An Adaptive Multisensor Fault Diagnosis Method for High-Speed Train Traction Converters

IEEE Transactions on Power Electronics

DOI

2020

Fault Prediction Method of Railway Braking System Based on LSTM Neural Network

ASCE International Conference on Transportation and Development (ICTD)

DOI

2020

Research on Temperature Prediction for Axles of Rail Vehicle Based on LSTM

Lecture notes in electrical engineering

DOI

2020

Urban Rail Transit Passenger Flow Monitoring Method Based on Call Detail Record Data

Lecture notes in electrical engineering

DOI

2019

Two-Hierarchy Communication/Computation Hybrid Optimization Protocol for Railway Wireless Monitoring Systems

IEEE Transactions on Industrial Informatics

DOI

2019

Key links identification for urban road traffic network based on temporal-spatial distribution of traffic congestion

Modern Physics Letters B

DOI

2019

A refined dichotomy on returners and explorers in urban mobility pattern

International Journal of Modern Physics B

DOI

2019

Modeling and implement of mobile phone user location discrimination based on heuristic strategy

EURASIP Journal on Wireless Communications and Networking

DOI

2019

Research on Auxiliary Power Supply System of High-Speed Train Using Bayesian Network

CICTP 2019

DOI

2019

Travel Track Recognition Based on Natural Language Process

CICTP 2019

DOI

2019

Applying Big Data Analytics to Monitor Tourist Flow for the Scenic Area Operation Management

Discrete Dynamics in Nature and Society

DOI

2018

Adaptive Optimization of Multi-Hop Communication Protocol for Linear Wireless Monitoring Networks on High-Speed Railways

IEEE Transactions on Intelligent Transportation Systems

DOI

2018

Neural Adaptive Fault Tolerant Control for High Speed Trains Considering Actuation Notches and Antiskid Constraints

IEEE Transactions on Intelligent Transportation Systems

DOI

2018

WPD and DE/BBO-RBFNN for solution of rolling bearing fault diagnosis

Neurocomputing

DOI

2018

Lifetime Maximization by Optimizing the Computation/Communication Strategy for Railway Wireless Monitoring System

ASME/IEEE Joint Rail Conference (JRC)

DOI

2018

Spatial correlation analysis of urban traffic state under a perspective of community detection

International Journal of Modern Physics B

DOI

2018

Improved Robust Vehicle Detection and Identification Based on Single Magnetic Sensor

IEEE Access

DOI

2018

Two‐Layer Hierarchy Optimization Model for Communication Protocol in Railway Wireless Monitoring Networks

Wireless Communications and Mobile Computing

DOI

2018

A Multi-Service Train-to-Ground Bandwidth Allocation Strategy Based on Game Theory and Particle Swarm Optimization

IEEE Intelligent Transportation Systems Magazine

DOI

2018

Multi-hop Communication Protocol Optimization for the Linear Wireless Monitoring Network

Lecture notes in electrical engineering

DOI

2017

基于时空相关性的城市交通路网关键路段识别

《交通运输系统工程与信息》

2017

An Optimal Communications Protocol for Maximizing Lifetime of Railway Infrastructure Wireless Monitoring Network

IEEE Transactions on Industrial Informatics

DOI

2017

Lifetime Maximization Strategy for Wireless Sensor Network Using Cluster-Based Method

Lecture notes in electrical engineering

DOI

2017

Snow fluff detection and removal from video images

Proceedings of the Annual Conference of the IEEE Industrial Electronics Society

DOI

2017

Robust vehicle detection and identification with single magnetic sensor

IEEE International Conference on Intelligent Transportation Engineering (ICITE)

DOI

2017

Understanding structure of urban traffic network based on spatial-temporal correlation analysis

Modern Physics Letters B

DOI

2017

Travel trajectories analysis based on call detail record data

Chinese Control and Decision Conference (CCDC)

DOI

2017

Exploring traffic accident locations from natural language based on spatial information retrieval

Chinese Control and Decision Conference (CCDC)

DOI

2017

Travel distance characteristics analysis using call detail record data

Chinese Control and Decision Conference (CCDC)

DOI

2017

Real-time road traffic state prediction based on ARIMA and Kalman filter

Frontiers of Information Technology & Electronic Engineering

DOI

2017

On urban road traffic state evaluation index system and method

Modern Physics Letters B

DOI

2016

基于单个地磁传感器的交叉口排队长度估计

《吉林大学学报(工学版)》

2016

Parameter Calibration Method of Microscopic Traffic Flow Simulation Models based on Orthogonal Genetic Algorithm

Proceedings

DOI

2016

Space–time correlation analysis of traffic flow on road network

International Journal of Modern Physics B

DOI

2016

Traffic Safety Region Estimation Based on SFS–PCA–LSSVM: An Application to Highway Crash Risk Evaluation

