anticipation

Anticipation: predictive, forward-looking driving in which the driver uses current scene cues to forecast how the situation will unfold — where vehicles and vulnerable road users will move, what is likely to emerge, and what action will be needed next. The PREDICTION of not-yet-present events, distinct from hazard_perception (detecting a hazard that is already developing), mental_model_of_traffic (the stored expectations anticipation is built on rather than the live forecast), and gap_acceptance (a single timing decision rather than ongoing scene projection).

308 paper(s) · ranked by relevance to this topic

  1. Tactical driver behavior prediction and intent inference: A review · 2011 · Doshi, Anup et al. · indexed
  2. The Effects of Distraction on Anticipatory Driving · 2018 · He, Dengbo et al. · archived
  3. Great expectations: a predictive processing account of automobile driving · 2017 · Engström, Johan et al. · archived
  4. Modeling and Prediction of Human Driver Behavior: A Survey. · 2020 · Brown, Kyle et al. · archived
  5. Factors That Affect Drivers’ Perception of Closing and an Immediate Hazard · 2023 · Weaver, Bradley W. et al. · archived
  6. CH-LSTTM: A Taxonomy of Traffic Hazards · 2024 · Yan, Song et al. · archived
  7. Driver’s Anticipation and Memory Driving Car-Following Model · 2020 · Jafaripournimchahi, Ammar et al. · indexed
  8. Environmental Cues Involved in the Visual Anticipation of a Collision · 2000 · Catherine, Berthelon et al. · indexed
  9. ROAD ENVIRONMENT AND VISUAL ANTICIPATION OF A COLLISION DURING SELF-MOTION · 1999 · Berthelon, Catherine et al. · indexed
  10. A cognitive process approach to modeling gap acceptance in overtaking · 2023 · Mohammad, Samir H.A. et al. · archived
  11. Vehicle Control During Curve Driving · 1986 · Godthelp, Hans · indexed
  12. Toward a Theory of Visual Information Acquisition in Driving · 2022 · Wolfe, Benjamin et al. · indexed
  13. Modeling Effects of Forward Glance Durations on Latent Hazard Detection · 2017 · Park, Hyoshin et al. · indexed
  14. Driver Models for Both Human and Autonomous Vehicles · 2018 · Kurt, Arda et al. · archived
  15. What Can Be Predicted from Six Seconds of Driver Glances? · 2017 · Fridman, Lex et al. · archived
  16. New Measure of Inattentiveness to Forward Roadway · 2012 · Pollatsek, Alexander et al. · indexed
  17. A survey on motion prediction and risk assessment for intelligent vehicles · 2014 · Lefèvre, Stéphanie et al. · archived
  18. Driver expectancy in highway design and traffic operations · 1986 · Alexander, Gerson J. et al. · archived
  19. Hazard Anticipation of Novice and Experienced Drivers · 2007 · Garay-Vega, Lisandra et al. · indexed
  20. Probabilistic trajectory prediction with Gaussian mixture models · 2012 · Wiest, Jurgen et al. · indexed
  21. Communicating intent on the road through human-inspired control schemes · 2016 · Driggs-Campbell, Katherine et al. · archived
  22. Identifying Driver Interactions via Conditional Behavior Prediction · 2021 · Tolstaya, Ekaterina et al. · archived
  23. Driver’s Mental Model of Vehicle Automation · 2020 · Seppelt, Bobbie et al. · indexed
  24. The effect of cognitive tasks on predicting eventis in traffic · 2008 · Baumann, Michael R. et al. · indexed
  25. Modeling Driver Behavior as Sequential Risk-Taking Task · 2008 · Hamdar, Samer H. et al. · indexed
  26. Situation Awareness in Driving · 2020 · Endsley, Mica · indexed
  27. Towards a Driver Model: Preliminary Study of Lane Change Behavior · 2008 · Dogan, Ueruen et al. · indexed
  28. Decision-Theoretic Reasoning for Traffic Monitoring and Vehicle Control · 1995 · Wellman, Michael P. et al. · archived
  29. Investigation of Driver Adaptations in a Mixed Traffic Environment · 2024 · Kondyli, Alexandra et al. · archived
  30. Hazard Perception in Driving: A Systematic Literature Review · 2022 · Cao, Shi et al. · archived
  31. Toward an Integrated Model of Driver Behavior in Cognitive Architecture · 2001 · Salvucci, Dario D. et al. · indexed
