Synthesis & Review

research agenda

Identification of research gaps and future directions: papers whose main contribution is articulating what is unknown, setting priorities for a field, workshop and consensus reports proposing research programs, position papers calling for study of an emerging issue.

276 paper(s) · newest first · see also all information types

1. Human factors research priorities for ADAS systems: a UK perspective ↗ · 2001 · Richardson, J.H. · indexed
2. Preface to the Special Issue on Human Factors and Advanced Vehicle Automation: Of Benefits, Barriers, and Bridges to Safe and Effective Implementation ↗ · 2020 · Horrey, William J. et al. · indexed
3. Current Status and Challenges in Usability Evaluation Research on Human–Machine Interaction in Intelligent Vehicles: A Systematic Review ↗ · 2025 · Zhou, Datao et al. · indexed
4. Beyond the hype: A critical look at the motivations driving automated driving systems research ↗ · 2024 · Almlöf, Erik · indexed
5. Commentary on Goodman, Tijerina, Bents, and Wierwille, "Using Cellular Telephones in Vehicles: Safe or Unsafe?" ↗ · 1999 · Moray, Neville · indexed
6. Integrative Framework and Future Prospects for Remote Driving Workload Research ↗ · 2025 · Luo, Fan et al. · indexed
7. What Is Going on? Situation Awareness on the Road ↗ · 2018 · Salmon, Paul M. et al. · indexed
8. Identifying Research Gaps Through Self-Driving Car Data Analysis ↗ · 2025 · Cummings, Mary L. et al. · indexed
9. Technologies for detecting and monitoring drivers' states: A systematic review ↗ · 2024 · AL-Quraishi, Maged S. et al. · indexed
10. Situation awareness on the road: review, theoretical and methodological issues, and future directions ↗ · 2012 · Salmon, Paul M. et al. · indexed
11. From Theory to Practice: A Thorough Examination and Future-Oriented Analysis of Driver Emotion Recognition ↗ · 2024 · Jiang, Long et al. · indexed
12. Vehicles of the Future: A Survey of Research on Safety Issues ↗ · 2016 · Bila, Cem et al. · indexed
13. Road Safety in Low-Income Countries: State of Knowledge and Future Directions ↗ · 2019 · Heydari, Shahram et al. · indexed
14. Designing for DSA in Future Road Transport Systems and Beyond ↗ · 2018 · Salmon, Paul M. et al. · indexed
15. Visualization Analysis of Automated Motorway Driving Studies Based on Mapping Knowledge Domain ↗ · 2024 · Hu, Shixinyue et al. · indexed
16. Taxonomy, Open Challenges, Motivations, and Recommendations in Driver Behavior Recognition: A Systematic Review ↗ · 2024 · al-qaysi, ziadoon · indexed
17. Future Directions for Older Driver Research ↗ · 2008 · Fildes, Brian N. · indexed
18. Cognitive Cars: A New Frontier for ADAS Research ↗ · 2011 · Li, Li et al. · indexed
19. Unsettled Issues in Balancing Virtual, Closed-Course, and Public-Road Testing of Automated Driving Systems ↗ · 2019 · Beiker, Sven · indexed
20. Unsettled Topics Concerning Sensors for Automated Road Vehicles ↗ · 2018 · Beiker, Sven · indexed
21. Three Decades of Driver Assistance Systems: Review and Future Perspectives ↗ · 2014 · Bengler, Klaus et al. · indexed
22. Social and behavioural questions associated with automated vehicles: a literature review ↗ · 2017 · Cavoli, Clémence et al. · indexed
23. What Researchers Need from Driving Simulator Systems: A Thematic Analysis of Expert Interviews ↗ · 2025 · Li, Stacey et al. · indexed
24. Drivers and automation: a systematic review on road suitability for assisted and partially/conditionally automated vehicles ↗ · 2026 · Karimi, Arastoo et al. · indexed
25. Where We Come from and Where We Are Going: A Systematic Review of Human Factors Research in Driving Automation ↗ · 2020 · Frison, Anna-Katharina et al. · indexed
26. Quo-Vadis Multi-Agent Automotive Research? Insights from a Participatory Workshop and Questionnaire ↗ · 2025 · Bazilinskyy, Pavlo et al. · indexed
27. 2017 Forum on the Impact of Vehicle Technologies and Automation on Users: A Summary Report · 2018 · AAA Foundation for Traffic Safety · archived
