Methodological Resource
tool software
Software, simulation platforms, or analysis tools presented for reuse: driving simulator software, eye-tracking analysis pipelines, open-source toolkits, annotation tools, signal-processing libraries for driver data. The contribution is a usable tool, distinct from the measurement procedure it may implement (measurement_protocol).
1793 paper(s) · newest first · see also all information types
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Improvement of Driving Simulator Eye Tracking Software · 2019 · Davis, Brian et al. · archived
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Simulated Driving Assessment: Case Study for the Development of Drivelab, Extendable Matlab™ Toolbox for Data Reduction of Clinical Driving Simulator Data ↗ · 2014 · Loeb, Helen S. et al. · indexed
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DReye VR: Democratizing Virtual Reality Driving Simulation for Behavioural & Interaction Research ↗ · 2022 · Silvera, Gustavo et al. · indexed
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DReyeVR: Democratizing Virtual Reality Driving Simulation for Behavioural & Interaction Research · 2022 · Silvera, Gustavo et al. · archived
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Open Source Computer Vision Solution for Head and Gaze Tracking in a Driving Simulator Environment ↗ · 2015 · Caplow-Munro, Devin SJ et al. · indexed
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EyeSync - Real Time Integration of an Eye Tracker in a Driving Simulator Environment ↗ · 2016 · Loeb, Helen S. et al. · indexed
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Experimental Design for Human-in-the-Loop Driving Simulations · 2014 · Driggs-Campbell, Katherine et al. · archived
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An Integrated Open-Source Framework for Automated Analysis of Driver Activity, Glance, and Vehicle Automation Mode ↗ · 2026 · Sahoo, Praneet et al. · indexed
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Developing an Unreal Engine 4-Based Vehicle Driving Simulator Applicable in Driver Behavior Analysis—A Technical Perspective · 2021 · Michalík, David et al. · archived
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Driving Simulator Project · 2014 · Khaddar, Romesh et al. · archived
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Using Matlab-based Driving Simulator for Human Factor Assessment · 2019 · Jirgl, Miroslav et al. · archived
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Evaluation of Drivers’ Attention Level by a Driving Simulator ↗ · 2012 · Bartolozzi, Riccardo et al. · indexed
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Development of Support Systems, Instructional Modules, and a Case Study for the Enhanced Driving Simulator at the Gator Tech Smart House · 2017 · Srinivasan, Sivaramakrishnan et al. · archived
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Instrumented Vehicles and Driving Simulators · 2002 · Rizzo, M. et al. · archived
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JOAN: a framework for human-automated vehicle interaction experiments in a virtual reality driving simulator · 2023 · Beckers, Niek et al. · archived
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Deep InSight: A Driver-State Estimation Platform for Processing Naturalistic Driving Data · 2024 · Sharma, Anuj et al. · archived
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A Review of Driving Simulation Technology and Applications · 2020 · Bruck, Lucas et al. · archived
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A Simulator Dataset to Support the Study of Impaired Driving · 2025 · Gideon, John et al. · archived
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MIT Advanced Vehicle Technology Study: Large-Scale Naturalistic Driving Study of Driver Behavior and Interaction With Automation · 2019 · Fridman, Lex et al. · archived
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Eye Behaviors: How Driving Simulators can Expand their Role in Science and Engineering ↗ · 2011 · Fisher, Donald L. et al. · indexed
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Cooperative Driving Automation — Highway Driving Simulator Architecture: High-Level Architecture Design · 2025 · Stark, John et al. · archived
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The development of a driving simulator for driver’s response during obstacle avoidance task ↗ · 2024 · Ismail, Nursya Mimie Ayuny et al. · indexed
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Sensor-enabled Calibration of VR-Integrated Co-Simulation Platforms for Enhanced Accuracy in Multi-modal Mobility Models · 2024 · Ergan, Semiha et al. · archived
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Development of universal driving simulator with interactive traffic environment ↗ · 2005 · SUDA, Yoshihiro et al. · indexed
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A multimodal driver monitoring benchmark dataset for driver modeling in assisted driving automation · 2024 · Nobari, Khazar Dargahi et al. · archived
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Comparison of driver distraction evaluations across two simulator platforms and an instrumented vehicle · 2013 · Chrysler, ST et al. · archived
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A procedure for validating fixed-base driving simulators · 2013 · Losa, Massimo et al. · archived
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Distributed Moving Base Driving Simulators : Technology, Performance, and Requirements · 2019 · Andersson, Anders · archived
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Driving Simulation — Requirements, Mechanization and Application ↗ · 1980 · Allen, R. Wade et al. · indexed
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HumanFIRST Driving Simulation Educational Development · 2019 · Morris, Nichole L. et al. · archived
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A multimodal physiological dataset for driving behaviour analysis · 2024 · Tao, Xiaoming et al. · archived
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Using Naturalistic Data to Develop Simulator Scenarios · 2017 · Gaspar, John et al. · archived
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Improving Work Zone Safety: Integrating VR-CARLA Co-simulation and Eye Tracking for Behavior Analysis of Drivers around Work Zones · 2025 · Zhang, Shuo et al. · archived
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Driver Training for Shared Autonomy Systems Using Mixed Reality · 2025 · Mangharam, Rahul et al. · archived
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Development of a Linked Simulation Network to Evaluate Intelligent Transportation System Vehicle to Vehicle Solutions · 2012 · Sawyer, Ben D. et al. · archived
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Driving Simulator Based Interactive Experiments : Understanding Driver Behavior, Cognition and Technology Uptake under Information and Communication Technologies · 2018 · Agrawal, Shubham et al. · archived
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Feasibility assessment of the use of transit bus driving simulators : final report. · 2012 · Trombly, Jeffrey W. et al. · archived
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A study on traffic accidents involving pedestrians facing the backward by using driving simulator and near-miss incident database · 2017 · TSUTSUMI, Shigeyoshi et al. · archived
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An Ultra-Low-Cost Moving-Base Driving Simulator · 2001 · Sheridan, Thomas B. et al. · archived
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Analyzing Gaze Data During Rest Time/Driving Simulator Operation Using Machine Learning · 2022 · Fujikake, Kazuhiro et al. · archived
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A Systematic Review of Profiles of Speed and Lane Keeping for Driving Simulator Data · 2023 · Brown, Timothy et al. · archived
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The utility of the AusEd driving simulator in the clinical assessment of driver fatigue · 2007 · Desai, Anup V. et al. · archived
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Driving Simulator Validation for In-Vehicle Human Machine Interface Assessment ↗ · 2019 · McWilliams, Thomas et al. · indexed
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Automated Vehicle Driver Monitoring Dataset from Real-World Scenarios · 2024 · Sabry, Mohamed et al. · archived
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Assessment in Driving Simulators: Where We Are and Where We Go · 2009 · Kappé, Bart et al. · archived
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AutonoVi-Sim: Autonomous Vehicle Simulation Platform with Weather, Sensing, and Traffic Control ↗ · 2018 · Best, Andrew et al. · indexed
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Development of a Monitoring System for Driver Readiness in Prolonged Automated Driving · 2024 · Deb, Shuchisnigdha et al. · archived
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Review of Simulation Frameworks and Standards Related to Driving Scenarios · 2019 · Schnelle, Scott C. et al. · archived
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Making Driving Simulators More Useful for Behavioral Research: Simulator Characteristics Comparison and Model-Based Transformation, Summary Report · 2015 · Philips, Brian H. et al. · archived
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Driving Simulation Forward: Making Driving Simulators More Useful for Behavioral Research [fact sheet] · 2010 · NHTSA · archived
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Exploratory Advanced Research Program : Video Analytics Research Projects · 2015 · NHTSA · archived
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The Use of a Full-Scale Driving Simulator in Evaluating Driver Comprehension of Traffic Signals ↗ · 2002 · Michael A. Knodler, Jr. et al. · indexed
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Detecting Driver Distraction · 2018 · Eskenazi, Maxine et al. · archived
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What Researchers Need from Driving Simulator Systems: A Thematic Analysis of Expert Interviews ↗ · 2025 · Li, Stacey et al. · indexed
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Meeting Important Cuing Requirements with Modest, Real-Time, Interactive Driving Simulations ↗ · 1994 · Allen, R. Wade et al. · indexed
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Validity of Driving Simulator for Agent-Human Interaction · 2014 · Ba, Yutao et al. · archived
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Empirical Research for Mixed Traffic Research · 2025 · He, Dengbo et al. · archived
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Realtime Driving Simulation Using A Modular Modeling Methodology ↗ · 2000 · Romano, Richard · indexed
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PLANNING AND COORDINATION IN DRIVING SIMULATION · 2015 · Schaefer, Martin · archived
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Distributed Simulation to Support Driving Safety Research · 2017 · Schwarz, Chris et al. · archived
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Driver Training Research and Guidelines for Automated Vehicle Technology [supporting datasets] · 2018 · Manser, Michael P. et al. · archived
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Feasibility of New Simulation Technology to Train Novice Drivers · 1996 · Decina, L. E. (Larry E.) et al. · archived
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CARLOS: An Open, Modular, and Scalable Simulation Framework for the Development and Testing of Software for C-ITS · 2024 · Geller, Christian et al. · archived
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Argos: An Advanced In-Vehicle Data Recorder on a Massively Sensorized Vehicle for Car Driver Behavior Experimentation ↗ · 2010 · Perez, Antonio et al. · indexed
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Tracking risk-taking behind the wheel: Which indicator of risky driving is the most useful in driving simulator studies? A pilot study. · 2026 · Baran P et al. · archived
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CARLA Connect: A Connected Autonomous Vehicle (CAV) Driving Simulator ↗ · 2022 · Dokur, Omkar et al. · indexed
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Race-Car Instrumentation for Driving Behavior Studies ↗ · 2011 · Katzourakis, Diomidis et al. · indexed
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2C4-2 Validation of a driving simulator for driver distraction research on a two-lane highway · 2015 · Son, Joonwoo et al. · archived
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Carma Simulation: Enabling Cooperative Driving Automation Research · 2021 · NHTSA · archived
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LOW-COST PART TASK DRIVING SIMULATOR USING MICROCOMPUTER TECHNOLOGY ↗ · 1990 · Allen, R. Wade et al. · indexed
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Formative Evaluation of Engineering Designs Using Driver Performance in a Immersive Driving Simulator · 2007 · Kelly, Michael J et al. · archived
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Using Video Analytics to Automatically Annotate Driver Behavior and Context in Naturalistic Driving Data · 2024 · Sarkar, Abhijit et al. · archived
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Advanced Driver Fatigue Research · 2008 · NHTSA · archived
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Real-time monitoring of driver distraction: State-of-the-art and future insights · 2023 · Michelaraki, Eva et al. · archived
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Prediction Performance of Lane Changing Behaviors: A Study of Combining Environmental and Eye-Tracking Data in a Driving Simulator ↗ · 2019 · Deng, Qi et al. · indexed
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A dataset on the physiological state and behavior of drivers in conditionally automated driving ↗ · 2023 · Meteier, Quentin et al. · indexed
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Safety Through Agility: Using Mixed Reality to Tune Shared Autonomy Systems · 2024 · Loeb, Helen · archived
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Benefits and challenges of multi‐driver simulator studies ↗ · 2015 · Oeltze, Katharina et al. · indexed
