driverless ads
SAE Level 4/5 driverless automated driving systems: fully automated vehicles operating with no human driver responsible for the dynamic task — robotaxis, driverless shuttles, autonomous delivery vehicles, empty-vehicle operation. No driver supervision or takeover exists — unlike l2_supervised (continuous human supervision) and l3_conditional (on-request human fallback).
Relevant standards
- GB/T 40429-2021 — Taxonomy of driving automation for vehicles
- ISO 22737:2021 — Intelligent transport systems — Low-speed automated driving (LSAD) systems for predefined routes — Performance requirements, system requirements and performance test procedures
- ISO 23793-1:2024 — Intelligent transport systems — Minimal risk manoeuvre (MRM) for automated driving — Part 1: Framework, straight-stop and in-lane stop
- ISO 34501:2022 — Road vehicles — Test scenarios for automated driving systems — Vocabulary
- ISO 34502:2022 — Road vehicles — Test scenarios for automated driving systems — Scenario based safety evaluation framework
- ISO 34503:2023 — Road vehicles — Test scenarios for automated driving systems — Specification for operational design domain
- ISO 34504:2024 — Road vehicles — Test scenarios for automated driving systems — Scenario categorization
- ISO 34505:2025 — Road vehicles — Test scenarios for automated driving systems — Scenario evaluation and test case generation
- ISO 39003:2023 — Road traffic safety (RTS) — Guidance on ethical considerations relating to safety for autonomous vehicles
- ISO/DIS 23792-2 — Intelligent transport systems — Motorway chauffeur systems (MCS) — Part 2: Requirements and test procedures for discretionary lane change
- ISO/TR 23049:2018 — Road vehicles — Ergonomic aspects of external visual communication from automated vehicles to other road users
- SAE J3016 — Taxonomy and Definitions for Terms Related to Driving Automation Systems for On-Road Motor Vehicles
- SAE J3018 — Safety-Relevant Guidance for On-Road Testing of Prototype Automated Driving System (ADS)-Operated Vehicles
- SAE J3131 — Definitions for Terms Related to Automated Driving Systems Reference Architecture
- SAE J3134 — Automated Driving System (ADS) Marker Lamp
- SAE J3197 — Automated Driving System Data Logger
- SAE J3206 — Taxonomy and Definition of Safety Principles for Automated Driving System (ADS)
- SAE J3259 — Taxonomy and Definitions for Operational Design Domain (ODD) for Driving Automation Systems
Also in Vehicle Automation & ADAS
Related elsewhere in the corpus
Topics that co-occur with this one far more than chance predicts — these sit in other categories, so the hierarchy would not have shown them to you.
Narrow by how the study was done
Counts are papers in this topic that declare the facet — these facets are sparsely declared, so a small number means few papers said, not few papers did. All facets.
Method
527 of 1136 declare it
Instruments & Measures
45 of 1136 declare it
Automation level
538 of 1136 declare it
- mixed levels232
- l4 high automation223
- not applicable164
- l3 conditional117
Dataset
39 of 1136 declare it
1136 paper(s) · ranked by relevance to this topic
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A Taxonomy for Autonomous Vehicles Considering Ambient Road Infrastructure ↗ · 2023 · Chen, Sikai et al. · indexed
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Human Factors Evaluation of Level 2 and Level 3 Automated Driving Concepts: Concepts of Operation · 2014 · Marinik, Andrew et al. · archived
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Deployment Scenarios for Vehicles with Higher-Order Automation · 2016 · Beiker, Sven · archived
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Investigating levels of remote operation in high-level on-road autonomous vehicles using operator sequence diagrams ↗ · 2024 · Parr, Hannah et al. · indexed
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Taxonomy and Definitions for Terms Related to Driving Automation Systems for On-Road Motor Vehicles ↗ · 2021 · On-Road Automated Driving (ORAD) Committee · indexed
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A new Taxonomy for Automated Driving: Structuring Applications based on their Operational Design Domain, Level of Automation and Automation Readiness ↗ · 2024 · Betz, Johannes et al. · indexed
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Human Factors Evaluation of Level 2 and Level 3 Automated Driving Concepts: Past Research, State of Automation Technology, and Emerging System Concepts · 2014 · Trimble, Tammy E. et al. · archived
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A human factors perspective on automated driving · 2017 · Kyriakidis, Miltos et al. · archived
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A Taxonomy for Autonomous Vehicles Considering Ambient Road Infrastructure · 2023 · Chen, Sikai et al. · archived
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Work domain modeling of human-automation interaction for in-vehicle automation · 2024 · Zhang, You et al. · archived
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Communications and Driver Monitoring Aids for Fostering SAE Level-4 Road Vehicles Automation ↗ · 2018 · Jiménez, Felipe et al. · indexed
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Taxonomy and Definitions for Terms Related to Driving Automation Systems for On-Road Motor Vehicles ↗ · 2018 · On-Road Automated Driving (ORAD) Committee · indexed
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Investigating Levels of Remote Operation in High-Level On-Road Autonomous Vehicles using Operator Sequence Diagrams ↗ · 2023 · Parr, Hannah et al. · indexed
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Perception and Control for Connected and Automated Vehicles · 2020 · Sciarretta, Antonio et al. · archived
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Changing technology in transportation : automated vehicles in freight. · 2017 · Ginsburg, Robert et al. · archived
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Driver Reactions to Automated Vehicles · 2018 · Eriksson, Alexander et al. · archived
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Autonomous Driving · 2016 · Maurer, Markus et al. · archived
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Situation Awareness: The Key to Safe Autonomous Systems: Plenary Talk ↗ · 2019 · Haidegger, Tamás · indexed
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Who Will Drive Automated Vehicles? - Usability Context Analysis and Design Guidelines for Future Control Centers for Automated Vehicle Traffic · 2023 · Schwindt, Sarah et al. · archived
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A critique of the SAE conditional driving automation definition, and analyses of options for improvement · 2018 · Inagaki, Toshiyuki et al. · archived
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Key considerations in the development of driving automation systems ↗ · 2015 · Christensen, Andy et al. · indexed
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Taxonomy and Definitions for Terms Related to On-Road Motor Vehicle Automated Driving Systems ↗ · 2014 · On-Road Automated Driving (ORAD) Committee · indexed
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Taxonomy and Definitions for Terms Related to Driving Automation Systems for On-Road Motor Vehicles ↗ · 2016 · On-Road Automated Driving (ORAD) Committee · indexed
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Automated Driving Systems Operating as Mobility as a Service: Operational Risks and SAE J3016 Standard ↗ · 2023 · Ramos, Marilia A. et al. · indexed
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Preparing for the Future of Transportation: Automated Vehicles 3.0 · 2018 · NHTSA · archived
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Review of Automated Vehicle Technology: Policy and Implementation Implications · 2016 · McGehee, Daniel V. et al. · archived
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Automated drivability: Toward an assessment of the spatial deployment of level 4 automated vehicles ↗ · 2020 · Soteropoulos, Aggelos et al. · indexed
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The Future Driver: Exploring the Safety Challenges of Level 4 Automated Vehicles During Manual Control ↗ · 2025 · Andriola, Cesar et al. · indexed
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Automotive autopilot system · 2022 · Veretelnikov, A.S. et al. · archived
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Investigation and Analysis of Necessary Tasks and Responses for Unmanned Automated Bus in Challenging Situations ↗ · 2025 · Hashimoto, Naohisa et al. · indexed
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Towards Autonomous Vehicles · 2013 · Schwarz, Chris et al. · archived
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Towards the Unified Principles for Level 5 Autonomous Vehicles · 2021 · Wang, Jianqiang et al. · archived
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Self-Driving Electric Vehicles for Smart and Sustainable Mobility: Evaluation and Feasibility Study for Educational and Medical Campuses · 2021 · Sadek, Adel W et al. · archived
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Aiding Automated Shuttles with Their Driving Tasks as an On-Board Operator: A Case Study on Different Automated Driving Systems in Three Living Labs · 2024 · Schrank, Andreas et al. · archived
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Safety of Level 4 Autonomous Vehicle: Still Human in the Loop ↗ · 2023 · Farzana Firoz, Kazi et al. · indexed
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A Prototypical Expert-Driven Approach Towards Capability-Based Monitoring of Automated Driving Systems ↗ · 2024 · Schubert, Richard et al. · indexed
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Safety goals and functional safety requirements for actuation systems of automated vehicles ↗ · 2016 · Stolte, Torben et al. · indexed
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A Role for Robots in Automated Driving Systems · 2016 · Bertram, Torsten · archived
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Driver intervention performance assessment as a key aspect of L3–L4 automated vehicles deployment ↗ · 2021 · Rodak, Aleksandra et al. · indexed
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Autonomous Vehicles · 2024 · Kemeny, Andras · archived
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A temporal analysis of safety drivers taking back control in public roadway automated driving trials ↗ · 2019 · Corcoran, Nicole et al. · indexed
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Takeover Safety Analysis with Driver Monitoring Systems and Driver–Vehicle Interfaces in Highly Automated Vehicles ↗ · 2021 · Yu, Dongyeon et al. · indexed
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Automated Driving: A Literature Review of the Take over Request in Conditional Automation · 2020 · Morales-Alvarez, Walter et al. · archived