International Journal of Software Engineering and Knowledge Engineering

DOI

2016

Doppler Shift Estimation for High-Speed Railway Scenario

IEEE Vehicular Technology Conference

DOI

2016

The research of performance test method of urban rail train safety detection sensor network

Chinese Control and Decision Conference (CCDC)

DOI

2016

Research of Adaptive Grid Index Map Matching

International Forum on Management, Education and Information Technology Application (IFMEITA)

DOI

2016

Analysis of Urban Road Traffic Network Based on Complex Network

Procedia Engineering

DOI

2016

Long-term forecasting oriented to urban expressway traffic situation

Advances in Mechanical Engineering

DOI

2016

Parking Survey Made Efficient in Intelligent Parking Systems

Procedia Engineering

DOI

2015

高速铁路基础设施检测传感器网络物理拓扑优化方法

《中国铁道科学》

2015

多源检测器的交通数据融合研究

《交通工程》

2015

面向城市道路的地磁传感器单节点车型分类

《吉林大学学报(工学版)》

2015

A method on the evaluation technology of high speed railway infrastructure safety state

DOI

2015

Traffic zone division based on big data from mobile phone base stations

Transportation Research Part C Emerging Technologies

DOI

2015

Fuzzy peak hour for urban road traffic network

Modern Physics Letters B

DOI

2015

A turnout close condition monitoring method based on magnetostrictive technology

DOI

2014

用于车辆分类的多传感器车型特征融合算法

《华南理工大学学报(自然科学版)》

2014

A new measure for evaluating spatially related properties of traffic information credibility

Journal of Central South University

DOI

2014

Road traffic states estimation algorithm based on matching of regional traffic attracters

Journal of Central South University

DOI

2014

A method of road traffic state acquisition based on wireless sensor networks

IEEE International Conference on Intelligent Transportation Systems (ITSC)

DOI

2014

Traffic semantic analysis based on mobile phone base station data

IEEE International Conference on Intelligent Transportation Systems (ITSC)

DOI

2014

Quantitatively analysis of train communication network based on multi-attribute utility function

IEEE International Conference on Intelligent Transportation Systems (ITSC)

DOI

2014

Design and application of public traffic transfer algorithm based on the logic network

World Congress on Intelligent Control and Automation

DOI

2014

Vehicle classification with single multi-functional magnetic sensor and optimal MNS-based CART

Measurement

DOI

2014

A vehicle re-identification algorithm based on multi-sensor correlation

Frontiers of Information Technology & Electronic Engineering

DOI

2014

Architectures for train condition monitoring network

DOI

2014

The discussion on large capacity rail traffic safety monitoring network

WIT transactions on information and communication technologies

DOI

2014

Highway Passenger Traffic Volume Prediction of Cubic Exponential Smoothing Model Based on Grey System Theory

Advances in intelligent systems research/Advances in Intelligent Systems Research

DOI

2014

The Bilevel Design Problem for Communication Networks on Trains: Model, Algorithm, and Verification

Mathematical Problems in Engineering

DOI

2014

Determination of key nodes in urban road traffic network

World Congress on Intelligent Control and Automation

DOI

2014

Study on unblocked reliability of Beijing, China, urban road network

Proceedings of the Institution of Civil Engineers - Transport

DOI

2013

城市道路网络可靠度及其敏感度研究

《中国公路学报》

2013

新测度下交通传感器布局的建模与优化

《华南理工大学学报(自然科学版)》

2013

基于压缩感知的道路交通参数修复方法研究

《交通运输系统工程与信息》

2013

一种适用于道路交通的传感器网络节点语义编码设计

《中南大学学报(自然科学版)》

2013

不同因素对交通传感器布局优化问题的影响模式

《北京工业大学学报》

2013

Design of Double Green Waves Scheme for Arterial Coordination Control

DOI

2013

Analysis of factors that influence the sensor location problem for freeway corridors

Journal of Advanced Transportation

DOI

2013

A Traffic State Estimation Method Based on the Road Traffic Information Templates

DOI

2012

基于道路负荷度的北京城市快速路交通状态评价

《物流技术》

2012

面向城市道路交通的传感器组网优化

《中南大学学报(自然科学版)》

2012

Traffic condition estimation with pre-selection space time model

Journal of Central South University

DOI

2012

Traffic impact analysis of urban construction projects based on traffic simulation

Chinese Control and Decision Conference (CCDC)

DOI

2012

The traffic information fusion method based on the multisource detectors

Chinese Control and Decision Conference (CCDC)

DOI

2012

Signal Timing Optimization for Intersections

International Conference on Electric Information and Control Engineering

DOI

2012

Virtual speed sensors based algorithm for expressway traffic state estimation

Science China Technological Sciences

DOI

2012

Optimized simulation on the intersection traffic control and organization based on combined application of simulation softwares