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Functional near-infrared spectroscopy (fNIRS) and Eye tracking for Cognitive Load classification in a Driving Simulator Using Deep Learning · 2024 · Khan, Mehshan Ahmed et al. · archived
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Self-Driving Software Benchmark for Model-Based Development ↗ · 2022 · Onozawa, Takumi et al. · indexed
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TrafficNet: An open naturalistic driving scenario library · 2017 · Zhao, Ding et al. · archived
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A Review of Driver Gaze Estimation and Application in Gaze Behavior Understanding · 2023 · Sharma, Pavan Kumar et al. · archived
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Using Driver Simulators to Measure the Impact of Distracted Driving on Commercial Motor Vehicle Operators · 2015 · Tarr, Ronald W. et al. · archived
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Driving simulator for evaluating the effects of road geometric design on driver behavior · 2019 · Bobermin, Mariane Paula et al. · archived
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A Visual Comparison of a Single Scenario in Three Driving Simulators ↗ · 2012 · Balk, Stacy A. · indexed
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Modeling Drivers' Situational Awareness from Eye Gaze for Driving Assistance · 2024 · Biswas, Abhijat et al. · archived
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Multi-source enriched driving behavior models A driving simulator case study in Germany ↗ · 2025 · Al Haddad, Christelle et al. · indexed
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Identifying Deviations from Normal Driving Behavior · 2022 · Hananeh Alambeigi, H et al. · archived
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Development of a 6-DoF Driving Simulator with an Open-Source Architecture for Automated Driving Research and Standardized Testing ↗ · 2025 · Meiners, Martin et al. · indexed
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Leveraging Wearable Sensors in Virtual Reality Driving Simulators: A Review of Techniques and Applications ↗ · 2024 · Boboc, Răzvan Gabriel et al. · indexed
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A High Fidelity Driving Simulator as a Tool for Design and Evaluation of Highway Infrastructure Upgrades · 2007 · Kelly, Michael J. et al. · archived
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Development of a Vehicle Animation Tool Using Matlab Virtual Reality Toolbox ↗ · 2007 · Kumar, Mahesh Madurai et al. · indexed
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Using Driver State Detection in Automated Vehicles [supporting dataset] · 2019 · Gaspar, John et al. · archived
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Comparing drivers’ visual attention at Junctions in Real and Simulated Environments · 2019 · Robbins, Chloe J. et al. · archived
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Risk Awareness and Perception Training Using VR Headsets: The Validation of VR Headsets to Measure Hazard Anticipation Behaviors · 2019 · Fitzpatrick, Cole et al. · archived
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1A1-G05 Development of a Driving Simulator to Evaluate User Experience for Advanced Intelligent Vehicles · 2015 · KAMEZAKI, Mitsuhiro et al. · archived
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Interactive Simulation Program for Autonomous Vehicles · 2021 · POZNA, Claudiu Radu et al. · archived
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A Method to Assess the Effect of Vertical Dynamics on Driving Performance in Driving Simulators: A Behavioural Validation Study · 2019 · Parduzi, Arben et al. · archived
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Estimating cognitive load using remote eye tracking in a driving simulator ↗ · 2010 · Palinko, Oskar et al. · indexed
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LiveMetrics: Providing Individualized Feedback on Driving Performance ↗ · 2015 · Kandadai, Venk et al. · indexed
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Some On-Road Glances are More Equal Than Others: Measuring Engagement in the Driving Task ↗ · 2019 · Hoekstra-Atwood, Liberty et al. · indexed
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A validation study of a fixed‐based, medium fidelity driving simulator for human–machine interfaces visual distraction testing ↗ · 2023 · Large, David R. et al. · indexed
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Automated video feature extraction : workshop summary report October 10-11 2012. · 2012 · Morton, Tom · archived
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Commercial Motor Vehicle Simulation Technology to Improve Driver Training, Testing and Licensing Methods · 1996 · Carroll, Robert J. et al. · archived
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Using self-reported data to assess the validity of driving simulation data · 2006 · Reimer, Bryan et al. · archived
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Field and Simulator Evaluations of a PC-Based Attention Maintenance Training Program · 2011 · Thomas, F. Dennis et al. · archived
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Assessment of Driving Simulators for Use in Longitudinal Vehicle Dynamics Evaluation ↗ · 2022 · Sekar, Rubanraj et al. · indexed
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Assessment of the Use of a Driving Simulator for Traffic Engineering and Human Factors Studies · 2004 · Klee, Harold et al. · archived
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Visualization resources for Iowa State University and the Iowa DOT : an automated design model to simulator converter. · 2012 · Allen, Shawn et al. · archived
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Integration of Driving and Traffic Simulation: Issues and First Solutions ↗ · 2011 · Punzo, Vincenzo et al. · indexed
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Multi-Modal Vehicle Display Design and Analysis [Driving with Distractions] · 2004 · Cohen, J. et al. · archived
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Steering a Driving Simulator Using the Queueing Network-Model Human Processor (QN-MHP) · 2003 · Tsimhoni, Omer et al. · archived
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The Iowa Driving Simulator: An Implementation and Application Overview ↗ · 1995 · Freeman, J. S. et al. · indexed
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Validation of a Driving Simulation Facility for Instrument Panel Task Performance ↗ · 1990 · Kurokawa, Ko et al. · indexed
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Real-Time Multibody Analysis Environment for Driving Simulator ↗ · 2005 · Shiiba, Taichi et al. · indexed
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U34: driver distraction : an inattention-mitigation component for behavior-based safety programs in commercial vehicle operations (IM-BBS) final report. · 2011 · Victor, Trent et al. · archived
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Truck Driver Fatigue Assessment Using a Virtual Reality System · 2016 · Ali, Ayman et al. · archived
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A Simulation Environment for Analysis and Optimization of Driver Models · 2011 · Benderius, Ola et al. · archived
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A computational analysis of driving variations on distributed multiuser driving simulators ↗ · 2008 · Yasar, Ansar-Ul-Haque et al. · indexed
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A COMPREHENSIVE MICROSCOPIC AUTONOMOUS DRIVER MODEL FOR USE IN HIGH- FIDELITY DRIVING SIMULATION ENVIRONMENTS ↗ · 2001 · Papelis, Yiannis et al. · indexed
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A novel approach to set driving simulator experiments based on traffic crash data ↗ · 2020 · Bobermin, Mariane Paula et al. · indexed
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Preliminary Validation of Driving Simulator Based on Forward Speed ↗ · 1999 · Klee, Harold et al. · indexed
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Development and Assessment of a Driver Drowsiness Monitoring System · 2012 · NHTSA · archived
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Automated Generation of Virtual Scenarios in Driving Simulator From Highway Design Data · 2010 · Zhao, Xi et al. · archived
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Bus Driver Training Simulator Assessment · 1980 · Wright, Virginia et al. · archived
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Comparing Truck Driving Performance in a Simulator and Instrumented Vehicle · 2022 · Hanowski, Richard J. et al. · archived
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Effectiveness of a time to fixate for fitness to drive evaluation in neurological patients · 2023 · Miljković, Nadica et al. · archived
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Framework for development of driver adaptive warning and assistance systems that will be triggered by a driver inattention monitor ↗ · 2009 · Aytekin, Burcu et al. · indexed
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Third Generation Simulation Data (TGSIM): A Closer Look at The Impacts of Automated Driving Systems on Human Behavior · 2024 · Talebpour, Alireza et al. · archived
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Utilizing various data sources for surface transportation human factors research : workshop summary report, November 6-7, 2013 · 2014 · Romo, Alicia et al. · archived
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Driving Simulation for Energy Efficiency Studies: Analyzing Electric Vehicle Eco-Driving With EcoSimLab and the EcoDrivingTestPark ↗ · 2024 · Gödker, Markus et al. · indexed
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Towards a Common Understanding of Driving Simulator Validity · 2023 · Himmels, Chantal et al. · archived
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Classification of driving simulators validation: A case study using an immersive driving simulator ↗ · 2025 · Andriola, César et al. · indexed
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Virtual Reality Vehicle Simulator Phase 1 [supporting datasets] · 2022 · Lawlor, Orion et al. · archived
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Training Drivers to Automated Vehicles · 2023 · Mangharam, Rahul et al. · archived
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Proactive Evaluation of Traffic Signs Using a Traffic Sign Simulator · 2015 · De Ceunynck, Tim et al. · archived
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Summary of Projects Funded by the Federal Highway Administration for The National Surface Transportation Safety Center for Excellence from July 2006 to June 2014 · 2016 · Hankey, Jonathan M. et al. · archived
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Development of a personal computer-based secondary task procedure as a surrogate for a driving simulator · 2007 · Schrock, Steve (Steven Dale) · archived
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Vibe Coding in Practice: Building a Driving Simulator Without Expert Programming Skills · 2025 · Fortes-Ferreira, Margarida et al. · archived
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DriveSAM: Cognitive Perspective on Driving Maneuvers Based on Drivers’ Attention Using Eye Gaze Data · 2023 · Kwakye, Kelvin et al. · archived
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Comparison of Video-based Driver Gaze Region Estimation Techniques ↗ · 2022 · Yang, Tongxiao et al. · indexed
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Driving Simulators for Commercial Truck Drivers - Humans in the Loop · 2005 · Allen, Talleah et al. · archived
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EAR Program Research Results: Updated through 2016 · 2016 · NHTSA · archived
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Scenario Authoring for a Driving Simulator to Evaluate Driver Experience in Intelligent Autonomous Vehicles · 2015 · Manawadu, Udara et al. · archived
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Evaluating perception in driving simulation experiments · 2003 · Kemeny, Andras et al. · archived
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Validation of a driving simulator for research into human factors issues of automated vehicles · 2019 · Tomasevic, Nebojsa et al. · archived
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The Potential of Multiple Connected and Federated Simulators and Models for Highway Transportation Research · 2017 · Fisher, Donald et al. · archived
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Validation of the Vehicle in the Loop (VIL); A milestone for the simulation of driver assistance systems ↗ · 2007 · Bokc, Thomas et al. · indexed
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Driving Simulators for Occupational Therapy Screening, Assessment, and Intervention ↗ · 2014 · Classen, Sherrilene et al. · indexed
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The validity of driving simulation for assessing differences between in-vehicle informational interfaces: A comparison with field testing ↗ · 2010 · Wang, Ying et al. · indexed
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Improving Methods to Measure Attentiveness through Driver Monitoring · 2022 · Miller, Marty et al. · archived
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Development of a Simulation Test Bed for Connected Vehicles using the LSU Driving Simulator · 2018 · Osman, Osama A. et al. · archived
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Transfer of Skills Learned on a Driving Simulator to On-Road Driving Behavior · 2017 · Hirsch, Pierro et al. · archived
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Driving Behavioral Learning Leveraging Sensing Information from Innovation Hub · 2022 · Di, Xuan et al. · archived
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AV4EV - Open-Source Autonomous Vehicle Software for Open-Standard Electric Vehicle Platforms · 2024 · Mangharam, Rahul · archived
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Extensible Co-Simulation Framework for Supporting Cooperative Driving Automation Research ↗ · 2023 · Cui, Defu et al. · indexed
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Autonomous Driving Development Rapid Prototyping Using ROS and Simulink ↗ · 2019 · Alzu'bi, Hamzeh et al. · indexed
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Virtual Driving Simulation for Pedal Error Study · 2022 · Zulkifli, Aidisyahrul Hanif et al. · archived