  32. COVERT: Cognitive Internet of Vulnerable Road Users in Traffic · 2025 · Kamat, Vineet R. et al. · archived
  33. Improved driver modeling for human-in-the-loop vehicular control · 2015 · Driggs-Campbell, Katherine et al. · archived
  34. Monte Carlo road safety reasoning · 2005 · Broadhurst, A. et al. · indexed
  35. Delays, inaccuracies and anticipation in microscopic traffic models · 2005 · Treiber, Martin et al. · archived
  36. Wiggling through complex traffic: Planning trajectories constrained by predictions · 2016 · Schlechtriemen, Julian et al. · indexed
  37. Beyond the tangent point: Gaze targets in naturalistic driving · 2013 · Lappi, Otto et al. · indexed
  38. Scene-aware driver state understanding in car-following behaviors · 2017 · Xu, Donghao et al. · indexed
  39. Development of a statistical method for predicting human driver decisions. · 2015 · Tan, Yaoyan Vincent et al. · archived
  40. A Prediction of Time Series Driving Motion Scenarios Using LSTM and ESN · 2022 · Qazani, Mohammad Reza Chalak et al. · indexed
  41. AutoPreview: A Framework for Autopilot Behavior Understanding · 2021 · Shen, Yuan et al. · archived
  42. Prediction-Uncertainty-Aware Decision-Making for Autonomous Vehicles · 2022 · Tang, Xiaolin et al. · indexed
  43. A Bayesian framework for preventive assistance at road intersections · 2016 · Armand, Alexandre et al. · archived
  44. Control Theoretic Models of Human Drivers in Car Following · 1977 · Bekey, George A. et al. · indexed
  45. SITUATION AWARENESS: WHAT IT IS AND WHY IT MATTERS FOR ITS · 1999 · Harbluk, Joanne L. et al. · indexed
  46. Occupancy Flow Fields for Motion Forecasting in Autonomous Driving · 2022 · Mahjourian, Reza et al. · archived
  47. EXPERIENCE AND EXPERTISE IN HAZARD PERCEPTION · 1991 · McKenna, Frank et al. · indexed
  48. The Driving Safety Field Based on Driver–Vehicle–Road Interactions · 2015 · Wang, Jianqiang et al. · indexed
  49. 5. Probabilistic driver modeling · 2017 · Driggs-Campbell, Katherine et al. · indexed
  50. A review of prediction methods for moving target trajectories · 2021 · Wen, LIU et al. · indexed
  51. Online Model Predictive Motion Cueing With Real-Time Driver Prediction · 2021 · Lamprecht, Alexander et al. · indexed
  52. Situation Awareness for Driver-Centric Driving Style Adaptation · 2024 · Haselberger, Johann et al. · archived
  53. A hierarchical risk model for traffic participants · 1988 · Van Der Molen, H H et al. · indexed
  54. Inner models as a basis for traffic behaviour · 1993 · Keskinen, Esko et al. · indexed
  55. Computational Driver Model in Transport Engineering: COSMODRIVE · 1996 · Tattegrain-Veste, Hέlène et al. · indexed
  56. Modeling the decision-making in human driver overtaking · 2020 · Stefansson, Elis et al. · archived
  57. Graphical models for driver behavior recognition in a SmartCar · 2002 · Oliver, N. et al. · indexed
  58. Optical Information for Car Following: The Driving by Visual Angle (DVA) Model · 2007 · Andersen, George J. et al. · indexed
  59. Robust, Informative Human-in-the-Loop Predictions via Empirical Reachable Sets · 2018 · Driggs-Campbell, Katherine et al. · archived
  60. Looking-In and Looking-Out of a Vehicle: Computer-Vision-Based Enhanced Vehicle Safety · 2007 · Trivedi, Mohan Manubhai et al. · indexed
  61. Neural Learning of Predicting Driving Environment · 2008 · Murphey, Yi Lu et al. · indexed
  62. Driver Modeling and Lane Change Maneuver Prediction · 2010 · van Leeuwen, C.J. · indexed
  63. Neural substrates of driving behaviour · 2007 · Spiers, Hugo J. et al. · indexed
  64. Predictive trajectory guidance for (semi-)autonomous vehicles in public traffic · 2015 · Weiskircher, Thomas et al. · indexed
  65. Data-driven reachability analysis for human-in-the-loop systems · 2017 · Govindarajan, Vijay et al. · indexed
  66. Modeling driver behavior at roundabouts: Results from a field study · 2017 · Zhao, Mingyuan et al. · archived
  67. Road occupancy prediction of traffic participants · 2013 · Althoff, Matthias et al. · archived
  68. Safe Local Motion Planning with Self-Supervised Freespace Forecasting · 2021 · Hu, Peiyun et al. · indexed