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Safety Concept for Autonomous Vehicles · 2016 · Reschka, Andreas · archived
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An STPA-Based Analysis of Automated Driving Systems Fleet Maintenance Activities ↗ · 2024 · Correa-Jullian, Camila et al. · indexed
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The future of fully automated vehicles : opportunities for vehicle- and ride-sharing, with cost and emissions savings. · 2014 · Fagnant, Daniel et al. · archived
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What Is Worse than a Back-Seat Driver? A Remote One: Rethinking Teleoperation in Automated Vehicles · 2026 · Bogg, Adam et al. · archived
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Automated and Connected Vehicle Implications and Analysis · 2017 · Block, David et al. · archived
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Integration of Human Factors in an Automated Driving Supervision System · 2022 · Scoliege, Jordan et al. · archived
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A Systematic Review of Takeover System Design and Evaluation in Highly Automated Driving ↗ · 2025 · Liu, Tianrui et al. · indexed
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Automated Vehicles and the Rethinking of Mobility and Cities · 2015 · Alessandrini, Adriano et al. · archived
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LiDAR-Based Fail-Safe Emergency Maneuver for Autonomous Vehicles ↗ · 2023 · Alrousan, Qusay et al. · indexed
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Supervising the self-driving car: Situation awareness and fatigue during highly automated driving ↗ · 2023 · McKerral, Angus et al. · indexed
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A unified architecture for scalable and replicable autonomous shuttles in a smart city ↗ · 2017 · Gelbal, Sukru Yaren et al. · indexed
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An enhanced vehicle control model for assessing highly automated driving safety · 2020 · Monkhouse, Helen E. 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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Human factors of automated driving systems: a compendium of lessons learned ↗ · 2021 · Biondi, Francesco N. et al. · indexed
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Opportunities from past mistakes: Land potential en route to an automated mobility system ↗ · 2023 · Mitteregger, Mathias et al. · indexed
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Driver behavior and the use of automation in real-world driving ↗ · 2021 · Gershon, Pnina et al. · indexed
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A Systematic Review of Takeover System Design in Highly Automated Driving ↗ · 2026 · Liu, Tianrui et al. · indexed
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Dawn of autonomous vehicles: review and challenges ahead · 2018 · Sousa, Nuno et al. · archived
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Image-Based Driver Status Monitoring System for Determining the Transfer of Dynamic Driving Tasks in Autonomous Vehicles ↗ · 2024 · Su, Yi-Feng et al. · indexed
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Human-Centered Challenges and Contribution for the Implementation of Automated Driving · 2011 · van den Beukel, Arie P. et al. · archived
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Control Centers for Maneuver-based Teleoperation of Highly Automated and Autonomous Vehicles: System Model and Requirements ↗ · 2022 · Herzberger, Nicolas et al. · indexed
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Novel human-machine interfaces for the management of user-vehicle transitions in automated driving ↗ · 2019 · Burnett, Gary et al. · indexed
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Connected Autonomous Shuttle Supporting Innovation (CASSI) Program Development · 2025 · Searcy, Sarah et al. · archived
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Connected and Autonomous Vehicles 2040 Vision · 2014 · Mashayekh, Yeganeh et al. · archived
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Highway Chauffeur: state of the art and future evaluations : Implementation scenarios and impact assessment ↗ · 2018 · Luca, Studer et al. · indexed
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Toward an “Equal-Footing” Human-Robot Interaction for Fully Autonomous Vehicles · 2017 · Amanatidis, Theocharis et al. · archived
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Automated Road Transport Systems (ARTS)—The Safe Way to Integrate Automated Road Transport in Urban Areas · 2015 · Alessandrini, Adriano et al. · archived
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Investigation into Legislative Action Needed to Accommodate the Future Safe Operation of Autonomous Vehicles in the State of Louisiana · 2016 · Wilmot, Chester G. et al. · archived
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Assistance Systems for Driver Interventions in Critical Situations during Automated Driving ↗ · 2020 · Nguyen, Thang et al. · indexed
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Interactive Traffic Management for Highly Automated Vehicles · 2023 · Alkim, Tom et al. · archived
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Human-Autonomy Teams: Driver Simulator Experiments for Level 3 Automated Driving Systems ↗ · 2026 · Correa-Jullian, Camila et al. · indexed
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Specification of Drivers’ Behavior in Partially Automated Vehicles for Microscopic Simulation Models ↗ · 2019 · Rodrigues, Rita et al. · indexed
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Transit Bus Automation Market Assessment · 2023 · Cregger, Joshua et al. · archived
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Benefits estimation framework for automated vehicle operations. · 2015 · Smith, Scott et al. · archived
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Functional safety analysis of SAE conditional driving automation in time-critical situations and proposals for its feasibility ↗ · 2020 · Hirose, Takayuki et al. · indexed
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Functional system architectures towards fully automated driving · 2016 · Taş, Ömer Şahin et al. · archived
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Road infrastructure support for highly automated driving · 2025 · Kulmala, Risto · archived
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Unsettled Issues in Remote Operation for On-road Driving Automation ↗ · 2021 · Beiker, Sven · indexed
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Analysis of Physical Readiness for Take-Over in Automated Driving – Approach to Classify Non-Driving Related Activities According to Their Level of Complexity ↗ · 2024 · Schäffer, Miriam et al. · indexed
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Situation Awareness and Transitions in Highly Automated Driving: A Framework and Mini Review ↗ · 2017 · Son, Joonwoo et al. · indexed
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Examining effects of scenario type and vehicle speed on takeover readiness and performance in conditionally automated driving ↗ · 2020 · Tilbury, Dawn M. et al. · indexed
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A Survey on Remote Operation of Road Vehicles · 2022 · Amador, Oscar et al. · archived
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A Framework for Automated Driving System Testable Cases and Scenarios · 2018 · Thorn, Eric et al. · archived
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CUbE: A Research Platform for Shared Mobility and Autonomous Driving in Urban Environments ↗ · 2019 · Hartmannsgruber, Andreas et al. · indexed
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Human Factors Evaluation of Level 2 and Level 3 Automated Driving Concepts ↗ · 2015 · Blanco, Myra et al. · indexed
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Technical Leadership Challenges for Highly Automated Driving: Technology Leadership Brief ↗ · 2012 · Schumacher, Christian et al. · indexed
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Driving-task-related human-machine interaction in automated driving ↗ · 2019 · Walch, Marcel et al. · indexed
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Automated Vehicle Recommendations for Texas: A Study of Highway and Urban Operational Design Domains · 2023 · Chin, Kristie et al. · archived
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Collision Avoidance Testing of the Waymo Automated Driving System ↗ · 2026 · Kusano, Kristofer et al. · indexed
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Towards Understanding Human-Technology Migration: Internal Interaction in Automated Road Vehicles · 2025 · Weiser, Paul et al. · archived
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2022 Forum on the Impact of Vehicle Technologies and Automation on Users: A Summary Report · 2022 · AAA Foundation for Traffic Safety · archived
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When should ADS Fallback? A Critique of the Solution for Improving the SAE Conditional Driving Automation Definition · 2025 · Liang, Yaowei et al. · archived
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Resurrecting the ghost in the shell: A need-centered development approach for optimizing user experience in highly automated vehicles ↗ · 2019 · Frison, Anna-Katharina et al. · indexed
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Quantification of safety improvements and human-machine tradeoffs in the transition to automated driving ↗ · 2024 · Wang, Song et al. · indexed
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The Key Issues to Be Discussed Regarding the Implementation of Level 4 Automated (Or Autonomous) Driving ↗ · 2022 · IMAI, Takeyoshi · indexed
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Takeover Request Design in Automated Driving: A Systematic Review ↗ · 2021 · Salubre, Kevin Joel et al. · indexed
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Autonomous Driving as System of Systems: roadmap for accelerating development · 2019 · Assaad, Mohamad Ali et al. · archived
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An Automated Vehicle Safety Concept Based on Runtime Restriction of the Operational Design Domain ↗ · 2018 · Colwell, Ian et al. · indexed
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Systematic literature review on the applications, impacts, and public perceptions of autonomous vehicles in road transportation system · 2023 · Olayode, Isaac Oyeyemi et al. · archived
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Runtime Restriction of the Operational Design Domain: A Safety Concept for Automated Vehicles ↗ · 2018 · Colwell, Ian · indexed
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Effect of instructing system limitations on the intervening behavior of drivers in partial driving automation · 2019 · Zhou, H. P. et al. · archived