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Driving Simulators Validation: The Issue of Transferability of Results Acquired on Simulator ↗ · 2005 · Espie, Stéphane et al. · indexed
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Driving Simulators Validation: The Issue of Transferability of Results Acquired on Simulator ↗ · 2005 · Espié, Stéphane et al. · indexed
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Validation of a Driving Simulator for Road Tunnel Behavioural Studies ↗ · 2023 · Lioi, Alessandra et al. · indexed
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An In-Vehicle Auditory Signal Evaluation Platform based on a Driving Simulator · 2023 · SAWA, Fuma et al. · archived
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Effects of Vehicle Simulation Visual Fidelity on Assessing Driver Performance and Behavior ↗ · 2019 · Merenda, Coleman et al. · indexed
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Attention-Based Deep Learning for Quantifying Simulator Sickness using Eye and Head Motion Data in the Genesis Simulator ↗ · 2025 · Hag, Ala Ahmed Yahya et al. · indexed
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Multi-agent traffic simulation for human-in-the-loop cooperative drive systems testing ↗ · 2014 · Vokrinek, Jiri et al. · indexed
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Re-Assessment of Driving Simulators for the Training, Testing and Licensing of Commercial Vehicle Drivers · 2001 · Pierowicz, John A et al. · archived
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Attention for Vision-Based Assistive and Automated Driving: A Review of Algorithms and Datasets · 2022 · Kotseruba, Iuliia et al. · archived
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A Simulation-Based Assessment Approach to Increase Safety Among Senior Drivers · 2013 · Hulme, Kevin F. et al. · archived
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Human Driver Performance Assessment based on HiLCPS Concept ↗ · 2022 · Jirgl, Miroslav et al. · indexed
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Design and Implementation of a Driver Drowsiness Detection System - A Practical Approach · 2014 · Čolić, Aleksandar et al. · archived
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Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques · 2024 · Furht, Borko · archived
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Tracking drivers’ minds: Continuous evaluation of mental load and cognitive processing in a realistic driving simulator scenario by means of the EEG ↗ · 2023 · Wascher, Edmund et al. · indexed
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A PC-Based Driving Simulator for Assessing Situation Awareness ↗ · 1997 · Gugerty, Leo et al. · indexed
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Teen Driver Support System Technology Transfer · 2019 · Davis, Brian · archived
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How to Use Driving Simulators Properly: Impacts of Human Sensory and Perceptual Capabilities on Visual Fidelity ↗ · 2018 · Zhao, Xi et al. · indexed
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Tuning the Federal Highway Administration's Driving Simulator Motion Base · 2018 · Wallick, Barry et al. · archived
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SACAT: An instrumented vehicle for driver assistance and safety · 2012 · Aliane, Nourdine et al. · archived
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Improving driving behavior by allowing drivers to browse their own recorded driving data ↗ · 2011 · Takeda, Kazuya et al. · indexed
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Validation of a computerized driving simulator test of cognitive abilities for fitness-to-drive assessments · 2024 · Gårdinger, Max Bremberg et al. · archived
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Face and Content Validity of an Automated Vehicle Road Course and a Corresponding Simulation Scenario · 2020 · Classen, Sherrilene et al. · archived
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Exploratory Advanced Research (EAR) Program: Compendium of Papers from Funded Research Projects · 2023 · NHTSA · archived
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Use of a Driving Simulator to Enhance Learning Experience of Undergraduates in Highway Design · 2020 · Cernusca, Dan et al. · archived
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Effectiveness of Driver Simulator as a Driving Education Tool · 2018 · Mohammed, Semira Omer et al. · archived
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Driving Behavior and Simulator Sickness While Driving the Vehicle in the Loop: Validation of Longitudinal Driving Behavior ↗ · 2013 · Karl, Ines et al. · indexed
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Driver Training Research and Guidelines for Automated Vehicle Technology · 2019 · Manser, Michael P. et al. · archived
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Validity of Driver Assistance Systems in Driving Simulators: A Comparative Study of Real-World Driving and Two Simulator Environments ↗ · 2025 · Himmels, Chantal et al. · indexed
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Eye Glance Analysis of the Surrogate Tests for Driver Distraction · 2015 · Hsieh, Li et al. · archived
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Measuring the Effects of Driver Distraction · 2008 · Young, Kristie et al. · archived
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A driving simulator investigation of road safety risk mitigation under reduced visibility : final report. · 2017 · Abdel-Aty, Mohamed Ahmed et al. · archived
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A framework for simulation of surrounding vehicles in driving simulators · 2008 · Olstam, Johan et al. · archived
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Feasibility of a Portable Data Acquisition System for Driver Performance Testing ↗ · 1996 · Carter, Richard J. et al. · indexed
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Visual Monitoring of Driver Inattention · 2008 · Bergasa, Luis M. et al. · archived
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Drivers’ Response to Scenarios when Driving Connected and Automated Vehicles Compared to Vehicles with and without Driver Assist Technology · 2022 · Gouribhatla, Raghuveer et al. · archived
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Technical report: Literature survey on driving simulator validation studies ↗ · 2006 · Hoskins, Andrew et al. · indexed
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Evaluation of PC-Based Novice Driver Risk Awareness · 2008 · Fisher, Donald L. · archived
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Recent Development and Applications of SUMO - Simulation of Urban MObility ↗ · 2012 · Krajzewicz, Daniel et al. · indexed
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The CAT Vehicle Testbed: A Simulator with Hardware in the Loop for Autonomous Vehicle Applications · 2018 · Bhadani, Rahul Kumar et al. · archived
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Learning eco-driving behaviour in a driving simulator: Contribution of instructional videos and interactive guidance system · 2017 · Beloufa, Sabrina et al. · archived
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Investigating and Developing Methods for Traditional Participant-based Data Collection with Remote Experimenters · 2023 · Miller, Marty · archived
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Potential for driver attention monitoring system development · 1984 · NHTSA · archived
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Using Eye-Tracking Data to Predict Situation Awareness in Real Time During Takeover Transitions in Conditionally Automated Driving ↗ · 2021 · Zhou, Feng et al. · indexed
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Test Your Self-Driving Algorithm: An Overview of Publicly Available Driving Datasets and Virtual Testing Environments · 2019 · Kang, Yue et al. · archived
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Evaluation of an Updated Version of the Risk Awareness and Perception Training Program for Young Drivers · 2017 · Thomas, F. Dennis et al. · archived
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Steering behavior model of drivers on driving simulator through visual information ↗ · 2016 · Suzaki, Tomohito et al. · indexed
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Exploratory Development of Algorithms for Determining Driver Attention Status · 2024 · Herbers, Eileen et al. · archived
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A Simulator-Based Evaluation of Two Hazard Anticipation Training Programs for Novice Drivers · 2020 · AAA Foundation for Traffic Safety · archived
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Characterizing Drivers' Peripheral Vision via the Functional Field of View for Intelligent Driving Assistance · 2023 · Biswas, Abhijat et al. · archived
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Use driving simulator to synthesize the related vehicle specific power (VSP) for emissions and fuel consumption estimations. · 2016 · Yu, Lei et al. · archived
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Recent Development and Applications of SUMO - Simulation of Urban MObility ↗ · 2012 · Krajzewicz, Daniel et al. · indexed
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Simulators, driver education and disadvantaged groups: A scoping review · 2019 · Bates, Lyndel et al. · archived
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Traffic and Driving Simulator Based on Architecture of Interactive Motion · 2015 · Paz, Alexander et al. · archived
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Gaze Fixation System for the Evaluation of Driver Distractions Induced by IVIS · 2012 · Gil-Jiménez, Pedro et al. · archived
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Naturalistic Study of Level 2 Driving Automation Functions · 2018 · Russell, Sheldon M. et al. · archived
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NADS AT THE UNIVERSITY OF IOWA: A TOOL FOR DRIVING SAFETY RESEARCH ↗ · 2001 · Papelis, Yiannis · indexed
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Driving Risk Analysis Based on Driving Experience at Hook-Turn Intersection Using the Emerging Virtual Reality Technology ↗ · 2022 · Oh, Taeho et al. · indexed
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Driving with Visual Field Loss: An Exploratory Simulation Study · 2009 · Lockhart, Julie et al. · archived
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Distraction Assessment Methods Based on Visual Behavior and Event Detection ↗ · 2008 · Victor, Trent et al. · indexed
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HARMONY: A Human-Centered Multimodal Driving Study in the Wild · 2021 · Tavakoli, Arash et al. · archived
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Driver Response to Phase Termination at Signalized Intersections at Signalized Intersections: Are Driving Simulator Results Valid? · 2013 · Swake, Joshua et al. · archived
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Driver Behaviors at Level Crossings from Fixed and Moving Driving Simulators · 2018 · Kim, Inhi et al. · archived
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Analysis of Visual Scanning Patterns Comparing Drivers of Simulated L2 and L0 Systems ↗ · 2019 · Hatfield, Nathan et al. · indexed
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Virtual Road Safety Audits: Recommended Procedures for Using Driving Simulation and Technology to Expand Existing Practices · 2018 · Noyce, David A. (David Alan), 1961- et al. · archived
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Design of Human-Machine Interface for Truck Platooning Using Driving Simulator · 2024 · Sugimachi, Toshiyuki · archived
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Beyond Basics: Can a Driving Simulator Reliably Reproduce Real Vehicle Dynamics? ↗ · 2023 · Fernandes, Beatriz et al. · indexed
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Use of High-Fidelity Simulation to Evaluate Driver Performance with Vehicle Automation Systems · 2009 · Brown, Timothy et al. · archived
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A Differential 2D Gaussian Ellipse-Based Eye Movement Analysis · 2025 · Zhang, Jiahao et al. · archived
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Using Microworlds to Design Intelligent Interfaces that Minimize Driver Distraction · 2001 · Kantowitz, Barry H · archived
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Attention Allocation in Gaze of Young, Middle-Aged and Elderly Drivers During Driving Simulations · 2025 · Poll, Anamarija et al. · archived
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Objective Driving Data in the LongROAD Study: An Overview of Changes to Data Collection Procedures from a Datalogger to a Travel App · 2021 · AAA Foundation for Traffic Safety · archived
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Driving Simulator Assessment of Fitness-to-Drive Following Traumatic Brain Injury · 2019 · McManus, Benjamin et al. · archived
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Safety Evaluation of Highway Alignment Based on Driving Simulator ↗ · 2014 · Yao, Qiming et al. · indexed
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Classification of Driver Cognitive Load: Exploring the Benefits of Fusing Eye-Tracking and Physiological Measures ↗ · 2022 · He, Dengbo et al. · indexed
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Evaluating Older Drivers’ Reaction to Forward Collision Warning (FCW) and Automated Emergency Braking (AEB) Under Conditions of Distraction Using a Driving Simulation · 2025 · Shirani, Niloufar et al. · archived
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Impact of Time-to-Collision Information on Driving Behavior in Connected Vehicle Environments Using A Driving Simulator Test Bed · 2015 · Osman, Osama A. et al. · archived
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Simulator Validity: Behaviors Observed on the Simulator and on the Road ↗ · 2011 · Mullen, Nadia et al. · indexed
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Computer Training Program Improves Teen Drivers’ Attention to the Road [Traffic Tech] · 2011 · NHTSA · archived
