Latest Research in Traffic control and management

20 research papers · 2026 median publication year

Top Research Topics in Traffic control and management

Highest-Cited Papers

  1. SCAFFOLD-Enhanced Federated Edge Intelligence for Urban Traffic Signal Optimisation under Non-IID Mobility Conditions
  2. SCAFFOLD-Enhanced Federated Edge Intelligence for Urban Traffic Signal Optimisation under Non-IID Mobility Conditions
  3. SMHF: State-conditioned Mamba-hypernetwork framework for pedestrian volume estimation under observation sparsity
  4. The SkySentience conceptual framework for accountable drone decision support in public safety
  5. Cloud-Edge collaborative adaptive dual-graph spatio-temporal passenger flow forecasting model for smart high-speed railway services
  6. Dynamic-Weighted Model Predictive Control for Connected Automated Vehicles to Enhance Car-Following Safety on Foggy Freeways
  7. Teleoperation Operational Design Domain based on Minimal Risk Maneuver Capability
  8. Multimodal Disentangled Dynamic Fusion for Short-Term Multimodal Travel Demand Forecasting
  9. A Strictly Proper Scoring-Rule Theory for Calibrating Stochastic Car-Following Models
  10. A Sensor-Data-Driven Proactive Accident Detection and Traffic Prediction Method Based on Lane-Level Grid Partitioning and a Three-Dimensional Markov Model
  11. Integrated Pressure-Based Extensions with Trajectory-Aware Actuated Control: Enhancing Operations, Safety, and User Expectancy
  12. Recognition of Different Truck Platoon Configurations by Light-Vehicle Drivers in High Density Traffic Environment
  13. Development of a Micromobility Riding Evaluation Platform for an Indoor Riding Lane Based on Multi-View Overhead Video Integration
  14. Learning to Transfer Across Modes: Towards Unified Urban Mobility Forecasting
  15. Region-specific highway driving scenarios generation for accelerating automated driving systems validation: A large-language-model assisted framework
  16. Conservation Laws with Discontinuous Flux: A First Application to Traffic Flow
  17. Deep learning-based behavioral pattern extraction from transit station videos modeling structural gender differences using CNN and Vision Transformers
  18. A multi-class kinetic traffic flow model: discrete-velocity formulation and diffusively-corrected macroscopic limits
  19. Infrastructure-Scheduled In-Vehicle Auditory Signals for Manual Driving Coordination in V2I Mixed Traffic
  20. RSTGCN: Railway-centric Spatio-Temporal Graph Convolutional Network for Train Delay Prediction
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L3 Region - - 2026 Sep Q3

Traffic control and management

20 papers

Top Topics (10)

Traffic control and management4
Traffic Prediction and Management Techniques3
Vehicular Ad Hoc Networks (VANETs)2
UAV Applications and Optimization2
Machine Learning2
Robotics and Sensor-Based Localization1
Railway Systems and Energy Efficiency1
Systems and Control1
Methodology1
Autonomous Vehicle Technology and Safety1

Top Publications (20)

1.SCAFFOLD-Enhanced Federated Edge Intelligence for Urban Traffic Signal Optimisation under Non-IID Mobility Conditions2.SCAFFOLD-Enhanced Federated Edge Intelligence for Urban Traffic Signal Optimisation under Non-IID Mobility Conditions3.SMHF: State-conditioned Mamba-hypernetwork framework for pedestrian volume estimation under observation sparsity4.The SkySentience conceptual framework for accountable drone decision support in public safety5.Cloud-Edge collaborative adaptive dual-graph spatio-temporal passenger flow forecasting model for smart high-speed railway services6.Dynamic-Weighted Model Predictive Control for Connected Automated Vehicles to Enhance Car-Following Safety on Foggy Freeways7.Teleoperation Operational Design Domain based on Minimal Risk Maneuver Capability8.Multimodal Disentangled Dynamic Fusion for Short-Term Multimodal Travel Demand Forecasting9.A Strictly Proper Scoring-Rule Theory for Calibrating Stochastic Car-Following Models10.A Sensor-Data-Driven Proactive Accident Detection and Traffic Prediction Method Based on Lane-Level Grid Partitioning and a Three-Dimensional Markov Model11.Integrated Pressure-Based Extensions with Trajectory-Aware Actuated Control: Enhancing Operations, Safety, and User Expectancy12.Recognition of Different Truck Platoon Configurations by Light-Vehicle Drivers in High Density Traffic Environment13.Development of a Micromobility Riding Evaluation Platform for an Indoor Riding Lane Based on Multi-View Overhead Video Integration14.Learning to Transfer Across Modes: Towards Unified Urban Mobility Forecasting15.Region-specific highway driving scenarios generation for accelerating automated driving systems validation: A large-language-model assisted framework16.Conservation Laws with Discontinuous Flux: A First Application to Traffic Flow17.Deep learning-based behavioral pattern extraction from transit station videos modeling structural gender differences using CNN and Vision Transformers18.A multi-class kinetic traffic flow model: discrete-velocity formulation and diffusively-corrected macroscopic limits19.Infrastructure-Scheduled In-Vehicle Auditory Signals for Manual Driving Coordination in V2I Mixed Traffic20.RSTGCN: Railway-centric Spatio-Temporal Graph Convolutional Network for Train Delay Prediction
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