Chinese Control and Decision Conference (CCDC)

DOI

2012

Study on service level evaluation of Beijing urban expressway, China

Proceedings of the Institution of Civil Engineers - Transport

DOI

2011

基于高斯混合模型的铁路入侵物体目标识别方法

《中国铁道科学》

2011

基于道路连通度的路网可靠度分析方法

《交通运输工程与信息学报》

2011

基于道路检测器的交通信息空间特性分析

《北京工业大学学报》

2011

多模态的交通流量预测模型

《吉林大学学报(工学版)》

2011

Some practical vehicle speed estimation methods by a single traffic magnetic sensor

IEEE International Conference on Intelligent Transportation Systems (ITSC)

DOI

2011

Research on the Connectivity Reliability of Transport Networks

Journal of Transportation Engineering and Information

2010

基于主观感受的区域路网服务水平实验

《北京交通大学学报》

2010

北京市区域交通状态和服务水平评价系统的设计与实现

《交通工程》

2010

路网中关键路段识别的理论方法研究

《交通工程》

2010

基于智能视频分析的铁路入侵检测技术研究

《中国铁道科学》

2010

基于最大熵模型的城市快速路交通状态预测方法研究

《交通运输系统工程与信息》

2010

物流车辆路径选择中的交通状态预测方法研究

《物流技术》

2010

交通流数据的采集与数据故障的检验

《物流技术》

2010

城市道路宏观路网交通状态评价方法的研究

《物流技术》

2010

基于出租车GPS数据聚类分析的交通小区动态划分方法研究

《物流技术》

2010

Study on spacing optimization for traffic flow detector

IEEE International Conference on Intelligent Transportation Systems (ITSC)

DOI

2010

Urban expressway traffic state forecasting based on multimode maximum entropy model

Science China Technological Sciences

DOI

2010

Design and implementation of an architecture for sensor networks using in traffic state acquisition

2010

SN-UTIA: A sensor network for urban traffic information acquisition

IEEE Intelligent Vehicles Symposium

DOI

2010

Research on Traffic Condition Forecasting in Logistics Vehicle Routing Problem

Logistics Technology

2009

A Perceptual Experiment Analysis on Level of Service in the Road Traffic

First International Conference on Transportation Engineering

DOI

2009

Road Traffic Flow Prediction with a Time-Oriented ARIMA Model

DOI

2009

Road Traffic State Prediction with a Maximum Entropy Method

DOI

2009

An Experiment Study on Level of Service for the Regional Road Traffic

International Conference on Natural Computation (ICNC)

DOI

2009

Analysis and Evaluation of Connectivity Reliability for Dynamic Transportation Network

DOI

2022

A Unified Real-time Detection Framework Using Improved SORT for Typical Traffic Incidents

《2022世界交通运输大会(WTC2022)论文集（运输规划与交叉学科篇）》

DOI

2011

基于移动检测的城市道路交通流参数获取方法的研究

Applied Computing,Computer Science, and Computer Engineering（ACC 2011 V3）

2011

基于快速地图匹配技术的北京市道路交通通行速度实时获取方法的研究

Applied Computing,Computer Science, and Computer Engineering（ACC 2011 V3）

2010

一种面向交通状态获取传感器网络体系结构的设计与实现

《第二十九届中国控制会议论文集》

2020

Object Detection on Train Bogies Using Structured Light Scanning

Springer eBooks

DOI

2016

The Optimization Methods for Wireless Sensor Network Nodes Deployment Based on Hybrid Particle Swarm

Lecture notes in electrical engineering

DOI

2016

Research and Design for Train Sensor Network Train-to-Wayside Communication of Urban Rail Transit

Lecture notes in electrical engineering

DOI

2016

A Study on the Forecast Method of Urban Rail Transit

Lecture notes in electrical engineering

DOI

2014

The City Rail Safety Detection Sensor Network Platform Using Online Track Detection

Lecture notes in electrical engineering

DOI

2014

Design and Development of High-Speed Railway Infrastructure Detection Database

Lecture notes in electrical engineering

DOI

2014

Research on Construction of Urban Logistics Information Platform

Lecture notes in electrical engineering

DOI

2014

The Design and Development of High-Speed Railway Infrastructure Detection Data Access System

Lecture notes in electrical engineering

DOI

2014

Real-Time Evaluation Model of Urban Rail Train Communication Network

Lecture notes in electrical engineering

DOI

2014

Design of Urban Rail Vehicle Sensor Network Data Transmission Simulation System

Lecture notes in electrical engineering

DOI

2013

Real-Time Vehicle Classification Based on Frequency Domain Energy Spectrum

Lecture notes in electrical engineering

DOI