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Assessment of Driving Automation Interfaces via Visual Attention Measures: A Literature Review ↗ · 2021 · Kanaan, Dina et al. · indexed
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Opportunities and Limitations of a Gaze-Contingent Display to Simulate Visual Field Loss in Driving Simulator Studies ↗ · 2022 · Biebl, Bianca et al. · indexed
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Driver behavior in mixed and virtual reality – A comparative study · 2019 · Blissing, Björn et al. · archived
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A framework for context-aware driver status assessment systems · 2013 · Craye, Céline · archived
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How do Environmental Factors Affect Drivers' Gaze and Head Movements? · 2021 · Tavakoli, Arash et al. · archived
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Validation of Simulation Technology in the Training, Testing, and Licensing of Tractor-Trailer Drivers · 2000 · NHTSA · archived
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Connected and Automated Vehicle Based Intersection Maneuver Assist Systems (CAVIMAS) and Their Impact on Driver Behavior, Acceptance, and Safety · 2020 · Pradhan, Anuj K. et al. · archived
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Extended Evaluation of Training Programs To Accelerate Hazard Anticipation Skills in Novice Teens Drivers · 2021 · Plumert, Jodie M. et al. · archived
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An Eye-Fixation Related Electroencephalography Technique for Predicting Situation Awareness: Implications for Driver State Monitoring Systems ↗ · 2023 · Liang, Nade et al. · indexed
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An Experimental Study on Drivers’ Eye Movement Behavior When Using an Automated Lane Change System ↗ · 2025 · Guan, Muhua et al. · indexed
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Can Pupillometry be used to Detect Driver Hazard Awareness? ↗ · 2024 · Tamura, Kimimasa et al. · indexed
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Comparison of Two Eye-Gaze Based Real-Time Driver Distraction Detection Algorithms in a Small-Scale Field Operational Test · 2009 · Kircher, Katja et al. · archived
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Insights for the Future of Car Rental and Ridesharing: Driving Behavior Across Different Levels of Automation · 2025 · Meda, Pranav et al. · archived
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MEDIRL: Predicting the Visual Attention of Drivers via Maximum Entropy Deep Inverse Reinforcement Learning · 2021 · Baee, Sonia et al. · archived
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Transferability of Car-Following Models Between Driving Simulator and Field Traffic · 2017 · Papadimitriou, Stavros et al. · archived
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Evaluation of the human interaction with automated vehicles on highways · 2025 · Chand, Cadell et al. · archived
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Driving simulators to evaluate road geometric design effects on driver behaviour: A systematic review ↗ · 2021 · Bobermin, Mariane Paula et al. · indexed
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Owl and Lizard: Patterns of Head Pose and Eye Pose in Driver Gaze Classification · 2015 · Fridman, Lex et al. · archived
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Modeling Drivers' Risk Perception via Attention to Improve Driving Assistance · 2024 · Biswas, Abhijat et al. · archived
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Evaluation of the Effectiveness of a Gaze-Based Training Intervention on Latent Hazard Anticipation Skills for Young Drivers: A Driving Simulator Study · 2018 · Yamani, Yusuke et al. · archived
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Driving Simulator System to Evaluate Driver’s Workload Using ADAS in Different Driving Contexts ↗ · 2017 · Caruso, Giandomenico et al. · indexed
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Gap-Acceptance Behavior at Priority Intersection: Field Observations Versus Experiments with Driving Simulator ↗ · 2011 · Rossi, Riccardo et al. · indexed
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Improving Methods to Measure Attentiveness through Driver Monitoring · 2022 · NHTSA · archived
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AUDRIC2: A Modular and Highly Interconnected Automated Driving Framework Focus on Decision Making and Vehicle Control ↗ · 2021 · Lattarulo, Ray et al. · indexed
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Pilot evaluation of the short-term effect of driving simulation on novice adolescent drivers ↗ · 2013 · Ekeh, Akpofure Peter et al. · indexed
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Drowsiness Detection in Drivers: A Systematic Review of Deep Learning-Based Models · 2025 · Fonseca, Tiago et al. · archived
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Driver Gaze Tracking and Eyes Off the Road Detection System ↗ · 2015 · Vicente, Francisco et al. · indexed
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Assessing Driver Distraction From Unmanned Aerial Vehicles and Under‐Bridge Inspection Trucks: A Driving Simulator Study Using Eye Tracker and EEG ↗ · 2026 · Kusha, Zainab Afzali et al. · indexed
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Twelve Practical and Useful Questions About Driving Simulation ↗ · 2011 · Caird, Jeff K. et al. · indexed
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Gaze Supervision for Mitigating Causal Confusion in Driving Agents · 2024 · Biswas, Abhijat et al. · archived
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A Systematic Review on Driver Drowsiness Detection Using Eye Activity Measures ↗ · 2024 · Kolus, Ahmet · indexed
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Validation of a Driving Simulator Study on Driver Behavior at Passive Rail Level Crossings · 2018 · Larue, Grégoire S. et al. · archived
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Truck Platooning Early Deployment Assessment: Phase 2 Test and Evaluation Plan · 2022 · Lu, Xiao-Yun et al. · archived
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Toward More Realistic Driving Behavior Models for Autonomous Vehicles in Driving Simulators ↗ · 2003 · Al-Shihabi, Talal et al. · indexed
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Realtime Driver Drowsiness Detection Using Machine Learning ↗ · 2022 · Al Redhaei, Aneesa et al. · indexed
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Assessment of Driver Cognitive Load in Autonomous Driving Using Extended Reality Simulation ↗ · 2026 · Hatchett, Seth et al. · indexed
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Training Effectiveness: How Does Driving Simulator Fidelity Influence Driver Performance? ↗ · 2005 · Park, George D. et al. · indexed
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Coupling SUMO with a Motion Planning Framework for Automated Vehicles · 2019 · Klischat, Moritz et al. · archived
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Beyond Breathalyzers: Towards Pre-Driving Sobriety Testing with a Driver Monitoring Camera · 2025 · Stent, Simon et al. · archived
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Driver Visual Behavior in the Presence of Commercial Electronic Variable Message Signs (CEVMS) · 2012 · Perez, William A. et al. · archived
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The Influence of Unmanned Aerial Systems on Driving Performance · 2020 · NHTSA · archived
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A virtual-reality based integrated driving-traffic simulation system to study the impacts of intelligent transportation system (ITS) ↗ · 2004 · Jin, Ming et al. · indexed
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A Study of the Effects of Road Tunnel on Driver Behavior and Road Safety Using Driving Simulator ↗ · 2013 · Calvi, Alessandro et al. · indexed
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Driver impairment detection using decision tree based feature selection and classification ↗ · 2023 · Çetinkaya, Mert et al. · indexed
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Distributed Real-Time Traffic Simulation for Autonomous Vehicle Testing in Urban Environments ↗ · 2018 · Sippl, Christoph et al. · indexed
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Modeling and Recognition of Driving Behavior Based on Stochastic Switched ARX Model ↗ · 2007 · Sekizawa, S. et al. · indexed
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Research on the impact of driving environment complexity on driving safety based on Driver Sky View Index (DSVI). · 2026 · Quan, L et al. · archived
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Enhancing Vulnerable Road User Safety at Signalized Intersections Through Cooperative Perception and Driving Automation: Final Report · 2024 · Bayartsengel, Misheel et al. · archived
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2017 Forum on the Impact of Vehicle Technologies and Automation on Users: A Summary Report · 2018 · AAA Foundation for Traffic Safety · archived
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A link between attentional function, effective eye movements, and driving ability. ↗ · 2016 · Mackenzie, Andrew et al. · indexed
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A Simulator for Road Construction Equipment · 1998 · Betaille, David et al. · archived
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Mirage events & driver haptic steering alerts in a motion-base driving simulator: A method for selecting an optimal HMI ↗ · 2017 · Talamonti, Walter et al. · indexed
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Driving Behaviour Analysis Using Machine and Deep Learning Methods for Continuous Streams of Vehicular Data ↗ · 2021 · Peppes, Nikolaos et al. · indexed
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The concept of “presence” as a measure of ecological validity in driving simulators · 2015 · Deniaud, Christophe et al. · archived
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Driver steering model for closed-loop steering function analysis ↗ · 2014 · Bolia, Pratiksh et al. · indexed
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Economical Visual Attention Test for Elderly Drivers · 2020 · Onishi, Akinari · archived
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Training Novice Drivers to Shorten Distraction Time [Traffic Tech] · 2010 · NHTSA · archived
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Integration of driving simulator and traffic simulation to analyse behaviour at railway crossings ↗ · 2013 · Kim, Inhi et al. · indexed
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Detection of Discomfort in Autonomous Driving via Stochastic Approximation · 2022 · Kretzschmar, Florian et al. · archived
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Modeling the Visual and Motor Control of Steering With an Eye to Shared-Control Automation ↗ · 2011 · Mars, Franck et al. · indexed
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Car Drivers' Pattern of Eye Fixations on the Road and in the Laboratory ↗ · 1981 · Cohen, Amos S. · indexed
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MOBATSim: MOdel-Based Autonomous Traffic Simulation Framework for Fault-Error-Failure Chain Analysis ↗ · 2019 · Saraoglu, Mustafa et al. · indexed
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A smart driver monitoring system using android application and embedded system · 2015 · Alsibai, Mohammed Hayyan et al. · archived
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Behavior Analysis of Traffic Accidents with High Fidelity Driving Simulator · 2009 · Yang, Fan et al. · archived
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The Effect of Whole-Body Haptic Feedback on Driver’s Perception in Negotiating a Curve · 2018 · Pakdamanian, Erfan et al. · archived
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Increasing Following Headway in a Driving Simulator and Transfer to Real World Driving ↗ · 2020 · Arnold, Michelle L. et al. · indexed
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Influence of red-light violation warning systems on driver behavior – a driving simulator study ↗ · 2020 · Banerjee, Snehanshu et al. · indexed
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Driving Simulator Validation for Nighttime Construction Work Zone Devices · 2007 · McAvoy, Deborah S. et al. · archived
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Evaluation of Intelligent School Zone Beacon and Vehicle-Cyclist Detection and Warning System · 2020 · Jain, Eakta et al. · archived
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Use of Micro-Scenarios to Reduce the Effects of Simulator Sickness in Training Intervention Studies ↗ · 2016 · Schneider, Craig et al. · indexed
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AutoPreview: A Framework for Autopilot Behavior Understanding · 2021 · Shen, Yuan et al. · archived
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Design of Simulator Scenarios to Study Effectiveness of Electronic Stability Control Systems ↗ · 2006 · Watson, Ginger et al. · indexed
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Sensitivity of Physiological Measures of Acute Driver Stress: A Meta-Analytic Review · 2021 · Kerautret, Laora et al. · archived
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Analysis of drivers’ visual characteristics in expressway tunnels with different radii ↗ · 2019 · Pan, Binghong et al. · indexed
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In-Vehicle Drowsy Driving Detection and Alerting [Traffic Tech] · 2023 · Blenner, Jordan A · archived
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Statistical, Probability and Spectral Analysis of Test Driver Trajectories - 24 Hours Monitoring ↗ · 2016 · Havlíková, Marie et al. · indexed
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Impact of Advanced Driver Assistance Systems (ADAS) on Road Safety and Implications for Education, Licensing, Registration, and Enforcement · 2022 · Pradhan, Anuj K. et al. · archived
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Applications of brain imaging methods in driving behaviour research · 2021 · Haghani, Milad et al. · archived
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Driver Models for Both Human and Autonomous Vehicles · 2018 · Kurt, Arda et al. · archived