28. Literature review of driving fatigue research based on bibliometric analysis ↗ · 2024 · Guo, Fengxiang et al. · indexed
29. It Is Not Always Just One Road User: Workshop on Multi-Agent Automotive Research ↗ · 2024 · Bazilinskyy, Pavlo et al. · indexed
30. Enhancing transportation education to reflect technological advancements in connected and automated vehicles ↗ · 2026 · Lim, Jisoon et al. · indexed
31. Recommendations for research on drivers' behavioural adaptation and for the design and deployment of ADAS ↗ · 2013 · Fort, Alexandra et al. · indexed
32. Driver Drowsiness Detection with Intelligent Traffic and Rest spot Assistance ↗ · 2025 · S, Yoheswari et al. · indexed
33. Autonomous Driving - A Practical Roadmap ↗ · 2010 · Rupp, Jeffrey D. et al. · indexed
34. Milestones in Autonomous Driving and Intelligent Vehicles: Survey of Surveys · 2022 · Chen, Long et al. · archived
35. Collaborative Autonomous Driving—A Survey of Solution Approaches and Future Challenges ↗ · 2021 · Malik, Sumbal et al. · indexed
36. Operationalizing Dyadic Urban Traffic Interaction Studies: From Theory to Practice ↗ · 2025 · Dey, Debargha et al. · indexed
37. Preliminary Human Factors Review for the Intelligent Vehicle Initiative (Ivi) Program: Identification of Human Factors Research Needs · 1998 · Campbell, John L. et al. · archived
38. Improving Our Understanding of Driving Changes in Preclinical and Early Symptomatic Alzheimer’s Disease: The Role of Naturalistic Driving Studies ↗ · 2022 · Roe, Catherine M. · indexed
39. Breakthroughs in Vision and Visibility for Highway Safety: Workshop Summary Report, August 13-14, 2014 · 2015 · McInnis, Catherine et al. · archived
40. Next-Generation Driver Monitoring Systems: A Review of Multimodal Detection of Distraction, Drowsiness, and Sudden Medical Conditions ↗ · 2026 · Kazum, Hasan A. et al. · indexed
41. 2021 Virtual Forum on the Impact of Vehicle Technologies and Automation on Users: A Summary Report · 2022 · AAA Foundation for Traffic Safety · archived
42. A Bibliometric Review of Human Factors-Based In-Vehicle Human-Machine Interface Design ↗ · 2026 · Gao, Ya et al. · indexed
43. First international workshop on vehicle-highway automation : August 11-12, 1997 : San Diego, California, USA · 1997 · NHTSA · archived
44. A Landscape of Research on Bus Driver Behavior: Taxonomy, Open Challenges, Motivations, Recommendations, Limitations, and Pathways Solution in Future ↗ · 2021 · Mohammed, Ali et al. · indexed
45. Driver Behavior Modeling: Developments and Future Directions ↗ · 2016 · AbuAli, Najah et al. · indexed
46. Freeway Automation Policy Issues ↗ · 1988 · Johnston, Robert et al. · indexed
47. Conference proceedings of the Northeast Autonomous Vehicle Summit. · 2017 · Simler, Tara et al. · archived
48. Future directions for transportation safety research · 2005 · NHTSA · archived
49. A call to improve sampling methodology and reporting in young novice driver research ↗ · 2016 · Scott-Parker, B et al. · indexed
50. Driving Performance in Older Adults: Current Measures, Findings, and Implications for Roadway Safety ↗ · 2022 · Toups, Robert et al. · indexed
51. Human Factors Research on Future Automotive Instrumentation: A Progress Report ↗ · 1991 · Green, Paul et al. · indexed
52. Driving the analysis: An exciting opportunity for statistical innovation in driving research ↗ · 2018 · Albert, Paul S. · indexed
53. Research on Driver Emotion Monitoring and Regulation System in Intelligent Assisted Driving ↗ · 2024 · Su, Shujing et al. · indexed
54. Unsettled Issues in Determining Appropriate Modeling Fidelity for Automated Driving Systems Simulation ↗ · 2019 · Beiker, Sven · indexed
55. A Taxonomic Odyssey: Evolution, Criticisms, and Future Directions of Driving Automation Taxonomies – The Case of SAE J3016 ↗ · 2026 · Kim, Soyeon et al. · indexed
56. 2022 Forum on the Impact of Vehicle Technologies and Automation on Users: A Summary Report · 2022 · AAA Foundation for Traffic Safety · archived
57. The Naturalistic Study of Distracted Driving: Moving from Research to Practice ↗ · 2011 · Hanowski, Richard Joseph · indexed