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Ontology of autonomous driving based on the SAE J3016 standard ↗ · 2024 · Trypuz, Robert et al. · indexed
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Beyond Levels of Automation: Human System Modes, Levels, Functions and Patterns for an Intelligent Human Systems Integration of Humans and Co-Systems · 2024 · Flemisch, Frank et al. · archived
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Towards a Standard Taxonomy for Levels of Automation in Heavy-Duty Mobile Machinery ↗ · 2021 · Machado, Tyrone et al. · indexed
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Driving as a Service: Promoting a Sustainable Transition to Automated Driving ↗ · 2024 · Duarte, Sérgio Pedro et al. · indexed
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A Study on the Driver"s Recognition and Behavioral Response of Control Authority Transition in Level 3 Automated Driving Vehicles ↗ · 2020 · Kim, Hyunsuk et al. · indexed
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Automated Last Mile Connectivity for Vulnerable Road Users – Real-world Low Speed Autonomous Vehicle Deployment · 2022 · Grove, Kevin et al. · archived
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Analysis of Influencing Factors of Level 3 Automated Vehicle Takeover: A Literature Review ↗ · 2024 · Guo, Hanying et al. · indexed
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Is Driving Automation Used as Intended? Real-World Use of Partially Automated Driving Systems and their Safety Consequences ↗ · 2021 · Kim, Hyungil et al. · indexed
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Functional Safety Concept of “Minimum Risk Maneuver” in Conditional Driving Automation (Level 3) Vehicles ↗ · 2022 · Balakrishnan, Karthikeyan · indexed
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Approaches for Developing and Evaluating Emerging Partial Driving Automation System HMIs ↗ · 2024 · Glaser, Yi G. et al. · indexed
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Cooperative Vehicle Automation: Safety Aspects and Control Software Architecture ↗ · 2017 · Ploeg, Jeroen · indexed
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Analysis of autonomous vehicle policies. · 2017 · Gibson, Bryan · archived
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On-Road Assessment of Driver Mode Awareness of Assisted and Automated Driving ↗ · 2022 · Britten, Nicholas et al. · indexed
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Recent International Activity in Cooperative Vehicle–Highway Automation Systems · 2012 · Shladover, S.E. · archived
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What’s in a name? Drivers’ perceptions of the use of five SAE Level 2 driving automation systems ↗ · 2020 · Teoh, Eric R. · indexed
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Conference proceedings of the Northeast Autonomous Vehicle Summit. · 2017 · Simler, Tara et al. · archived
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Synthesis of Automated Vehicle Legislation · 2017 · Hubbard, Sarah M · 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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Automated Driving – Assessment of Interaction Concepts Under Real Driving Conditions ↗ · 2015 · Albert, Martin et al. · indexed
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Conceptualization of Human Factors in Automated Driving by Work Domain Analysis ↗ · 2020 · Zhang, You et al. · indexed
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S.A.D.E.—A Standardized, Scenario-Based Method for the Real-Time Assessment of Driver Interaction with Partially Automated Driving Systems ↗ · 2022 · Schömig, Nadja et al. · indexed
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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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Managing Driving Modes in Automated Driving Systems · 2022 · Ríos Insua, David et al. · archived
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An Analysis of Testing Scenarios for Automated Driving Systems ↗ · 2021 · Liu, Siyuan et al. · indexed
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Attentional Considerations in Advanced Air Mobility Operations: Control, Manage, or Assist? ↗ · 2022 · Sato, Tetsuya et al. · indexed
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Moving From Piloted to Autonomous Operations: Investigating Human Factors Challenges in Urban Air Mobility ↗ · 2021 · Panesar, Karanvir et al. · indexed
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Driver Engagement Strategies for L3 ADS: A Review of the Literature ↗ · 2022 · Prendez, David M. et al. · indexed
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A fast remote driver selection mechanism for remote-controlled driving systems ↗ · 2018 · Gohar, Ali et al. · indexed
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FMVSS Considerations for Vehicles with Automated Driving Systems: Volume 1 · 2020 · Blanco, Myra et al. · archived
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Scenario as Specification: Structuring the Development and Deployment of Automated Driving ↗ · 2025 · Bouzouraa, Mohamed Essayed et al. · indexed
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Autonomous Campus Mobility Services Using Driverless Taxi ↗ · 2017 · Kim, Seong-Woo et al. · indexed
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Characterizing Level 2 Automation in a Naturalistic Driving Fleet · 2024 · Perez, Miguel A et al. · archived
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Analysis of a driver and automated driving system interaction using a communicating sequential process ↗ · 2015 · Kinoshita, Satoko et al. · indexed
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A fallback mechanism or a commander? A discussion about the role and skill needs of future drivers within partially automated vehicles ↗ · 2021 · Zhang, Yu et al. · indexed
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Analysis of driver roles: modelling the changing role of the driver in automated driving systems using EAST ↗ · 2019 · Banks, Victoria A. et al. · indexed
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CapMetro Ads Yard Automation Research and Deployment: Phase One · 2025 · Skolrud, Severin et al. · archived
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ODD design for automated and remote driving systems: A path to remotely backed autonomy ↗ · 2025 · Hans, Ole et al. · indexed
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Real-World Use of Partially Automated Driving Systems and Driver Impressions ↗ · 2020 · Kim, Hyungil et al. · indexed
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Automation · 2020 · NHTSA et al. · archived
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Travel modeling in an era of connected and automated transportation systems: an investigation in the Dallas-Fort Worth area. · 2017 · Kuhr, James et al. · archived
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Exploratory analysis of injury severity under different levels of driving automation (SAE Levels 2 and 4) using multi-source data ↗ · 2024 · Ding, Shengxuan et al. · indexed
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Realising Meaningful Human Control Over Automated Driving Systems: A Multidisciplinary Approach · 2022 · de Sio, Filippo Santoni et al. · archived
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Research of the Level of Driver Involvement in the Management of a Highly Automated Vehicle ↗ · 2022 · Zabudskiy, A. Yu. et al. · indexed
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Driving automation forward : human factors for limited-ability autonomous driving systems. · 2010 · NHTSA · archived
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Safety Oriented State Transitions in Level 3 Automated Driving Systems: A General Framework ↗ · 2019 · Huang, Chao et al. · indexed
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Human-Centred Classification of Remote Operation Intervention Scenarios for Automated Vehicles ↗ · 2026 · Medojevic, Marko et al. · indexed
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Deriving Architectural Requirements for SAE J3016 <sup>TM</sup> Level 3 System from Functional Safety Perspective ↗ · 2025 · Mudunuri, Venkateswara Raju et al. · indexed
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DEV: A Driver-Environment-Vehicle Closed-Loop Framework for Risk-Aware Adaptive Automation of Driving · 2025 · Halin, Anaïs et al. · archived
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Transportation planning implications of automated/connected vehicles on Texas highways. · 2017 · Williams, Thomas et al. · archived
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Human–Vehicle Integration in the Code of Practice for Automated Driving ↗ · 2020 · Wolter, Stefan et al. · indexed
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Autonomous vehicles: challenges, opportunities, and future implications for transportation policies · 2016 · Bagloee, Saeed Asadi et al. · archived
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A Systematic Approach Based on STPA for Developing a Dependable Architecture for Fully Automated Driving Vehicles ↗ · 2017 · Abdulkhaleq, Asim et al. · indexed
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Systematization of autonomous vehicles in last mile transportation processes – taxonomy development and clustering of existing concepts ↗ · 2024 · Maas, Julian et al. · indexed
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Operations of Shared Autonomous Vehicle Fleet for Austin, Texas, Market ↗ · 2015 · Fagnant, Daniel J. et al. · indexed
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Unlocking Trust and Acceptance in Tomorrow’s Ride: How In-Vehicle Intelligent Agents Redefine SAE Level 5 Autonomy ↗ · 2024 · Demir, Cansu et al. · indexed
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Attention-guiding Takeover Requests for Situation Awareness in Semi-autonomous Driving ↗ · 2023 · Chen, Qingxin et al. · indexed
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A unified experimental framework for estimating collision rates and occupant injury severity across different levels of driving automation ↗ · 2025 · Shen, Jiajie et al. · indexed
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Operation control center for automated vehicles : conceptual design ↗ · 2022 · Biletska, Olga et al. · indexed
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Hazards associated with planned transitions in automated driving: A simulator study ↗ · 2022 · Hasegawa, Kunihiro et al. · indexed
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Use of Facial Expressions to Improve the Social Acceptance of Level 4 and 5 Automated Driving System Equipped Vehicles ↗ · 2022 · Marceddu, Antonio Costantino et al. · indexed