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A new Approach for an Adaptive Linear Quadratic Regulated Motion Cueing Algorithm for an 8 DoF Full Motion Driving Simulator ↗ · 2019 · Miunske, Tobias et al. · indexed
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Visual Scanning Training for Older Drivers: A Literature Review · 2018 · Lococo, Kathy H. et al. · archived
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Effects of Reading Text While Driving: A Driving Simulator Study · 2020 · Prevedouros, Panos D et al. · archived
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Ground-Vehicle Operator Training Using a Low-Cost Simulator · 2006 · Chase, Stephanie G. · archived
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Integrated Vehicle-Based Safety Systems Field Operational Test : Final Program Report · 2011 · Sayer, J. et al. · archived
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Data-Driven Controller for Drivers’ Steering-Wheel Operating Behaviour in Haptic Assistive Driving System ↗ · 2024 · Tientcheu, Simplice Igor Noubissie et al. · indexed
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A Novel Driver Warning System with Hedging to Promote Defensive Driving · 2024 · Yang, Di et al. · archived
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Evaluating effectiveness and acceptance of advanced driving assistance systems using field operational test · 2023 · Badweeti, Kasi Nayana et al. · archived
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A validation study comparing performance in a low-fidelity train-driving simulator with actual train driving performance · 2023 · Olsson, Niklas · archived
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A Gaze-Based Driver Distraction Warning System and Its Effect on Visual Behavior ↗ · 2013 · Ahlstrom, Christer et al. · indexed
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Evaluating the Effects of Connected Vehicle Weather and Work Zone Warnings on Truck Drivers’ Workload and Distraction using Eye Glance Behavior ↗ · 2020 · Raddaoui, Omar et al. · indexed
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Towards the Validation of a Driving Simulator-Based Hazard Response Test for Novice Drivers · 2015 · Hirsch, Pierro et al. · archived
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Portable System for Monitoring and Controlling Driver Behavior and the Use of a Mobile Phone While Driving ↗ · 2019 · Khandakar, Amith et al. · indexed
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ADVISOR 2.1: a user-friendly advanced powertrain simulation using a combined backward/forward approach ↗ · 1999 · Wipke, K. et al. · indexed
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Interactive PowerPoint Training to Improve Safety Driver Awareness while Operating a Transit Vehicle Equipped with Driving Automation Features · 2023 · King, Savana et al. · archived
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In-vehicle Sensing and Data Analysis for Older Drivers with Mild Cognitive Impairment · 2023 · Moshfeghi, Sonia et al. · archived
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The highD Dataset: A Drone Dataset of Naturalistic Vehicle Trajectories on German Highways for Validation of Highly Automated Driving Systems · 2018 · Krajewski, Robert et al. · archived
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On-Road Vehicle Trajectory Collection and Scene-Based Lane Change Analysis: Part I ↗ · 2017 · Zhao, Huijing et al. · indexed
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Driving Simulator Research on Safe Highway Design and Operation ↗ · 2011 · A. Richard A. Van Der Horst et al. · indexed
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Intelligent driver monitoring systems based on physiological sensor signals: A review ↗ · 2013 · Begum, Shahina · indexed
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AUTOMATED DRIVING SYSTEMS: COMPARISON OF TRAINING METHODS’ EFFECTIVENESS · 2024 · RODAK, Aleksandra et al. · archived
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Can Driving-Simulator Training Enhance Visual Attention, Cognition, and Physical Functioning in Older Adults? ↗ · 2018 · Haeger, Mathias et al. · indexed
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A Deep Reinforcement Learning Based Motion Cueing Algorithm for Vehicle Driving Simulation · 2024 · Scheidel, Hendrik et al. · archived
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Analysis of Traffic Signs Information Volume Affecting Driver’s Visual Characteristics and Driving Safety ↗ · 2022 · Han, Lei et al. · indexed
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ADVANCE safety evaluation · 2000 · Inman, V. et al. · archived
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Which factors lead to driving errors? A structural equation model analysis through a driving simulator experiment ↗ · 2019 · Papantoniou, Panagiotis et al. · indexed
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Advanced Vehicle Technology Simulation and Research Outreach to Stem Programs : Research Report Summary · 2017 · McDonald, Ashley B. et al. · archived
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Enhancing road safety: In-vehicle sensor analysis of cognitive impairment in older drivers · 2024 · Jan, Muhammad Tanveer et al. · archived
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Online Model Predictive Motion Cueing With Real-Time Driver Prediction ↗ · 2021 · Lamprecht, Alexander et al. · indexed
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A Comparative Study of Urban Road Traffic Simulators · 2016 · Saidallah, Mustapha et al. · archived
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Monitoring, managing, and motivating driver safety and well-being ↗ · 2011 · Coughlin, Joseph F. et al. · indexed
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Are Head-mounted Displays Really Not Suitable for Driving Simulation? A Comparison with a Screen-Based Simulator · 2023 · Himmels, Chantal et al. · archived
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Comparison of driving simulator performance with real driving after alcohol intake: A randomised, single blind, placebo-controlled, cross-over trial ↗ · 2013 · Helland, Arne et al. · indexed
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Protocol for Candrive II/Ozcandrive, a multicentre prospective older driver cohort study · 2013 · Marshall, Shawn et al. · archived
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Effect of Train-Driving Simulator Practice in the European Rail Traffic Management System: An Experimental Study · 2023 · Olsson, Niklas et al. · archived
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Forward Collision Warning Systems—Validating Driving Simulator Results with Field Data · 2023 · Banerjee, Snehanshu et al. · archived
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ECO-DRIVING MODELING ENVIRONMENT · 2015 · Elbassuoni, Sherief et al. · archived
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Assessing and Improving the Cognitive and Visual Driving Fitness of CDL Drivers · 2024 · Bhattacharya, Shelley B. et al. · archived
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Driver Behavior and Performance with In-Vehicle Display Based on Speed Compliance · 2019 · Knodler, Michael A. et al. · archived
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The effect of in‐vehicle agent embodiment on drivers' perceived usability and cognitive workload: Evidence from subjective reporting, ECG, and fNIRS ↗ · 2024 · Ren, Zenggen et al. · indexed
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Distraction in the Driving Simulator: An Event-Related Potential (ERP) Study with Young, Middle-Aged, and Older Drivers ↗ · 2021 · Karthaus, Melanie et al. · indexed
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Creating Pedestrian Crash Scenarios in a Driving Simulator Environment ↗ · 2015 · Chrysler, Susan T. et al. · indexed
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Cedar Avenue Driver Assist System Evaluation Report · 2011 · Pessaro, Brian et al. · archived
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Drive Right: Shaping Public’s Trust, Understanding, and Preference Towards Autonomous Vehicles Using a Virtual Reality Driving Simulator ↗ · 2023 · Qiao, Zhijie et al. · indexed
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Talking on the Phone While Driving: A Literature Review on Driving Simulator Studies ↗ · 2022 · Boboc, Răzvan Gabriel et al. · indexed
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A Review of Shared Control for Automated Vehicles: Theory and Applications · 2020 · Marcano, Mauricio et al. · archived
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Subjectively estimated vs. objectively measured adaptation to driving simulators – Effects of age, driving experience, and previous simulator adaptation · 2019 · Brandtner, Annika et al. · archived
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Can a Smartphone Application Be Used to Measure Practice Driving Behavior During the Learner Permit Period? A Step Toward Performance-Based Licensing ↗ · 2023 · Johnathon P. Ehsani, PhD et al. · indexed
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Using alcohol intoxication goggles (Fatal Vision® goggles) to detect alcohol related impairment in simulated driving ↗ · 2017 · McCartney, Danielle et al. · indexed
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Fast Lane - Exploring Human Behavior - Volume 21 · 2025 · NHTSA · archived
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2022 CDA Annual Report · 2024 · Balse, Animesh et al. · archived
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Saliency-Based Attention Shifting: A Framework for Improving Driver Situational Awareness of Out-of-Label Hazards · 2025 · Shleibik, Yousra et al. · archived
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Comparative Analysis of Random Utility Models and Fuzzy Logic Models for Representing Gap-Acceptance Behavior Using Data from Driving Simulator Experiments ↗ · 2012 · Rossi, Riccardo et al. · indexed
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Vision-based method for detecting driver drowsiness and distraction in driver monitoring system ↗ · 2011 · Jo, Jaeik · indexed
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Disengagement from driving when using automation during a 4-week field trial ↗ · 2021 · Reagan, Ian J. et al. · indexed
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Cadyts - a free calibration tool for dynamic traffic simulations ↗ · 2009 · Flötteröd, Gunnar · indexed
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Detecting Driver Drowsiness With Multi-Sensor Data Fusion Combined With Machine Learning · 2021 · Kulhandjian, Hovannes · archived
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Exploring the Benefits of a Simulator-Based Emergency Braking Exercise with Novice Teen Drivers ↗ · 2024 · Gangadharaiah, Rakesh et al. · indexed
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Driver Safety Development Real Time Driver Drowsiness Detection System Based on Convolutional Neural Network · 2020 · Hashemi, Maryam et al. · archived
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Older driver support system. · 2016 · Higgins, Laura L. et al. · archived
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Evaluation of Eyes Off Road During L2 Activation on Uncontrolled Access Roadways · 2024 · Anderson, Gabrial T et al. · archived
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A Cloud-Based Environment-Aware Driver Profiling Framework using Ensemble Supervised Learning ↗ · 2019 · Abdelrahman, Abdalla et al. · indexed
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GIS Mapping of Driving Behavior Based on Naturalistic Driving Data · 2019 · Balsa-Barreiro, José et al. · archived
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Generative Narrative-Driven Game Mechanics for Procedural Driving Simulators ↗ · 2025 · Rodrigues, Nelson et al. · indexed
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Enhancing Automated Vehicle Safety Through Testing with Realistic Driver Models · 2023 · Garcia, Alfredo et al. · archived
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A comparative assessment of subjective experience in simulator and on-road driving under normal and time pressure driving conditions ↗ · 2022 · Pawar, Nishant Mukund et al. · indexed
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Modular, Open Source Simulation Approach: Application to Design and Analyze Electric Vehicles ↗ · 2019 · Danquah, Benedikt et al. · indexed
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What Can Be Predicted from Six Seconds of Driver Glances? · 2017 · Fridman, Lex et al. · archived
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The Effect of Driving Environments on Simulator Sickness ↗ · 2007 · Mourant, Ronald R. et al. · indexed
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Snowplow simulator training evaluation · 2006 · Kihl, Mary · archived
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The influence of middle-aged male driver profile on driving performance and the effects of three perceptual countermeasures: A simulator study ↗ · 2023 · Bobermin, Mariane Paula et al. · indexed
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Enhancing Driver Distraction Recognition Using Generative Adversarial Networks ↗ · 2020 · Ou, Chaojie et al. · indexed
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Validity and Usability of a Safe Driving Behavior Measure for Older Adults · 2012 · Classen, Sherrilene et al. · archived
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Visual demand of curves and fog-limited sight distance and its relationship to brake response time. · 2006 · Cullinane, Brian et al. · archived
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Modeling and Prediction of Human Driver Behavior: A Survey. · 2020 · Brown, Kyle et al. · archived
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Unity based Urban Environment Simulation for Autonomous Vehicle Stereo Vision Evaluation ↗ · 2019 · Vukic, Matija et al. · indexed
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Realistic Artificial Datasets: Objective Evaluation of Data-Driven Safety Analysis Models · 2020 · NHTSA · archived
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Travtek Global Evaluation And Executive Summary · 1996 · NHTSA · archived