  69. Combined road prediction and target tracking in collision avoidance · 2004 · Eidehall, A. et al. · archived
  70. Road Traffic Forecasting: Recent Advances and New Challenges · 2018 · Laña, Ibai et al. · archived
  71. Anchoring and Adjustment in Uncertain Spatial Trajectory Prediction · 2018 · Herdener, Nathan et al. · indexed
  72. A Computationally Efficient Model for Pedestrian Motion Prediction · 2018 · Batkovic, Ivo et al. · archived
  73. Vehicles Trajectory Prediction Using Recurrent VAE Network · 2022 · Miguel, Miguel Angel De et al. · archived
  74. Hierarchical Game-Theoretic Planning for Autonomous Vehicles · 2019 · Fisac, Jaime F. et al. · archived
  75. On-Road Safety Prompt Framework for Platoon · 2022 · Zhao, Nanbin et al. · indexed
  76. Multiple-Interval Freeway Traffic Flow Forecasting · 1996 · Smith, Brian L. et al. · indexed
  77. Hybrid Model-Based and Memory-Based Traffic Prediction System · 2004 · Alecsandru, Ciprian et al. · indexed
  78. Short Term Traffic Prediction Models · 2007 · Van Hinsbergen, C P et al. · indexed
  79. Does Explicit Expectation Really Affect Preparation? · 2012 · Umbach, Valentin J. et al. · archived
  80. Dynamic Predictor-based Extended Cooperative Adaptive Cruise Control · 2019 · Juárez, Luis et al. · indexed
  81. Simulation-Based Evaluation of Advanced Traveler Information Systems · 2005 · Balakrishna, Ramachandran et al. · indexed
  82. How developmental science contributes to theories of future thinking · 2007 · Atance, Cristina M. et al. · indexed
  83. The Role of Traffic Flow Preview for Planning Fuel Optimal Vehicle Velocity · 2010 · Asadi, Behrang et al. · indexed
  84. Real-Time Traffic Volatility Forecasting in Urban Arterial Networks · 2006 · Tsekeris, Theodore et al. · indexed
  85. A Robust Scenario MPC Approach for Uncertain Multi-Modal Obstacles · 2020 · Batkovic, Ivo et al. · indexed
  86. THE USE OF NEURAL NETWORKS TO RECOGNISE AND PREDICT TRAFFIC CONGESTION · 1993 · Dougherty, Mark et al. · indexed
  87. THE USE OF NEURAL NETWORKS TO RECOGNISE AND PREDICT TRAFFIC CONGESTION · 1993 · Dougherty, Mark et al. · indexed
  88. Generic Trajectory Planning Algorithm for Urban Autonomous Driving · 2021 · Duhautbout, Thibaud et al. · archived
  89. Dynamic range prediction for an electric vehicle · 2013 · Ferreira, João C. et al. · archived
  90. Hybrid Neuro-Fuzzy Application in Short-Term Freeway Traffic Volume Forecasting · 2002 · Park, Byungkyu “Brian” · indexed
  91. GMAN: A Graph Multi-Attention Network for Traffic Prediction · 2020 · Zheng, Chuanpan et al. · archived
  92. Safe Reinforcement Learning on Autonomous Vehicles · 2018 · Isele, David et al. · archived
  93. Coordinated look-ahead scheduling for real-time traffic signal control · 2012 · Xie, Xiao-Feng et al. · indexed
  94. Predictive energy management of hybrid vehicle · 2008 · Kermani, Saida et al. · indexed
  95. Travel-time prediction for urban arterial road: a case on China · 2002 · Jiang, Guiyan et al. · indexed
  96. ETA Prediction with Graph Neural Networks in Google Maps · 2021 · Derrow-Pinion, Austin et al. · archived
  97. People tracking with human motion predictions from social forces · 2010 · Luber, Matthias et al. · indexed
  98. Model predictive coordination of autonomous vehicles crossing intersections · 2013 · Makarem, Laleh et al. · indexed
  99. From Crowd Motion Prediction to Robot Navigation in Crowds · 2023 · Poddar, Sriyash et al. · archived
  100. Spatio-Temporal Graph Neural Network for Predicting Urban Traffic Flow · 2025 · Crowley, Oscar et al. · indexed
  101. Meta-Learning Approach for Traffic Prediction · 2025 · Carianni, Annarita et al. · indexed
  102. SG-LSTM: Social Group LSTM for Robot Navigation Through Dense Crowds · 2023 · Bhaskara, Rashmi et al. · archived
  103. Dynamic Channel: A Planning Framework for Crowd Navigation · 2019 · Cao, Chao et al. · archived
  104. Spatiotemporal Traffic Prediction Using Hierarchical Bayesian Modeling · 2021 · Alghamdi, Taghreed et al. · indexed