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Rage against the machine? Google's self-driving cars versus human drivers ↗ · 2017 · Teoh, Eric R. et al. · indexed
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Safety and reliability analysis of automated vehicle driving systems ↗ · 2004 · Lan Huang et al. · indexed
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Bringing smart transport to Texans : ensuring the benefits of a connected and autonomous transport system in Texas—final report. · 2016 · Kockelman, Kara M. et al. · archived
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Sustainable Civil Infrastructures Utilization and Regulations of Innovative Technology to Improve Road Safety via Drivers’ Warnings and Enforcement · 2021 · Abufares, Lama et al. · archived
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Driving Characteristics when Autonomous Driving Change to Driver in Low Alertness and Awake from Sleeping ↗ · 2018 · Gokan, Masato et al. · indexed
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Are we ready for highly automated vehicles? Evaluating automated driving systems’ safety and reliability using inverse probability weighted regression adjustment ↗ · 2026 · Adeel, Muhammad et al. · indexed
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Foreseeable Misuse in Automated Driving Vehicles - The Human Factor in Fatal Accidents of Complex Automation ↗ · 2017 · Serter, Barbaros et al. · indexed
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A Study on Functional Safety, SOTIF and RSS from the Perspective of Human-Automation Interaction ↗ · 2021 · Zhang, You et al. · indexed
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Towards a Viable Autonomous Driving Research Platform · 2019 · Wei, Junqing et al. · archived
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Investigation of Automated Vehicle Effects on Driver's Behavior and Traffic Performance · 2016 · Aria, Erfan et al. · archived
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Automobility: the coming use of fully-automated on-road vehicles ↗ · 2015 · Hancock, P. A. · indexed
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Survey on Teleoperation Concepts for Automated Vehicles · 2022 · Majstorovic, Domagoj et al. · archived
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Toward Shared Control Between Automated Vehicles and Users · 2020 · Terken, Jacques et al. · archived
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The Effect of Automated Driving Levels and Road Type on Driver’s Performances in Secondary Tasks and Situation Awareness ↗ · 2024 · The Korean Data Analysis Society et al. · indexed
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Automated Driving System Disengagement Analysis and Testing Recommendations ↗ · 2020 · Liu, Siyuan et al. · indexed
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Systems-theoretic Safety Assessment of Teleoperated Road Vehicles ↗ · 2021 · Hoffmann, Simon et al. · indexed
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Human-Automation Interaction and the Challenge of Maintaining Situation Awareness in Future Autonomous Vehicles ↗ · 2019 · Endsley, Mica R. · indexed
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Trends in U.S. Drivers’ Perceptions and Attitudes Toward Vehicle Automation, 2019–2025 · 2026 · AAA Foundation for Traffic Safety · archived
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Safety in higher level automated vehicles: Investigating edge cases in crashes of vehicles equipped with automated driving systems ↗ · 2024 · Moradloo, Nastaran et al. · indexed
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NASA-TLX Workload Under SAE Level 2 and Level 3 Automation Versus Manual: A Meta Analysis approach ↗ · 2026 · Alhujailli, Ashraf · indexed
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A Systematic Review of Metrics Measuring Takeover Performance in Conditionally Automated Driving ↗ · 2025 · Tilbury, Dawn M. et al. · indexed
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Eye-Gaze Analysis of HUD Interventions for Conditional Automation to Increase Situation Awareness ↗ · 2021 · Gerber, Michael A. et al. · indexed
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Training to Improve Drivers’ Behavior When Partial Driving Automation Fails [supporting datasets] · 2022 · Roberts, Shannon C et al. · archived
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An assessment of autonomous vehicles : traffic impacts and infrastructure needs : final report. · 2017 · Kockelman, Kara et al. · archived
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A Data-Informed Analysis of Scalable Supervision for Safety in Autonomous Vehicle Fleets ↗ · 2024 · Hickert, Cameron et al. · indexed
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Challenging human driver taxis with shared autonomous vehicles: a case study of Chicago ↗ · 2019 · Liu, Jun et al. · indexed
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Transitioning Roadways to Accommodate Connected and Automated Vehicles: A Pennsylvania Case Study · 2017 · Samaras, Costa et al. · archived
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FMVSS Considerations for Vehicles with Automated Driving Systems: Volume 3 · 2025 · Chaka, Michelle et al. · archived
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Towards a skill- and ability-based development process for self-aware automated road vehicles · 2017 · Nolte, Marcus et al. · archived
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How to navigate the intermediate levels of vehicle automation? ↗ · 2025 · van Nes, Nicole et al. · indexed
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Assessing the Transit Agency Business Case for Partial and Full Automation of Bus Services ↗ · 2019 · Peirce, Sean et al. · indexed
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Pairing in-vehicle intelligent agents with different levels of automation: implications from driver attitudes, cognition, and behaviors in automated vehicles ↗ · 2024 · Wang, Manhua et al. · indexed
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Design of Driver Readiness Evaluation System in Automated Driving Environment ↗ · 2018 · Kim, HyunSuk et al. · indexed
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A Systematic Review and Meta-Analysis of Takeover Performance During Conditionally Automated Driving ↗ · 2020 · Weaver, Bradley W. et al. · indexed
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Feedback or Takeover: The Impact of Risk and Driver State on Intervention Behaviors in Automated Driving ↗ · 2024 · Li, Muchen et al. · indexed
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FMVSS Considerations for Vehicles with Automated Driving Systems: Volume 4 · 2025 · Stowe, Loren et al. · archived
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Quantitative models for automation rate and situation awareness response: A case study of levels of driving automation ↗ · 2021 · Liu, Yunmei et al. · indexed
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Automated Vehicles: Are Cities Ready to Adopt AVs as the Sustainable Transport Solution? · 2025 · Arifuzzaman, Md et al. · archived
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Human–Vehicle Cooperation in Automated Driving: A Multidisciplinary Review and Appraisal ↗ · 2019 · Biondi, Francesco et al. · indexed
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Automated driving and autonomous functions on road vehicles ↗ · 2015 · Gordon, T.J. et al. · indexed
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Requirements on tomorrow's road infrastructure for highly automated driving ↗ · 2014 · Nitsche, Philippe et al. · indexed
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System Dynamics Models of Automated Vehicle Impacts · 2023 · Smith, Scott et al. · archived
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A Cognitive Advanced Driver Assistance Systems Architecture for Autonomous-Capable Electrified Vehicles ↗ · 2019 · Divakarla, Kavya Prabha et al. · indexed
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Transition pathways to fully automated driving and its implications for the sociotechnical system of automobility ↗ · 2015 · Fraedrich, Eva et al. · indexed
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Driver State Monitoring Technology for Conditionally Automated Vehicles: Review and Future Prospects ↗ · 2023 · Qu, You et al. · indexed
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Fault Tolerance and Fallback Strategies in Connected and Automated Vehicles: A Review · 2025 · Rodríguez-Arozamena, Mario et al. · archived
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Situation awareness in remote operators of autonomous vehicles: Developing a taxonomy of situation awareness in video-relays of driving scenes ↗ · 2021 · Mutzenich, Clare et al. · indexed
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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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Automated Driving using Shared and Cooperative Guidance and Control: Revisiting past Research with a new Model ↗ · 2016 · Altendorf, E. et al. · indexed
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The impact of automated planning aids on situation awareness and workload in the monitoring of uncrewed vehicles ↗ · 2024 · Barnhart, Grace et al. · indexed
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Ready to Transition? Strategies to Bring Drivers Back into the Loop Upon Requests to Intervene in Conditionally Automated Driving ↗ · 2024 · Heinrich, Luisa Katharina et al. · indexed
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Simulation of Automated Vehicles' Drive Cycles · 2018 · LeVine, Scott · archived
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Automated Vehicles, On-Demand Mobility, and Environmental Impacts · 2015 · Greenblatt, Jeffery B. et al. · archived
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Driver-centred vehicle automation: using network analysis for agent-based modelling of the driver in highly automated driving systems ↗ · 2016 · Banks, Victoria A. et al. · indexed
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A review on AI Safety in highly automated driving · 2022 · Wäschle, Moritz et al. · archived
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“Do You Want to Drive Together?” - A Use Case Analysis on Cooperative, Automated Driving. ↗ · 2023 · Malve, Bhavana et al. · indexed
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Road Vehicle Automation and Its Effects on Fatigue, Sleep, Rest, and Recuperation ↗ · 2023 · Ahlström, Christer et al. · indexed
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Risk Assessment in the Context of Dynamic Reconfiguration of Level of Driving Automation in Highly Automated Vehicles ↗ · 2021 · Panagiotopoulos, Ilias E. et al. · indexed
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The Challenges of Driving Mode Switching in Automated Vehicles: A Review ↗ · 2023 · Hu, Lin et al. · indexed