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Evaluating the Effectiveness of Visual and Auditory ADAS Alerts on Rural Roads Using a Driving Simulator · 2025 · Cruzado, Ivette et al. · archived
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Simulation-Based Validation for Autonomous Driving Systems · 2023 · Li, Changwen et al. · archived
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Quantifying Drowsy Driving [Traffic Safety Facts Research Note] · 2020 · NHTSA · archived
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Evolution of a full-windshield HUD designed for current VANET communication standards ↗ · 2013 · Charissis, Vassilis et al. · indexed
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Integration of ATIS and crash avoidance in-vehicle information : preliminary simulator study · 1999 · Bittner, A.C. et al. · archived
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Work Zone Safety: Behavioral Analysis with Integration of VR and Hardware in the Loop(HIL) · 2021 · Ergan, Semiha et al. · archived
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Calibration Framework for Simulation Tools to Manage Uncertain Future Conditions ↗ · 2020 · Hosseini, Moein et al. · indexed
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Detecting driver distraction using stimuli-response EEG analysis · 2019 · Bajwa, Garima et al. · archived
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Motion Sickness and Human Performance – Exploring the Impact of Driving Simulator User Trials · 2019 · Smyth, Joseph et al. · archived
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Visual and cognitive demands of using Apple's CarPlay, Google's Android Auto and five different OEM infotainment systems · 2018 · Strayer, DL et al. · archived
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Development of a Novice Driver Training Module to Accelerate Driver Perceptual Expertise · 2017 · AAA Foundation for Traffic Safety · archived
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How precision teaching can shape drivers’ lateral control over time · 2022 · Rossi, Riccardo et al. · archived
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Developing Analysis, Modeling, and Simulation Tools for Connected and Automated Vehicle Applications · 2021 · Huang, Zhitong et al. · archived
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Managing Big Data for Addressing Research Questions in a Collaborative Project on Automated Driving Impact Assessment · 2020 · Bellotti, Francesco et al. · archived
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Driver Activity Classification Using Generalizable Representations from Vision-Language Models · 2024 · Greer, Ross et al. · archived
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Field Evaluation of a Risk Awareness and Perception Training Program for Younger Drivers ↗ · 2006 · Pradhan, Anuj K. et al. · indexed
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An examination of driver performance under reduced visibility conditions when using an in-vehicle signing and information system (ISIS) · 1999 · Biever, Wayne J et al. · archived
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Camera-based drowsiness reference for driver state classification under real driving conditions ↗ · 2010 · Friedrichs, Fabian et al. · indexed
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A first look at vehicle data collection via smartphone sensors ↗ · 2015 · Reininger, Michael et al. · indexed
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Are we ready for autonomous driving? The KITTI vision benchmark suite ↗ · 2012 · Geiger, Andreas et al. · indexed
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Projection Displays Induce Less Simulator Sickness than Head-Mounted Displays in a Real Vehicle Driving Simulator ↗ · 2019 · Benz, Tobias et al. · indexed
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Comparison Platform Design for Neural Network Models Evaluation in Driver Monitoring Systems ↗ · 2021 · Kashevnik, Alexey et al. · indexed
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Effects of a PC-Based Attention Maintenance Training Program on Driver Behavior Can Last Up to Four Months: Simulator Study ↗ · 2016 · Divekar, Gautam et al. · indexed
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Estimation of Driver Reaction Time from Car-Following Data ↗ · 2006 · Ma, Xiaoliang et al. · indexed
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Analysis of Road-User Interaction by Extraction of Driver Behavior Features Using Deep Learning · 2020 · Bichicchi, Arianna et al. · archived
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Cognitive Abilities Related to Driving Performance in a Simulator and Crashing on the Road ↗ · 2005 · Anderson, Steven W et al. · indexed
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Factors influencing visual search in complex driving environments. · 2016 · Hunter, Michael P. et al. · archived
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High-fidelity learning-based motion cueing algorithm by bypassing worst-case scenario-based tuning technique · 2024 · Qazani, Mohammad Reza Chalak et al. · archived
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Evaluating the Effect of Google Glass on Driver Distraction · 2018 · Fisher, Donald L. et al. · archived
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Data collection with "UYANIK": too much pain; but gains are coming ↗ · 2007 · Abut, H. et al. · indexed
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Federal Highway Administration (FHWA) Driver Model Platform - Version 1.1 : [fact sheet] · 2017 · NHTSA · archived
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Driver's lane keeping ability with eyes off road: Insights from a naturalistic study ↗ · 2012 · Peng, Yiyun et al. · indexed
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Real-World Use of Automated Driving Systems and their Safety Consequences: A Naturalistic Driving Data Analysis · 2020 · Kim, Hyungil et al. · archived
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Impact of duration of monitoring before takeover request on takeover time with insights into eye tracking data ↗ · 2023 · Huang, Chao et al. · indexed
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Studying Person-Specific Pointing and Gaze Behavior for Multimodal Referencing of Outside Objects from a Moving Vehicle · 2020 · Gomaa, Amr et al. · archived
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Comparing the responses and visual behaviors of older and younger drivers in car-to-cyclist collisions using a driving simulator · 2025 · Zhao, Yuqing et al. · archived
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Driving simulator study for the effects of autonomous vehicles on drivers behaviour under car-following conditions · 2022 · Calvi, Alessandro et al. · archived
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Are Electrodermal Activity-Based Indicators of Driver Cognitive Distraction Robust to Varying Traffic Conditions and Adaptive Cruise Control Use? · 2025 · Halin, Anaïs et al. · archived
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A User-Centered Approach to Adapt the Human-Machine Cooperation Strategy in Autonomous Driving · 2021 · Coeugnet, Stéphanie et al. · archived
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Assessing the Impact of “Brain Training” on Changes in Driving Performance, Visual Behavior, and Neuropsychological Measures · 2013 · Dobres, Johnathon et al. · archived
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Building Reliable Sim Driving Agents by Scaling Self-Play · 2025 · Cornelisse, Daphne et al. · archived
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Using Image Processing in the Proposed Drowsiness Detection System Design ↗ · 2018 · POURSADEGHIYAN, Mohsen et al. · indexed
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Comparing VR and non-VR driving simulations: An experimental user study ↗ · 2017 · Weidner, Florian et al. · indexed
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Driver Coach Study: Using Real-time and Post Hoc Feedback to Improve Teen Driving Habits · 2017 · Klauer, Charlie et al. · archived
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Driver Behavior Modeling: Developments and Future Directions ↗ · 2016 · AbuAli, Najah et al. · indexed
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Lankershim Boulevard Dataset : [fact sheet] · 2007 · NHTSA · archived
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Advanced Driver Assistance Systems (ADAS): A Consideration of Driver Perceptions on Training, Usage & Implementation ↗ · 2017 · Abraham, Hillary et al. · indexed
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A Quantitative Method of Assessing the Hazard Perception of Drivers in Human-Machine Codriving Vehicles ↗ · 2024 · Feng, Zhongxiang et al. · indexed
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Bicyclist-evoked arousal and greater attention to bicyclists independently promote safer driving · 2021 · Kim, Andy Jeesu et al. · archived
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Risk evaluation for in-vehicle sign information. · 2016 · Schlicht, Erik J. et al. · archived
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Detection of Driver Cognitive Distraction Using Driver Performance Measures, Eye-Tracking Data and a D-FFNN Model ↗ · 2023 · Shajari, Arian et al. · indexed
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Effect of environmental and eye-tracking information: An Artificial Neural Network-based state machine approach for human driver intention recognition ↗ · 2022 · David, Ruth et al. · indexed
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Evaluating new treatments for improving driver performance on combined horizontal and crest vertical curves on two-lane rural roads: A driving simulator study · 2019 · Kazemzadehazad, Sanaz et al. · archived
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Classification of Human Driver Distraction Using 3D Convolutional Neural Networks ↗ · 2023 · Kwakye, Kelvin et al. · indexed
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Design and Implementation of a CANBus-Based Eco-Driving System for Public Transport Bus Services · 2020 · Evin, Egemen et al. · archived
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Driver Acceptance of Connected, Automation-Assisted Cruise Control : Experiment 1 · 2018 · Inman, Vaughan W. et al. · archived
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Automated Video Analysis: Analyzing Large Quantities of Transportation Research Data · 2015 · Cobb, Lincoln · archived
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Real-time driver drowsiness detection using transformer architectures: a novel deep learning approach · 2025 · Hassan, Osama F. et al. · archived
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Augmented Reality for Safer Pedestrian-Vehicle Interactions · 2018 · Noyce, David A. et al. · archived
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Driver Drowsiness Classification Using Fuzzy Wavelet-Packet-Based Feature-Extraction Algorithm · 2010 · Khushaba, R N et al. · archived
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A Full Driving Simulator of Urban Traffic including Traffic Accidents ↗ · 2007 · Mindán, Jesús Félez et al. · indexed
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Real-Time Machine Learning-Based Driver Drowsiness Detection Using Visual Features ↗ · 2023 · Albadawi, Yaman et al. · indexed
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The concept of "presence" used as a measure for ecological validity in driving simulators ↗ · 2014 · Deniaud, Christophe et al. · indexed
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Analysis of Advanced Driver-Assistance Systems in Police Vehicles · 2023 · Zahabi, Maryam et al. · archived
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Collaborative Research Framework for Automated Driving System Developers and Infrastructure Owners and Operators · 2021 · Eddy, Martha Morecock et al. · archived
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Automated Video Analysis - Analyzing Large Quantities Of Transportation Research Data · 2015 · NHTSA · archived
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Dynamic Attention as a Predictor of Driving Performance in Clinical Populations: Preliminary Results ↗ · 2011 · Bowers, Alex et al. · indexed
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Thermal imaging for the detection of driver impairment: evidence from a high-fidelity driving simulator study · 2026 · Göbel, Jan-Philipp et al. · archived
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Music as a countermeasure to fatigue: A driving simulator study · 2024 · Orsini, Federico et al. · archived
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Driver behaviors assisted by different human machine interfaces to avoid rear-end collisions during level 2 automated driving ↗ · 2023 · Yang, Bo et al. · indexed
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Driver Visual Behavior in the Presence of Commercial Electronic Variable Message Signs (CEVMS) · 2011 · Perez, William A. et al. · archived
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Behavior Measurement, Analysis, and Regime Classification in Car Following · 2007 · Ma, Xiaoliang et al. · archived
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Looking-In and Looking-Out of a Vehicle: Computer-Vision-Based Enhanced Vehicle Safety ↗ · 2007 · Trivedi, Mohan Manubhai et al. · indexed
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Snowplow Simulator Training Study · 2011 · O’Rourke, Thomas · archived
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The PREVENTION dataset: a novel benchmark for PREdiction of VEhicles iNTentIONs ↗ · 2019 · Izquierdo, R. et al. · indexed
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Using Subjective Rating Scale in Driving Simulator to Predict Real-World Stimulus-Response Relationships Concerning Nighttime Delineation for Curves ↗ · 2008 · Molino, John A. et al. · indexed
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A comprehensive safety analysis for gaze fixation of drivers to outside scene · 2022 · Sarkar, Abhijit · archived
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Development Methodologies for Safety Critical Machine Learning Applications in the Automotive Domain: A Survey ↗ · 2021 · Rabe, Martin et al. · indexed
