Latest Research in Traffic Prediction and Management Techniques

26 research papers · 2026 median publication year

Top Research Topics in Traffic Prediction and Management Techniques

Highest-Cited Papers

  1. Virtually coupled train set coordinated station stopping control based on contractive model predictive control
  2. Visual Compliance via Executable Safety Rule Entailment
  3. Quantifying Spectral Differences in Vehicle Kinematics Between Production Autonomous and Human-Driven Vehicles Across Driving Scenarios
  4. BeWater: Effective Protesters Navigate Watersheds in Street Networks
  5. A Hybrid Framework for Dynamic Route Guidance: Integrating GA-BiGRU-ATT Traffic Prediction with Enhanced Ant Colony Optimization
  6. Dynamics-preserving network reductions for ride-pooling paths
  7. Spatiotemporal analysis and visualization system design for moving objects based on trajectory data mining
  8. ETA Prediction in Last-Mile Logistics Under Domain Shift: From Zero-Shot Failure to Few-Shot Recovery
  9. RoboSense: Leveraging Robotaxi Fleets as Drive-by Sensors for Urban Traffic Monitoring
  10. Route Based Map Matching via a Structured Codebook and Token Sequence Decoding
  11. Research on Dynamic Optimization and Control Mechanism of Intelligent Photoelectric Lighting in Expressway Tunnel
  12. Integrating Traffic Noise Emission Modelling into Variable Speed Limit Control
  13. An Autonomous Guided Vehicle System for Smart Campus with Optimal Path Planning and Voice Interaction Using YOLO Network and LiDAR
  14. TRIM: Platform-Independent Framework for Speed Trajectory Refinement in Emission Modeling
  15. Open-Source Autonomous Driving System Analysis and Multi-Disciplinary Hardware-in-the-Loop Research Paradigm with Reinforcement-Learning Testing and Large Language Models
  16. iOSPointMapper: RealTime Pedestrian and Accessibility Mapping with Mobile AI
  17. Design and Implementation of a Low-Cost, Low-Power FPGA and RFID-Based Remote Vehicle Speed Detection System
  18. Scale-CDA: A Scalable Aftermarket Platform to Democratize Cooperative Driving Automation in Production Cars
  19. Predictive Road-State Modeling: An AI-Native Architecture for Dynamic Navigation
  20. Predictive Road-State Modeling: An AI-Native Architecture for Dynamic Navigation
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L3 Region - - 2026 Sep Q3

Traffic Prediction and Management Techniques

26 papers

Top Topics (10)

Traffic Prediction and Management Techniques5
Robotics3
Artificial Intelligence2
Railway Systems and Energy Efficiency1
Multiagent Systems1
Adaptation and Self-Organizing Systems1
Human Mobility and Location-Based Analysis1
Optimization and Control1
Impact of Light on Environment and Health1
Robotics and Sensor-Based Localization1

Top Publications (20)

1.Virtually coupled train set coordinated station stopping control based on contractive model predictive control2.Visual Compliance via Executable Safety Rule Entailment3.Quantifying Spectral Differences in Vehicle Kinematics Between Production Autonomous and Human-Driven Vehicles Across Driving Scenarios4.BeWater: Effective Protesters Navigate Watersheds in Street Networks5.A Hybrid Framework for Dynamic Route Guidance: Integrating GA-BiGRU-ATT Traffic Prediction with Enhanced Ant Colony Optimization6.Dynamics-preserving network reductions for ride-pooling paths7.Spatiotemporal analysis and visualization system design for moving objects based on trajectory data mining8.ETA Prediction in Last-Mile Logistics Under Domain Shift: From Zero-Shot Failure to Few-Shot Recovery9.RoboSense: Leveraging Robotaxi Fleets as Drive-by Sensors for Urban Traffic Monitoring10.Route Based Map Matching via a Structured Codebook and Token Sequence Decoding11.Research on Dynamic Optimization and Control Mechanism of Intelligent Photoelectric Lighting in Expressway Tunnel12.Integrating Traffic Noise Emission Modelling into Variable Speed Limit Control13.An Autonomous Guided Vehicle System for Smart Campus with Optimal Path Planning and Voice Interaction Using YOLO Network and LiDAR14.TRIM: Platform-Independent Framework for Speed Trajectory Refinement in Emission Modeling15.Open-Source Autonomous Driving System Analysis and Multi-Disciplinary Hardware-in-the-Loop Research Paradigm with Reinforcement-Learning Testing and Large Language Models16.iOSPointMapper: RealTime Pedestrian and Accessibility Mapping with Mobile AI17.Design and Implementation of a Low-Cost, Low-Power FPGA and RFID-Based Remote Vehicle Speed Detection System18.Scale-CDA: A Scalable Aftermarket Platform to Democratize Cooperative Driving Automation in Production Cars19.Predictive Road-State Modeling: An AI-Native Architecture for Dynamic Navigation20.Predictive Road-State Modeling: An AI-Native Architecture for Dynamic Navigation
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