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Partially automated driving has higher workload than manual driving: An on‐road comparison of three contemporary vehicles with SAE Level 2 features · 2022 · Kim, Jisun et al. · archived
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A System's Perspective Towards an Architecture Framework for Safe Automated Vehicles · 2018 · Bagschik, Gerrit et al. · archived
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How to Design Human-Vehicle Cooperation for Automated Driving: A Review of Use Cases, Concepts, and Interfaces ↗ · 2024 · Peintner, Jakob et al. · indexed
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User Experience Evaluation of SAE Level 3 Driving on a Test Track ↗ · 2022 · Wintersberger, Philipp et al. · indexed
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Determining the Influence of Auto-Driving on Urban Road Traffic Conditions ↗ · 2020 · Bao, Lixia et al. · indexed
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AutoExp: A Multidisciplinary, Multi-Sensor Framework to Evaluate Human Activities in Self-Driving Cars ↗ · 2023 · Crispim-Junior, Carlos et al. · indexed
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Infrastructure requirements for the safe operation of automated vehicles: Opinions from experts and stakeholders ↗ · 2023 · Tengilimoglu, Oguz 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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A Framework for the Synergistic Integration of Fully Autonomous Ground Vehicles With Smart City ↗ · 2020 · Kuru, Kaya et al. · indexed
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Infrastructure Supported Automated Driving in Transition Areas – a Prototypic Implementation ↗ · 2020 · Schindler, Julian et al. · indexed
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Missing no Interaction—Using STPA for Identifying Hazardous Interactions of Automated Driving Systems · 2018 · Abdulkhaleq, Asim et al. · archived
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Federal Highway Administration National Dialogue on Highway Automation: October 24-25, 2018 Operations Workshop Summary · 2019 · Kay, Michael et al. · archived
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What Is Next for Vehicle Automation? From Design Concept through to Prototype Development ↗ · 2017 · Banks, Victoria A. et al. · indexed
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Highly Automated Driving on Highways Based on Legal Safety · 2013 · Vanholme, Benoit et al. · archived
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Self-Driving Vehicles—an Ethical Overview · 2021 · Hansson, Sven Ove et al. · archived
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On cognitive management and non-causal reasoning for enabling highly automated driving ↗ · 2021 · Panagiotopoulos, Ilias E. et al. · indexed
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Cognitive selection of driving automation levels in highly automated vehicles leveraging on Bayesian networking principles ↗ · 2022 · Panagiotopoulos, Ilias et al. · indexed
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User Requirements for Autonomous Vehicles – a Comparative Analysis of Expert and Non-expert-based Approach · 2020 · Rodak, Aleksandra et al. · archived
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The work organization in teleoperated driving – a human reliability and socio-technical systems perspective ↗ · 2024 · Grabbe, Niklas et al. · indexed
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A Systematic Literature Review on Safety of the Intended Functionality for Automated Driving Systems · 2025 · Patel, Milin et al. · archived
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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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Functional Safety Assessment of a Generic Automated Lane Centering System and Related Foundational Vehicle Systems · 2018 · Brewer, John et al. · archived
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On the legal problems of operation of highly automated vehicles in road traffic ↗ · 2021 · Amelichkin, Aleksei Viktorovich · indexed
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Risk level assessment of takeover behavior in L3 automated driving under grassland highway scenarios ↗ · 2026 · Guo, Min et al. · indexed
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Mode Awareness and Automated Driving—What Is It and How Can It Be Measured? ↗ · 2020 · Kurpiers, Christina et al. · indexed
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Reality Check: How Do Real-World Users Experience Current Automated Driving Systems? ↗ · 2024 · Manger, Carina et al. · indexed
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A Survey of Autonomous Driving: <i>Common Practices and Emerging Technologies</i> ↗ · 2020 · Yurtsever, Ekim et al. · indexed
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Low-Speed Autonomous Shuttles - Lessons Learned from Real-World Implementation ↗ · 2021 · Grove, Kevin et al. · indexed
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FMVSS Considerations for Vehicles with Automated Driving Systems: Volume 2 · 2021 · Chaka, Michelle et al. · archived
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Transportation Ergonomics for Self-Driving Automated Vehicles: Out-dated or Necessary? ↗ · 2020 · Said Easa · indexed
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Driver Situation Awareness for Regaining Control from Conditionally Automated Vehicles: A Systematic Review of Empirical Studies ↗ · 2024 · Tan, Xiaomei et al. · indexed
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Operational Design Domain for Automated Driving Systems: Taxonomy Definition and Application ↗ · 2023 · Mendiboure, Leo et al. · indexed
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Automotive Intelligence Embedded in Electric Connected Autonomous and Shared Vehicles Technology for Sustainable Green Mobility · 2021 · Vermesan, Ovidiu et al. · archived
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Use Cases for Assessing, Testing, and Validating the Human Machine Interface of Automated Driving Systems ↗ · 2018 · Naujoks, Frederik et al. · indexed
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Human supervisory control of aircraft, rail and highway vehicles ↗ · 1999 · Sheridan, Thomas B. · indexed
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Changes in Non-Driving-Related Activities from Conditional to Full Automation and Their Implications for Interior Design: A Systematic Review and Meta-Analysis ↗ · 2024 · Cai, Yujing et al. · indexed
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Effects of Level 3 Automated Vehicle Drivers’ Fatigue on Their Take-Over Behaviour: A Literature Review ↗ · 2021 · Guo, Hanying et al. · indexed
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Development of an Automated Delivery Vehicle ↗ · 2021 · University of Vocational Technology, Sri Lanka et al. · indexed
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Preparing for a Driverless Future · 2020 · Piatkowski, Daniel P et al. · archived
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Influence of automated driving on driver’s own localization: a driving simulator study ↗ · 2018 · Umeno, Ryuichi et al. · indexed
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Meaningful human control of partially automated driving systems: Insights from interviews with Tesla users ↗ · 2025 · Suryana, Lucas Elbert et al. · indexed
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AUTOMOBIL – selbstbewegtes Fahrzeug · 2019 · Bertram, Torsten et al. · archived
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A Review and Framework of Control Authority Transitions in Automated Driving ↗ · 2015 · Lu, Zhenji et al. · indexed
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Systematic review and meta-analysis of take-over time from automated driving at SAE levels 2 and 3 to manual control ↗ · 2025 · Sekadakis, Marios et al. · indexed
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Regulating Road Vehicle Teleoperation: Back to the Near Future ↗ · 2021 · Linné, Philip Almestrand et al. · indexed
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Influence of automated driving on driver’s own localization: a driving simulator study ↗ · 2019 · Umeno, Ryuichi et al. · indexed
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Emerging Transportation Innovations: Promises and Pitfalls · 2022 · Labi, Samuel et al. · archived
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A Sociotechnical Transition to an Electric Autonomous Vehicle System · 2024 · Enjavi, Seyedamirreza et al. · archived
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Implementation of modern approaches to development and testing of advanced driver assistance systems, including driverless systems ↗ · 2021 · Endachev, D V et al. · indexed
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How to support level-compliant driver behavior in automated driving with optimized User Experience? · 2024 · Brüggemann, Nuria et al. · archived
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Investigating Key Automated Vehicle Human Factors Safety Issues Related to Infrastructure: Summary of Stakeholder Workshop · 2020 · Roldan, Stephanie M. et al. · archived
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Human system patterns for interaction and cooperation of automated vehicles and humans ↗ · 2023 · Flemisch, Frank et al. · indexed
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A Fail-safe System involving Shared Control Strategy for Driver Override ↗ · 2022 · Xue, Wei et al. · indexed
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Analysis of autopilot disengagements occurring during autonomous vehicle testing ↗ · 2017 · Lv, Chen et al. · indexed
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Two Methods to Bring Drivers Back Better into the Loop after Automated Driving at SAE Level 3 ↗ · 2022 · Mörtl, Peter et al. · indexed
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Who Wants an Automated Vehicle? · 2019 · Thurlow, David A. et al. · archived
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3D Risk Assessment Model of Non-driving-related Tasks in Level 3 Automated Driving ↗ · 2026 · Horáková, Miroslava et al. · indexed
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Travel experience matters: Expected personal mobility impacts after simulated L3/L4 automated driving ↗ · 2021 · Lehtonen, Esko et al. · indexed
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Engineering and Hardening of Functional Fail-Operational Architectures for Highly Automated Driving · 2019 · Adler, Rasmus et al. · archived
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Monitoring and Forecasting of Key Functions and Technologies for Automated Driving ↗ · 2022 · Ulrich, Christian et al. · indexed