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Cognitive Distraction Detection Using Gaze and Pupil with an Interpretable Approach · 2025 · Tamura, Kimimasa et al. · archived
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Incentivizing Safer Driving Using Peer-Pressure · 2018 · Pentland, Alex et al. · archived
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Simulator Measures and Identification of Older Drivers With Mild Cognitive Impairment ↗ · 2016 · Vardaki, Sophia et al. · indexed
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Pilot Study of Driver Use of a Camera-Based Visibility System Versus Mirrors · 2023 · Mazzae, Elizabeth N. et al. · archived
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A meta-analysis of simulator sickness as a function of simulator fidelity · 2022 · de Winkel, Ksander N. et al. · archived
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Effects of Cognitive Distraction and Driving Environment Complexity on Adaptive Cruise Control Use and Its Impact on Driving Performance: A Simulator Study · 2025 · Halin, Anaïs et al. · archived
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Driver monitoring systems (DMS): The future of impaired driving management? ↗ · 2021 · Hayley, Amie C. et al. · indexed
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Artificial Co-Drivers as a Universal Enabling Technology for Future Intelligent Vehicles and Transportation Systems · 2014 · Da Lio, Mauro et al. · archived
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Towards the Automotive HMI of the Future: Overview of the AIDE-Integrated Project Results ↗ · 2010 · Amditis, Angelos et al. · indexed
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Providing Evidence for the Validity of the Virtual Verification of Automated Driving Systems · 2024 · Neurohr, Birte et al. · archived
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Assessing Perceived Safety of Non Motorized Travel with Virtual Reality · 2025 · Balali, Vahid et al. · archived
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Method for the evaluation of distraction effects of head-up displays in vehicles using the example of smart glasses ↗ · 2023 · Wiedemann, Katharina et al. · indexed
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Experience and Skill Predict Failure to Brake Errors: Further Validation of the Simulated Driving Assessment ↗ · 2014 · Winston, Flaura et al. · indexed
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Identifying Modes of Intent from Driver Behaviors in Dynamic Environments · 2015 · Driggs-Campbell, Katherine et al. · archived
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How Do Automation Modes Influence the Frequency of Advanced Driver Distraction Warnings? A Simulator Study ↗ · 2023 · Koniakowsky, Ina Marie et al. · indexed
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Texting and Driving Recognition leveraging the Front Camera of Smartphones · 2023 · Montori, Federico et al. · archived
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Automatic Detection of Driver Fatigue Based on EEG Signals Using a Developed Deep Neural Network · 2022 · Sheykhivand, Sobhan et al. · archived
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Development of an Ecodriving Assistance Application for Nomadic Devices Performing Real-time and Post-trip Coaching for Road Vehicles ↗ · 2014 · Orfila, Olivier et al. · indexed
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Virtual Testing of Automated Driving Systems. A Survey on Validation Methods · 2022 · Dona, Riccardo et al. · archived
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Microscopic Traffic Simulation by Cooperative Multi-agent Deep Reinforcement Learning · 2019 · Bacchiani, Giulio et al. · archived
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Impact of Perceptual Speed Calming Curve Countermeasures on Drivers’ Anticipation and Mitigation Ability : A Driving Simulator Study · 2018 · Valluru, Krishna et al. · archived
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PandaSet: Advanced Sensor Suite Dataset for Autonomous Driving · 2021 · Xiao, Pengchuan et al. · archived
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Investigating comfort-oriented optimization of eco-driving cruising strategy: A driving simulator study · 2025 · Xue, Haoxiang et al. · archived
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A Literature Review of Performance Metrics of Automated Driving Systems for On-Road Vehicles · 2021 · Sharath, Mysore Narasimhamurthy et al. · archived
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Visual and Cognitive Demands of Using Apple CarPlay, Google’s Android Auto and Five Different OEM Infotainment Systems · 2018 · Esplin, J et al. · archived
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The evaluation of eye-catching effect in freeway tunnel entrance zone based on fixation behavior characteristics ↗ · 2023 · Han, Lei et al. · indexed
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Continuous Subjective Rating of Perceived Motion Incongruence During Driving Simulation ↗ · 2017 · Cleij, Diane et al. · indexed
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An investigation of the effects of reading and writing text-based messages while driving · 2011 · Cooper, JM et al. · archived
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Increasing Motion Fidelity in Driving Simulators Using a Fuzzy-Based Washout Filter ↗ · 2019 · Asadi, Houshyar et al. · indexed
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Evaluation of driver behavior to hydroplaning in the state of Florida using driving simulation. · 2012 · Villiers, Claude et al. · archived
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Deployment of a Preemption Based Motion Sickness Prevention Technology on a Testbed Vehicle in Mcity · 2023 · Awtar, Shorya · archived
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Advancing Cognitive Load Detection in Simulated Driving Scenarios Through Deep Learning and fNIRS Data · 2025 · Khan, Mehshan Ahmed et al. · archived
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COVERT: Cognitive Internet of Vulnerable Road Users in Traffic · 2025 · Kamat, Vineet R. et al. · archived
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Determining the Validity of Simulation Models for the Verification of Automated Driving Systems · 2023 · Neurohr, Birte et al. · archived
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Sensitivity of Simulated Capacity to Modification of VISSIM Driver Behavior Parameters ↗ · 2006 · Lownes, Nicholas et al. · indexed
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A New Approach to Detect Driver Distraction to Ensure Traffic Safety and Prevent Traffic Accidents: Image Processing and MCDM ↗ · 2024 · Alemdar, Kadir Diler et al. · indexed
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Evaluation of Driver Reaction to Disengagement of Advanced Driver Assistance System with Different Warning Systems While Driving Under Various Distractions ↗ · 2024 · Shirani, Niloufar et al. · indexed
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A driver-distraction-based lane-keeping assistance system · 2007 · Pohl, Jochen et al. · archived
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Investigation of Key Safety Measures for Pre and Post-Deployment of Connected and Automated Vehicles · 2025 · Kondyli, Alexandra et al. · archived
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Connected Vehicle Training Framework and Lessons Learned to Improve Safety of Highway Patrol Troopers ↗ · 2020 · Subedi, Biraj et al. · indexed
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Assessing Distraction Potential of Augmented Reality Head-Up Displays for Vehicle Drivers ↗ · 2022 · Kim, Hyungil et al. · indexed
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A very large eye tracking dataset of freeviewing and visual search ↗ · 2025 · Hoogerbrugge, Alex Jan et al. · indexed
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Analysis of Truck Driver Behavior to Design Different Lane Change Styles in Automated Driving · 2020 · Wang, Zheng et al. · archived
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Evaluation of the Impact of App-Based Feedback and Monetary Incentives on Teen Driver Safety · 2024 · Radlbeck, Joshua et al. · archived
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A Driving Simulator Study on Adaptive Cruise Control Failure ↗ · 2006 · Park, Jooho et al. · indexed
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Real‐time predictive eco‐driving assistance considering road geometry and long‐range radar measurements · 2021 · Fleming, James et al. · archived
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HybridFatigue: A Real-time Driver Drowsiness Detection using Hybrid Features and Transfer Learning · 2020 · Abbas, Qaisar · archived
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A Preliminary Investigation into the Design of Driver Evaluator Using a Physics-Assisted Machine Learning Technique ↗ · 2025 · Hou, Mingke et al. · indexed
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Driving Simulator Trajectory-Level Analysis of Truck Drivers’ Behavioral Alteration in Connected Vehicles Environment Under Fog with Complex Roadway Geometry ↗ · 2022 · Bakhshi, Arash Khoda et al. · indexed
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Comparing the Effect of Airflow Direction on Simulator Sickness and User Comfort in a High-Fidelity Driving Simulator · 2022 · Igoshina, Elizaveta et al. · archived
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Innovative countermeasures for red light running prevention at signalized intersections: A driving simulator study · 2020 · Hussain, Qinaat et al. · archived
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Quantification of the Impacts of Eco-driving Training and Real-time Feedback on Urban Buses Driver's Behaviour ↗ · 2014 · Rolim, Catarina et al. · indexed
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Vision-Based Traffic Sign Detection and Analysis for Intelligent Driver Assistance Systems: Perspectives and Survey · 2012 · Mogelmose, A. et al. · archived
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Electrogastrography in Autonomous Vehicles—An Objective Method for Assessment of Motion Sickness in Simulated Driving Environments ↗ · 2021 · Gruden, Timotej et al. · indexed
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Building Contextualized Trust Profiles in Conditionally Automated Driving · 2024 · Avetisyan, Lilit et al. · archived
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Rank2Tell: A Multimodal Driving Dataset for Joint Importance Ranking and Reasoning · 2024 · Sachdeva, Enna et al. · archived
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A Deep Neural Network for Real-Time Driver Drowsiness Detection · 2019 · Toan H., VU et al. · archived
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Design and Implementation of a CANBus-Based Eco-Driving System for Public Transport Bus Services · 2020 · Evin, Egemen et al. · archived
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Latent Hazard Anticipation in Young Drivers: Review and Meta-Analysis of Training Studies ↗ · 2018 · Unverricht, James et al. · indexed
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Modeling and adaptation of stochastic driver-behavior model with application to car following ↗ · 2011 · Angkititrakul, Pongtep et al. · indexed
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A Two-Stage Deep Contrastive and Ensemble Framework for Early Cognitive Impairment Recognition Using Vehicle Telematics ↗ · 2025 · Moshfeghi, Sonia et al. · indexed
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Evaluating Sustainability in Simulations of Automated and Connected Transport ↗ · 2024 · Dadashzadeh, Nima et al. · indexed
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(Safe) SMART Hands: Hand Activity Analysis and Distraction Alerts Using a Multi-Camera Framework · 2023 · Greer, Ross et al. · archived
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Integrating Transformative Technologies in Indiana’s Transportation Operations · 2023 · Walker, Jasmine et al. · archived
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Real-Time System for Driver Fatigue Detection Based on a Recurrent Neuronal Network ↗ · 2020 · Ed-Doughmi, Younes et al. · indexed
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Advancing Dynamic Hand Gesture Recognition in Driving Scenarios with Synthetic Data · 2023 · Gomaa, Amr et al. · archived
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Analysis of the Influence of Training Data on Road User Detection · 2018 · Guindel, Carlos et al. · archived
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Investigating the Effects of Pedestrian-to-Vehicle Human–Machine Interface Design Using Driving Simulator Experiment ↗ · 2022 · Abdel-Aty, Mohamed et al. · indexed
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Exploring the Effects of Vehicle Automation and Cooperative Messaging on Mixed Fleet Eco-Drive Interactions · 2024 · Sanchez, Robert et al. · archived
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The Potential for Autonomous Vehicle Technologies To Address Barriers to Driving for Individuals With Autism · 2020 · Rodier, Caroline · archived
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Prepositioning of a Land Vehicle Simulation-Based Motion Platform Using Fuzzy Logic and Neural Network ↗ · 2020 · Qazani, Mohammad Reza Chalak et al. · indexed
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External Human–Machine Interfaces of Autonomous Vehicles: Insights from Observations on the Behavior of Game Players Driving Conventional Cars in Mixed Traffic ↗ · 2024 · Lim, Dokshin et al. · indexed
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The impact of the following vehicles behaviors on the car following behaviors of the ego-vehicle · 2025 · Liu, Yang et al. · archived
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Adaptive Individual-Level Cognitive Driving Anomaly Detection Model Exclusively Using BSMs ↗ · 2023 · Wu, Di et al. · indexed
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Simulating Emergent Properties of Human Driving Behavior Using Multi-Agent Reward Augmented Imitation Learning · 2019 · Bhattacharyya, Raunak et al. · archived
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Accelerating the Adoption of Advanced Driver Assistance Systems (ADAS): “Tech-Celerate Now” Phase 1 · 2024 · Staples, Barbara et al. · archived