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Human behaviour with automated driving systems: a quantitative framework for meaningful human control ↗ · 2019 · Heikoop, Daniël D. et al. · indexed
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Towards Automated Driving: Unmanned Protective Vehicle for Highway Hard Shoulder Road Works ↗ · 2015 · Stolte, Torben et al. · indexed
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Who Wants an Automated Vehicle? · 2022 · Thurlow, David A. et al. · archived
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Using Driver State Detection in Automated Vehicles [supporting dataset] · 2019 · Gaspar, John et al. · archived
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Comparison of Waymo Rider-Only crash rates by crash type to human benchmarks at 56.7 million miles ↗ · 2025 · Kusano, Kristofer D. et al. · indexed
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Help or hindrance? The travel, energy and carbon impacts of highly automated vehicles · 2016 · Wadud, Zia et al. · archived
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Fully Autonomous Buses: A Literature Review and Future Research Directions ↗ · 2019 · Azad, Mojdeh et al. · indexed
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Repeated usage of a motorway automated driving function: Automation level and behavioural adaption ↗ · 2021 · Metz, Barbara et al. · indexed
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Considering knowledge gaps for automated driving in conventional traffic ↗ · 2016 · G, AROEN M et al. · indexed
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Platoon of SAE Level-2 Automated Vehicles on Public Roads: Setup, Traffic Interactions, and Stability ↗ · 2019 · Knoop, Victor L. et al. · indexed
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Users’ Propensity to Use Self-Driving Systems of SAE Automation Level 1 and 2 Cars: Results of an Italian Survey ↗ · 2023 · Picone, Mariarosaria et al. · indexed
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Coordinating State Policies, Laws, and Regulations for Automated Driving Systems Across New England · 2022 · Rodriguez, Greg et al. · archived
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An approach to organizing the transition of vehicle control from an automated driving system to a person ↗ · 2020 · Dubovsky, V. A. et al. · indexed
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Towards Tramway Safety by Managing Advanced Driver Assistance Systems depending on Grades of Automation ↗ · 2021 · Habib, Lydia et al. · indexed
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APPLICATIONS OF EMERGING TECHNOLOGIES ACROSS KEY SECTORS A COMPARATIVE OVERVIEW ↗ · 2023 · baba · indexed
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Bayesian Predictive Model for Electric Level 4 Connected Automated Vehicle Adoption ↗ · 2025 · Khan, Ata M. · indexed
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A framework of the non-critical spontaneous intervention in highly automated driving scenarios ↗ · 2019 · Wang, Chao · indexed
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Models, algorithms, and evaluation for autonomous mobility-on-demand systems ↗ · 2015 · Zhang, Rick et al. · indexed
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Looking at Humans in the Age of Self-Driving and Highly Automated Vehicles ↗ · 2016 · Ohn-Bar, Eshed et al. · indexed
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Methodologies to assess usability and safety of ADAS and automated vehicle ↗ · 2016 · Pauzie, Annie et al. · indexed
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Milestones in Autonomous Driving and Intelligent Vehicles: Survey of Surveys · 2022 · Chen, Long et al. · archived
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Driver takeover performance in conditionally automated driving: sudden system failure situation versus ODD exit situation ↗ · 2021 · Yao, Hua et al. · indexed
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Effect of Changes in Levels of Automated Driving on Manual Control Recovery ↗ · 2019 · Abe, Genya et al. · indexed
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A Vehicle Guidance Model with a Close-to-Reality Driver Model and Different Levels of Vehicle Automation · 2021 · Ma, Xiaoyi et al. · archived
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Driverless Cars and Accessibility: Designing the Future of Transportation for People with Disabilities · 2019 · Bayless, Steven H. et al. · archived
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Development of automated vehicles in the Netherlands: Scenarios for 2030 and 2050 ↗ · 2015 · Milakis, Dimitris et al. · indexed
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Time Required for Take-over from Automated to Manual Driving ↗ · 2016 · Ito, Toshio et al. · indexed
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Towards a Framework for Testing Drivers' Interaction with Partially Automated Driving ↗ · 2015 · Beukel, Arie P. van den et al. · indexed
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Literature Review Synthesizing the Current and Potential ATMA Applications · 2023 · Miller, Erika et al. · archived
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System Dynamics Perspective for Automated Vehicle Impact Assessment · 2020 · Berg, Ian et al. · archived
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Fail-Safe Behavior and Motion Planning Incorporating Shared Control for Potential Driver Intervention ↗ · 2023 · Xue, Wei et al. · indexed
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Examination of General Motors Super Cruise system field effects using state police report crash data ↗ · 2025 · Leslie, Andrew J. et al. · indexed
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Transit Bus Automation Project: Transferability of Automation Technologies Final Report · 2018 · Nasser, Ahmad et al. · archived
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Situation Awareness Classification Using Multi-modal Sensing in Automated Driving ↗ · 2021 · Liang, Nade et al. · indexed
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Regulatory challenges for road vehicle automation: Lessons from the California experience ↗ · 2019 · Shladover, Steven E. et al. · indexed
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Adapting the Technology Readiness Level (TRL) Framework to Automated Vehicle Development ↗ · 2025 · Swaminathan, Sunder et al. · indexed
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Staging at the Curb: Evaluating the impacts of shared automated vehicle fleet operations under curb usage restrictions ↗ · 2026 · Bahk, Younghun et al. · indexed
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Workshop on Human-Vehicle-Environment Cooperation in Automated driving: The Next Stage of a Classic Topic ↗ · 2021 · Wang, Chao et al. · indexed
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Transitions Between Highly Automated and Longitudinally Assisted Driving: The Role of the Initiator in the Fight for Authority ↗ · 2020 · Maggi, Davide et al. · indexed
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Conceptual Model to Explain, Predict, and Improve User Acceptance of Driverless Podlike Vehicles ↗ · 2016 · Nordhoff, Sina et al. · indexed
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Literature review on recent international activity in cooperative vehicle–highway automation systems. · 2012 · Shladover, S.E. · archived
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Improving Driver Engagement with Level 2 Automated Systems: The Impact of Fully Shared Longitudinal Control ↗ · 2024 · Illgner, Johannes et al. · indexed
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Development and Verification of Infrastructure-Assisted Automated Driving Functions ↗ · 2021 · Rudigier, Martin et al. · indexed
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Not in Control, but Liable? Attributing Human Responsibility for Fully Automated Vehicle Accidents ↗ · 2024 · Zhai, Siming et al. · indexed
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Architecture for multi-level cooperation and dynamic authority management in an Automated Driving System - A case study on lane change cooperation ↗ · 2016 · Benloucif, Mohamed Amir et al. · indexed
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Safety Benefits of Automated Vehicles: Extended Findings from Accident Research for Development, Validation and Testing · 2016 · Winkle, Thomas · archived
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Assessing Driving Styles in Commercial Motor Vehicle Drivers After Take-Over Conditions in Highly Automated Vehicles ↗ · 2022 · Riahi Samani, Ali et al. · indexed
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Real-World Observations and Human Factors Evaluation of AV Shuttle Operations · 2025 · Fox, Sarah et al. · archived
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When Driving Automation Exceeds Human Ability: Authoritative Control Interventions and their Implications for Human-Machine Interaction ↗ · 2026 · Dixon, Liza et al. · indexed
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Teaming with Your Car: Redefining the Driver–Automation Relationship in Highly Automated Vehicles ↗ · 2022 · Lee, Joonbum et al. · indexed
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On the Needs and Requirements Arising from Connected and Automated Driving · 2020 · Antonakoglou, Konstantinos et al. · archived
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Exploratory analysis of injury severity under different levels of driving automation (SAE Level 2-5) using multi-source data · 2023 · Wang, Dongdong et al. · archived
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A systematic review on test performance of the driver takeover process in automated driving ↗ · 2025 · Chen, Haolin et al. · indexed
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Robot driver for guidance of automatic durability road (ADR) test vehicles ↗ · 2002 · Shoval, S. et al. · indexed
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Hazard and Safety Analysis of Automated Transit Bus Applications · 2020 · Becker, Christopher et al. · archived
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Opportunities and Challenges in Cooperative Road Vehicle Automation · 2021 · Shladover, Steven E. · archived
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Microscopic traffic simulation based evaluation of highly automated driving on highways ↗ · 2014 · Bahram, Mohammad et al. · indexed
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The role of driver models in testing highly-automated driving: a survey ↗ · 2023 · Lemmer, Markus et al. · indexed
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Older Adults’ Attitudes and Opinions about Automated Vehicles: A Literature Review · 2018 · Eby, David W et al. · archived
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Regulating Teleoperation on Public Roads: Key Takeaways From an Expert Workshop ↗ · 2025 · Escher, Bengt et al. · indexed
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Robust Realization of Test Scenarios for Varying Behavior of the Automated Vehicle Under Test ↗ · 2025 · Beringhoff, Felix et al. · indexed
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Regulatory Frameworks for Testing Automated Vehicles: Comparative Analysis of National Regulations and Key Aspects for a Sustainable Implementation ↗ · 2024 · Schallauer, Dominik et al. · indexed
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Measuring Adult Drivers’ Use of Level 1 and 2 Driving Automation by Roadway Functional Class ↗ · 2019 · Reagan, Ian J. et al. · indexed
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Autonomous Vehicle Safety: An Interdisciplinary Challenge ↗ · 2017 · Koopman, Philip et al. · indexed
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A human centric framework for the analysis of automated driving systems based on meaningful human control ↗ · 2019 · Calvert, Simeon C. et al. · indexed
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Takeover Context Matters: Characterising Context of Takeovers in Naturalistic Driving using Super Cruise and Autopilot ↗ · 2023 · Yang, Shiyan et al. · indexed
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Human–Machine Interaction in Automated Vehicles: The ABV Project ↗ · 2015 · Sentouh, Chouki et al. · indexed
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Scenarios for Development, Test and Validation of Automated Vehicles · 2018 · Menzel, Till et al. · archived
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What the crash dummies don't tell you: The interaction between driver and automation in emergency situations ↗ · 2013 · Banks, Victoria A. et al. · indexed
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Symbiotic Analysis of Security Assessment and Penetration Tests Guiding Real L4 Automated City Shuttles · 2023 · Benyahya, Meriem et al. · archived
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Digital navigation and the driving-machine: supervision, calculation, optimization, and recognition ↗ · 2019 · Hind, Sam · indexed
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Classification of Level 2 Driving Automation Events Observed on Public Roads – Part 2 · 2021 · Snyder, Andrew C. et al. · archived
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Identification and Quantification of Hazardous Scenarios for Automated Driving · 2020 · Kramer, Birte et al. · archived
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Interaction patterns for cooperative guidance and control: Automation mode transition in highly automated truck convoys ↗ · 2017 · Baltzer, Marcel C.A. et al. · indexed
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A practitioner’s View of Driver Training for automated driving From Driving Examiners: A Focus group Discussion ↗ · 2020 · Heikoop, D. D. et al. · indexed
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Autonomous Driving Systems: A Preliminary Naturalistic Study of the Tesla Model S ↗ · 2017 · Endsley, Mica R. · indexed
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How Does Driver Takeover Worsen in a Sudden System Failure of Conditionally Automated Driving? ↗ · 2020 · Yao, Hua et al. · indexed
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Applying Mambaattention, Tabpfn, and Tabtransformers to Classify Sae Automation Levels in Crashes · 2025 · Das, Subasish et al. · archived
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Impact of Level 3 Automated Driving Technology on Road Work Zone Safety · 2026 · Xu, Zhepu et al. · archived
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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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Automated drivability and streetscape compatibility in the urban-rural continuum using the example of Greater Vienna ↗ · 2023 · Soteropoulos, Aggelos · indexed
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Motorists' preferences for different levels of vehicle automation ↗ · 2015 · Schoettle, Brandon et al. · indexed
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Hidden roles of the train driver: A challenge for metro automation ↗ · 2011 · Karvonen, Hannu et al. · indexed
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Cooperative Edge Extension for Automated Driving Level 4 and Beyond ↗ · 2026 · Lüntzel, Vitus et al. · indexed
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A Rhode Trip: Lessons for the Future of Mobility From the Little Roady Autonomous Microtransit Pilot · 2022 · Marini, Megan et al. · archived
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Impact of automation on long haul trucking operator-hours in the United States ↗ · 2022 · Mohan, Aniruddh et al. · indexed
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PADA-AD Test - a standardized test method for assessing takeover performance of drivers during automated driving ↗ · 2022 · Schömig, Nadja et al. · indexed
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A cross-methodological review on the safety effects of partial vehicle automation ↗ · 2026 · de Winkel, Ksander N et al. · indexed
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Driver Assistance Systems and the Transition to Automated Vehicles: A Path to Increase Older Adult Safety and Mobility? ↗ · 2014 · Reimer, Bryan · indexed
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Autonomous Maintenance Technology Literature Review · 2021 · Arrington, Deshaun et al. · archived
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The Development of Teleoperated Driving to Cooperate with the Autonomous Driving Experience ↗ · 2025 · Noomwongs, Nuksit et al. · indexed
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Please take over! An analysis and strategy for a driver take over request during autonomous driving ↗ · 2015 · Bahram, Mohammad et al. · indexed
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A Hazard Analysis Approach for Automated Driving Shared Control ↗ · 2024 · Monkhouse, Helen Elizabeth et al. · indexed
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Teleoperation of Highly Automated Vehicles in Public Transport: User-Centered Design of a Human-Machine Interface for Remote-Operation and Its Expert Usability Evaluation ↗ · 2021 · Kettwich, Carmen et al. · indexed
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Federal Highway Administration National Dialogue on Highway Automation: June 26-27, 2018 Policy and Planning Workshop Summary · 2019 · Kim, Anita et al. · archived
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A Study on the Paradigm Shift in the Validation of Automated Vehicles ↗ · 2023 · Düser, Tobias et al. · indexed
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Automated vehicles in smart urban environment: A review ↗ · 2017 · Pereira, André Maia et al. · indexed
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Automated Driving System Architecture to Ensure Safe Delegation of Driving Authority ↗ · 2016 · YUN, Sunkil et al. · indexed
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The Effects of Varying Penetration Rates of L4-L5 Autonomous Vehicles on Fuel Efficiency and Mobility of Traffic Networks ↗ · 2020 · Kavas-Torris, Ozgenur et al. · indexed
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A Conceptual Control System Description of Cooperative and Automated Driving in Mixed Urban Traffic With Meaningful Human Control for Design and Evaluation ↗ · 2020 · Calvert, Simeon C. et al. · indexed
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Developing a Standardized Performance Evaluation of Vehicles with Automated Driving Features · 2019 · Basantis, Alexis et al. · archived
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Understanding and Modeling Middle-Mile Logistics Automation · 2024 · Zou, Bo et al. · archived
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Contextualizing Human—Automated Vehicle Interactions: A Socio-Ecological Framework ↗ · 2021 · Robert, Lionel Peter · indexed
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Millions of Trips, “Waymo” Empty Miles: California’s First Thousand Days of Commercial Robotaxi Service ↗ · 2026 · Abdelhalim, Awad · indexed
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Discovering Driver–Vehicle Coordination Problems in Early-Stage System Development ↗ · 2017 · Banks, Victoria A. et al. · indexed
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Functional Safety Concept Generation within the Process of Preliminary Design of Automated Driving Functions at the Example of an Unmanned Protective Vehicle · 2019 · Graubohm, Robert et al. · archived
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Hazard Analysis of Action Loops for Automated Vehicle Remote Operation ↗ · 2021 · Kamaraj, Amudha V. et al. · indexed
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Dynamic Task Allocation and Understanding of Situation Awareness Under Different Levels of Autonomy in Closed-Hatch Military Vehicles ↗ · 2020 · Cossitt, Jessie E. et al. · indexed
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Optimization of Driving Control Tasks Distribution Between Highly Automated Vehicles and Intelligent Transport Systems ↗ · 2024 · Buznikov, S. E. et al. · indexed
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Evaluation and Sign-Off Methodology for Automated Vehicle Systems Based on Relevant Driving Situations ↗ · 2015 · Zlocki, Adrian et al. · indexed
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Learning from Drivers: A Case-Based Reasoning Framework for Takeover Control in Conditionally Automated Vehicles · 2026 · Mostafavi, Ali et al. · archived
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Unsettled Issues Regarding Communication of Automated Vehicles with Other Road Users ↗ · 2020 · Beiker, Sven · indexed
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Autonomous Vehicle Safety through the SIFT Method: A Conceptual Analysis ↗ · 2024 · Anshari, Muhammad et al. · indexed
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Utilizing Both DDPG and DQN Algorithms for Path-Following Control in Autonomous Vehicles ↗ · 2026 · Rizehvandi, Ali et al. · indexed
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Strategic spatial planning, “smart shrinking,” and the deployment of CAVs in rural Japan · 2021 · Banerjee, Ian et al. · archived
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Review on Logistics Air Route Planning Methods for Unmanned Aerial Vehicles in Urban Environments ↗ · 2025 · Yifei, ZHAO et al. · indexed
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On BRT Spread around the World: Analysis of Some Particular Cities ↗ · 2020 · Trubia, Salvatore et al. · indexed
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Sensor and Sensor Fusion Technology in Autonomous Vehicles: A Review ↗ · 2021 · Yeong, De Jong et al. · indexed