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The Push vs Pull of Information between Autonomous Cars and Human Drivers ↗ · 2014 · Mok, Brian et al. · indexed
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Operational Design Domain Feature Optimization Route Planning Tool for Automated Vehicle Open Road Testing ↗ · 2023 · Rodriguez Zarazua, Pedro et al. · indexed
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SynthoGestures: A Multi-Camera Framework for Generating Synthetic Dynamic Hand Gestures for Enhanced Vehicle Interaction · 2024 · Gomaa, Amr et al. · archived
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A Framework for Instantaneous Driver Drowsiness Detection Based on Improved HOG Features and Naïve Bayesian Classification ↗ · 2021 · Bakheet, Samy et al. · indexed
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Use of Naturalistic Driving Studies for Identification of Vehicle Dynamics · 2021 · Reicherts, Sebastian et al. · archived
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Driver fatigue transition prediction in highly automated driving using physiological features ↗ · 2020 · Du, Na et al. · indexed
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Artificial Intelligence Rationale for Autonomous Vehicle Agents Behaviour in Driving Simulation Environment · 2008 · Charissis, Vassilis et al. · archived
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Cooperative Perception with Deep Reinforcement Learning for Connected Vehicles · 2020 · Aoki, Shunsuke et al. · archived
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Research and development of electric vehicle data collection and calibration platform based on GPRS and INTERNET ↗ · 2008 · Ji-Hui, Zhuang et al. · indexed
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Safety of the Intended Functionality of Lane-Centering and Lane-Changing Maneuvers of a Generic Level 3 Highway Chauffeur System · 2020 · Becker, Christopher et al. · archived
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A driving simulator study to analyze the effects of portable changeable message signs on mean speeds of drivers · 2018 · Bham, Ghulam H. et al. · archived
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Exploration of Factors Impacting the Successful Adoption of External Vehicle Interfaces · 2019 · Reimer, Bryan · archived
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Advantages and Disadvantages of Driving Simulators: A Discussion ↗ · 2012 · de Winter, Joost et al. · indexed
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Monitoring Technologies for Truck Drivers: A Systematic Review of Safety and Driving Behavior · 2025 · Fonseca, Tiago et al. · archived
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Driver alertness monitoring system in the context of safety increasing and sustainable energy use · 2023 · Scurt, Florin Bogdan et al. · archived
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Real time distracted driver detection using Xception architecture and Raspberry Pi · 2024 · Narayanan, Uma et al. · archived
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How does short training on the use of in-car touchscreen influence driving performance? insights from a driving simulator study ↗ · 2026 · Hazoor, Abrar et al. · indexed
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Finding windows of opportunity: How drivers adapt to partial automation safeguards over time ↗ · 2025 · Mueller, Alexandra S. et al. · indexed
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An embedded intelligence engine for driver drowsiness detection ↗ · 2022 · Vadlamudi, Shirisha et al. · indexed
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Using Driving Simulator Environment to Determine Interactions Between User Behavior and Infrastructure Design Under Autonomous Vehicles ↗ · 2022 · Anne, Viswa Sri Rupa et al. · indexed
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Evaluation of forward collision warning systems on driver behavior and EEG in heavy fog conditions: Based on a driving simulator ↗ · 2022 · Liu, Ran et al. · indexed
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The influence of experienced severe road traffic accidents on take-over reactions and non-driving-related tasks in an automated driving simulator study ↗ · 2021 · Weigl, Klemens et al. · indexed
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It's Enactment Time!: High-fidelity Enactment Stage for Accessible Automated Driving System Technology Research ↗ · 2022 · Gluck, Aaron et al. · indexed
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Unsupervised driving performance assessment using free-positioned smartphones in vehicles ↗ · 2016 · Zheng, Yang et al. · indexed
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A Methodological Review on Prediction of Multi-Stage Hypovigilance Detection Systems Using Multimodal Features · 2021 · Abbas, Qaisar et al. · archived
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Optical pavement treatments and their impact on speed and lateral position at transition zones: A driving simulator study · 2021 · Hussain, Qinaat et al. · archived
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Examining Senior Drivers’ Attitudes Towards Advanced Driver Assistance Systems after Naturalistic Exposure · 2020 · Liang, Dan et al. · archived
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A Delay Compensation Framework Based on Eye-Movement for Teleoperated Ground Vehicles · 2024 · Zhang, Qiang et al. · archived
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Probability of Detection (POD)-based Metric for Evaluation of Classifiers Used in Driving Behavior Prediction · 2019 · Ameyaw, Daniel Adofo et al. · archived
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Maneuver-Based Driving Behavior Classification Based on Random Forest ↗ · 2019 · Xie, Jie et al. · indexed
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Trajectory Investigation for Enhanced Calibration of Microsimulation Models · 2021 · Hale, David K. et al. · archived
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Real time distracted driver detection using Xception architecture and Raspberry Pi ↗ · 2024 · Narayanan, Uma et al. · indexed
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Evaluating Driving Styles by Normalizing Driving Behavior Based on Personalized Driver Modeling ↗ · 2015 · Shi, Bin et al. · indexed
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An Active Inference Model of Car Following: Advantages and Applications · 2023 · Wei, Ran et al. · archived
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Heart Rate Variability-Based Driver Drowsiness Detection and Its Validation With EEG · 2018 · Fujiwara, Koichi et al. · archived
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Driving Behavior at Intersections Equipped with Red Light Cameras – A Monte Carlo Simulation Based on Driving Simulator Data · 2021 · Joris, Cornu et al. · archived
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A Progressive Review: Emerging Technologies for ADAS Driven Solutions ↗ · 2021 · Nidamanuri, Jaswanth et al. · indexed
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Feasibility of smart wearables for driver drowsiness detection and its potential among different age groups ↗ · 2020 · Kundinger, Thomas et al. · indexed
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Optimal Road Traffic Operations for an Increasingly Autonomous and Connected Vehicle Fleet · 2017 · Osorio, Carolina · archived
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Driver-Assistance System to Encourage Spontaneous Eco-Driving Behavior ↗ · 2011 · Hiraoka, Toshihiro et al. · indexed
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User Education in Automated Driving: Owner’s Manual and Interactive Tutorial Support Mental Model Formation and Human-Automation Interaction · 2019 · Forster, Yannick et al. · archived
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0-7033: Defining Operational Design Domains (ODDs) for the Safe Blending of Levels 0-4 Connected and Autonomous Vehicles (CAVs) in the Traffic Streams · 2023 · Chin, Kristie et al. · archived
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Express What I Think: The Impact of External Human-Machine Interfaces on the Performance of Lane Change Maneuvers · 2025 · Li, Ruolan et al. · archived
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Evaluation of Connected Vehicle Applications on Mahan Corridor, Phase I · 2021 · Moses, Ren · archived
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Unobtrusive vehicle motion prediction cues reduced simulator sickness during passive travel in a driving simulator ↗ · 2005 · Lin, James Jeng-Weei et al. · indexed
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Comparisons of Machine Learning Algorithms for Driving Behavior Recognition Using In-Vehicle CAN Bus Data ↗ · 2019 · Chen, Wenhui et al. · indexed
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The Role of Driver Rehabilitation in Extending the Driving Lifetimes and Enhancing the Mobility of Older Adults · 2013 · D'Ambrosio, Lisa · archived
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Are Vision LLMs Road-Ready? A Comprehensive Benchmark for Safety-Critical Driving Video Understanding · 2025 · Zeng, Tong et al. · archived
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The PennSTART Safety Standards Project: Current Safety Standards and Test Track Designs for Connected and Autonomous Vehicles · 2024 · Jiang, Elaine et al. · archived
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Analysis of Advanced Driver Assistance Systems in Police Vehicles: A Survey Study · 2021 · Wozniak, David et al. · archived
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A Framework for Evaluating Energy and Emissions of Connected and Automated Vehicles through Traffic Microsimulations [Paper] · 2017 · Eilbert, Andrew et al. · archived
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Examining the impact of driving style on the predictability and responsiveness of the driver: Real-world and simulator analysis ↗ · 2010 · Doshi, Anup et al. · indexed
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Use, Learning and Perceptions of In-Vehicle Technologies, and Vehicle Adaptations among Older Drivers: A LongROAD Study · 2017 · AAA Foundation for Traffic Safety · archived
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Multi Angle Vision System to Supplement Driver’s Visual Field ↗ · 2010 · Taniguchi, S. et al. · indexed
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In-vehicle fragrance administration as a countermeasure for driver fatigue · 2024 · Dahlman, Anna Sjörs et al. · archived
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Implementing an Urban Dynamic Traffic Model · 2019 · Bachechi, Chiara et al. · archived
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Driver-Assistance System to Encourage Spontaneous Eco-Driving Behavior ↗ · 2011 · Hiraoka, Toshihiro et al. · indexed
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Developing Analysis, Modeling, and Simulation Tools for Connected and Automated Vehicle Applications: A Case Study for I-66 in Virginia · 2021 · Ma, Jiaqi et al. · archived
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Paving the Way for Autonomous and Connected Vehicle Technologies in the Motor Carrier Industry · 2018 · Bernard Bracy, Jill M et al. · archived
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A Filter‐Based Motion Cueing Algorithm for a Redundant Driving Simulator ↗ · 2018 · Ellensohn, Felix et al. · indexed
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Impact of Different Infrastructures and Traffic Scenarios on Behavioral and Physiological Responses of E-scooter Users · 2024 · Heydarian, Arsalan · archived
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Automated Vehicle and Pavement Marking Evaluation in Connecticut · 2024 · Shaon, Mohammad Razuar et al. · archived
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Truck Platooning Early Deployment Assessment– Independent Evaluation: Performance Measures for Evaluating Truck Platooning Field Deployments · 2020 · Asare, Sampson et al. · archived
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From Urban Data to City‐Scale Models: A Review of Traffic Simulation Case Studies ↗ · 2025 · Bochenina, Klavdiya et al. · indexed
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Driver Behavior at Malfunctioning Crossing and Emergency Notification System Sign Awareness · 2021 · Young, Jared et al. · archived
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Benefits of Redundant Visual In-Vehicle Information in Pedestrian–Vehicle Conflict Scenarios ↗ · 2019 · Hoekstra-Atwood, Liberty et al. · indexed
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In-Vehicle Dynamic Curve-Speed Warnings at High-Risk Rural Curves · 2018 · Davis, Brian et al. · archived
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Driving behavior analytics: an intelligent system based on machine learning and data mining techniques ↗ · 2025 · Arabiat, Areen et al. · indexed
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Evaluation of existing smartphone applications and data needs for travel survey. · 2015 · Liu, Yue et al. · archived
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Manipulating music to communicate automation reliability in conditionally automated driving: A driving simulator study ↗ · 2021 · Chen, Kuan-Ting et al. · indexed
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Non-intrusive Drowsiness Detection Techniques and Their Application in Detecting Early Dementia in Older Drivers ↗ · 2022 · Jan, Muhammad Tanveer et al. · indexed
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1105 Ride Comfort Evaluation by Driving Simulator with Full Vehicle Model of Multibody Dynamics · 2001 · SHIIBA, Taichi et al. · archived
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Prediction of Vehicle Motion Signals for Motion Simulators Using Long Short-Term Memory Networks ↗ · 2022 · Alsanwy, Shehab et al. · indexed
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A Classification Method for Driver Trajectories during Curve-Negotiation ↗ · 2019 · Abbink, David A. · indexed
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Measuring Divided-Attention Capability of Young and Older Drivers ↗ · 2001 · Mourant, Ronald R. et al. · indexed