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Unmanned Aerial Vehicles Against Covid-19 Pandemic: Main Applications and Limitations ↗ · 2021 · Chaibi, Loubna et al. · indexed
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Toyota Woven City: Hierarchical Integrated Traffic Management in a Fully Connected and Automated Environment ↗ · 2023 · Yang, Hao et al. · indexed
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Integrating Explainable AI to Enhance Dynamic Risk Assessment in Automated Driving Systems ↗ · 2024 · Patel, Anil Ranjitbhai et al. · indexed
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Challenging Environments for Precise Mapping Using GNSS/INS-RTK Systems: Reasons and Analysis ↗ · 2022 · Aldibaja, Mohammad et al. · indexed
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Comprehensive Safety System Design and Development for Unmanned Aerial Vehicles Formation Flight System ↗ · 2016 · Wei, Dong et al. · indexed
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Agent-Based Modelling and Simulation of Trajectory Based Operations under Very High Traffic Demand ↗ · 2016 · Blom, H.A.P. et al. · indexed
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Drivable Area Estimation for Autonomous Agriculture Applications ↗ · 2023 · Alzu'bi, Hamzeh et al. · indexed
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Comparison of Autonomous and Manual UAV Flights in Determining Forest Road Surface Deformations ↗ · 2022 · TÜRK, Yılmaz et al. · indexed
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The Development of the Smart Cities in the Connected and Autonomous Vehicles (CAVs) Era: From Mobility Patterns to Scaling in Cities ↗ · 2021 · Campisi, Tiziana et al. · indexed
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Data-driven simulation analysis of different vehicle dispatching rules in e-hailing services ↗ · 2020 · You-kai, WU et al. · indexed
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Collision Avoidance Strategies for Uncrewed Aircraft Systems in Structured Airspace Using a Roundabout Intersection ↗ · 2025 · Hawkins, Skyler et al. · indexed
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Airspace Geofencing and Flight Planning for Low-Altitude, Urban, Small Unmanned Aircraft Systems ↗ · 2022 · Kim, Joseph et al. · indexed
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Bir İnsansız Hava Aracı Sisteminin Tasarımı, Benzetimi ve Gerçekleştirilmesi Design, Simulation and Implementation of an Unmanned Aerial Vehicle System ↗ · 2023 · ELMAS, Elif Ece et al. · indexed
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Subjective Assessment of Initial and Mid-Term UAM Operations and the Impact on Air Traffic Controllers' Workload ↗ · 2024 · Rosado Torres, Gabriela M. et al. · indexed
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Sustainable Circular Future Mobility: Environmental Impact of Next-gen Vehicles ↗ · 2025 · Abdul Hamid, Umar Zakir · indexed
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Automation and Robotics - The Trend Towards Cyber Physical Systems in Agriculture Business ↗ · 2017 · Herlitzius, Thomas · indexed
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Dynamic Distributed Computing for Infrastructure-Assisted Autonomous UAVs ↗ · 2020 · Callegaro, Davide et al. · indexed
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THE EVOLUTION OF TEST AUTOMATION IN HIGH REGULATORY CRITICALITY FINANCIAL ENVIRONMENTS: A SYSTEMATIC LITERATURE REVIEW ↗ · 2026 · Polanski Alves, Ricardo · indexed
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Automated Analysis and Cleaning of Manufacturing Data: The Power of Automation Playbooks ↗ · 2025 · Jan, Jonathan et al. · indexed
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LearningEMS: A Unified Framework and Open-Source Benchmark for Learning-Based Energy Management of Electric Vehicles ↗ · 2025 · Wang, Yong et al. · indexed
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Obstacle Avoidance for Low-Speed Autonomous Vehicles With Barrier Function ↗ · 2017 · Chen, Yuxiao et al. · indexed
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An automatic COLREGs-compliant obstacle avoidance system for an unmanned surface vehicle ↗ · 2013 · Campbell, Sable et al. · indexed
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Integrated Approach for the Assessment of Strategies for the Decarbonization of Urban Traffic ↗ · 2021 · Göhlich, Dietmar et al. · indexed
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Multiagent Dynamic Route Assignment: Quick and Fair Itineraries to Connected and Autonomous Vehicles ↗ · 2021 · Elimadi, Manal et al. · indexed
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Advances in Optimized and Safe Path Planning of Marine Autonomous Surface Vehicles: A Review. ↗ · 2026 · Kou, L et al. · indexed
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Field Report: Integration of a Parachute Rescue System into an Existing Unmanned Aerial Vehicle ↗ · 2024 · Krause, Stefan et al. · indexed
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Integrated smart feeder/shuttle transit service: simulation of new routing strategies ↗ · 2013 · Ceder, Avishai (Avi) · indexed
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A Review of Current Developments in Flying Cars in the Context of Sustainable Transport ↗ · 2026 · Dağlı, Eren et al. · indexed
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Reducing emissions during the formation of intelligent transport and logistics systems in the city · 2023 · Savin, Gleb et al. · archived
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Security Threats Analysis of the Unmanned Aerial Vehicle System ↗ · 2021 · Jacobsen, Rune Hylsberg et al. · indexed
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Multi-Agent Pathfinding: Definitions, Variants, and Benchmarks ↗ · 2021 · Stern, Roni et al. · indexed
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Sampling-based Motion Planning via Control Barrier Functions ↗ · 2019 · Yang, Guang et al. · indexed
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Inter-AGV Scheduling and a Novel Multi-Agent Collaborative Protocol for Intra-AGV Resource Allocation in MEC-Enabled Multi-AGV Scenarios ↗ · 2025 · Palomares, Javier et al. · indexed
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Review of: "Longevity of Electric Vehicle Operations" · 2023 · Almeida, Luiz · archived
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Integrating Raster Modeling with Collision Risk Analysis to Evaluate the Capacity of Urban Low-Altitude Airspace Systems ↗ · 2025 · Xie, Hua et al. · indexed
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Autonomous UAV navigation using deep learning-based computer vision frameworks: A systematic literature review ↗ · 2024 · Katkuri, Aditya Vardhan Reddy et al. · indexed
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Research capabilities of the Competence Centre for Autonomous and Connected Vehicles in the area of testing autonomous vehicles in Poland ↗ · 2024 · Pełka, Małgorzata et al. · indexed
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Future Cost Benefits Analysis for Electrified Vehicles from Advances Due to U.S. Department of Energy Targets · 2021 · Islam, Ehsan Sabri et al. · archived
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Semantic Web-Based Energy-Efficient Design of Dual-Mode Vehicles Based on Deep Neural Networks ↗ · 2024 · S.M., Revathi et al. · indexed
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Menagerie: An Automated Approach to Launch Vehicle Design ↗ · 2023 · Dees, Patrick D. et al. · indexed
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Load Leveling Utilizing Electric Vehicles and their Used Batteries · 2016 · Aziz, Muhammad et al. · archived
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Software-Defined Wide Area Networks: Current Challenges And Future Perspectives ↗ · 2025 · Madugula, Sai Charan · indexed
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Design of a Path-Following Controller for Autonomous Vehicles Using an Optimized Deep Deterministic Policy Gradient Method ↗ · 2024 · Rizehvandi, Ali et al. · indexed
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A New Possibility to Work with Open Geospatial Data: Wherobots Cloud, WherobotsDB and Wherobots AI · 2025 · BADEA, Ana Cornelia et al. · archived
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Optimization of Charging Infrastructure for Electric Taxis · 2014 · Sellmair, Reinhard et al. · archived
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Assessment of Future EV Charging Infrastructure Scenarios for Long-Distance Transport in Sweden ↗ · 2021 · Márquez-Fernández, Francisco J. et al. · indexed
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WAVE—A Novel Strategic Framework for Sustainable Technology Transition: The Case of Toyota’s Water Engine ↗ · 2025 · Anantharaman, Senthilkumar · indexed
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A Study on the Implementation of a Customized DRT Platform for Village Taxi Operations in Transport-Disadvantaged Areas ↗ · 2024 · Lee, Jae-Kyu et al. · indexed
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A Small UAV Optimized for Efficient Long-Range and VTOL Missions: An Experimental Tandem-Wing Quadplane Drone ↗ · 2022 · Okulski, Michał et al. · indexed
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Reducing the Environmental Impact of Large Battery Systems with Conductive Electric Road Systems—A Technical Overview ↗ · 2024 · Wenander, David et al. · indexed
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Cross-Level Impact Analysis (CLIA) Approach for Automotive Battery System: OEM Requirements and Case Study ↗ · 2026 · Zeng, Yunying et al. · indexed
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Employing Opportunistic Charging for Electric Taxicabs to Reduce Idle Time ↗ · 2018 · Li, Yan et al. · indexed
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Graph SLAM-Based 2.5D LIDAR Mapping Module for Autonomous Vehicles ↗ · 2021 · Aldibaja, Mohammad et al. · indexed
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Deep Smart Cities: A Review of Smart Cities Applications-Based an Inference of Deep Learning Upon IoT Devices ↗ · 2024 · Norah N. Alajlan et al. · indexed
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Towards Quantum-Accelerated Urban Systems: Integrating Quantum Computing into Saudi Smart City Megaprojects ↗ · 2025 · Alreshidi, Eissa · indexed
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Cost-Efficient and Grid-Friendly Energy Management of Electric Vehicle Fleets via Deep Q-Learning Optimization ↗ · 2025 · Li, Thomas Tongxin et al. · indexed
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Leveraging Machine Learning Analytics for Intelligent Transport System Optimization in Smart Cities ↗ · 2025 · Patil, Harsha et al. · indexed
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