58. Requirements on tomorrow's road infrastructure for highly automated driving ↗ · 2014 · Nitsche, Philippe et al. · indexed
59. IVI governance structure : enabling research and development · 1999 · Resendes, Ray · archived
60. Intelligent Vehicle Initiative Forum : proceedings · 1997 · NHTSA · archived
61. A Survey of Autonomous Driving: <i>Common Practices and Emerging Technologies</i> ↗ · 2020 · Yurtsever, Ekim et al. · indexed
62. Unsettled Issues in Remote Operation for On-road Driving Automation ↗ · 2021 · Beiker, Sven · indexed
63. Human Factors Research Recommendations for the Development of Design Guidelines for Advanced Traveler Information Systems ↗ · 1993 · Dingus, Thomas A. et al. · indexed
64. Considering knowledge gaps for automated driving in conventional traffic ↗ · 2016 · G, AROEN M et al. · indexed
65. Human factors research needs for the Intelligent Vehicle Initiative (IVI) program : summary report · 1998 · NHTSA · archived
66. Northeast Autonomous and Connected Vehicle Summit Report · 2018 · Jackson, Eric et al. · archived
67. Driven to distraction ↗ · 2015 · Strayer, DL et al. · indexed
68. Eye tracking use in researching driver distraction: A scientometric and qualitative literature review approach ↗ · 2019 · Cvahte Ojsteršek, Tina et al. · indexed
69. The use of meta-analysis or research synthesis to combine driving simulation or naturalistic study results on driver distraction ↗ · 2014 · Caird, Jeff K. et al. · indexed
70. Testing of Advanced Driver Assistance Towards Automated Driving: A Survey and Taxonomy on Existing Approaches and Open Questions ↗ · 2015 · Stellet, Jan Erik et al. · indexed
71. Automation of driving functions - future development, benefits and pitfalls ↗ · 2002 · Hahn, S. · indexed
72. Unsettled Issues Regarding Communication of Automated Vehicles with Other Road Users ↗ · 2020 · Beiker, Sven · indexed
73. Fast Lane - Exploring Human Behavior - Volume 19 · 2024 · NHTSA · archived
74. A Review of UTDrive Studies: Learning Driver Behavior From Naturalistic Driving Data ↗ · 2021 · Liu, Yongkang et al. · indexed
75. Looking at Humans in the Age of Self-Driving and Highly Automated Vehicles ↗ · 2016 · Ohn-Bar, Eshed et al. · indexed
76. Driver Behavior in Mixed Traffic with Autonomous Vehicles ↗ · 2026 · Rezwana, Saki et al. · indexed
77. Fully Autonomous Buses: A Literature Review and Future Research Directions ↗ · 2019 · Azad, Mojdeh et al. · indexed
78. 2018 Forum on the Impact of Vehicle Technologies and Automation on Vulnerable Road Users and Driver Behavior and Performance: A Summary Report · 2019 · AAA Foundation for Traffic Safety · archived
79. Exploratory Advanced Research Program [Brochure 2013] · 2013 · NHTSA · archived
80. Vulnerable road users and the coming wave of automated vehicles: Expert perspectives ↗ · 2021 · Tabone, Wilbert et al. · indexed
81. Human factors of automated driving systems: a compendium of lessons learned ↗ · 2021 · Biondi, Francesco N. et al. · indexed
82. Federal Highway Administration National Dialogue on Highway Automation: October 24-25, 2018 Operations Workshop Summary · 2019 · Kay, Michael et al. · archived
83. Federal Highway Administration National Dialogue on Highway Automation: June 26-27, 2018 Policy and Planning Workshop Summary · 2019 · Kim, Anita et al. · archived
84. Work domain analysis and intelligent transport systems: implications for vehicle design ↗ · 2007 · Salmon, Paul M. et al. · indexed
85. Current status and challenges in electroencephalography (EEG)-based driver fatigue detection: a comprehensive survey ↗ · 2025 · Hassan, Jahid et al. · indexed
86. Traffic Regulator Detection and Identification from Crowdsourced Data—A Systematic Literature Review ↗ · 2019 · Zourlidou, Stefania et al. · indexed
87. Beyond Traffic 2045 Reimagining Transportation: Technology, Disruptive Innovation, and the Future of Transportation · 2016 · Barami, Bahar et al. · archived
88. Fifty Years of Driving Safety Research ↗ · 2008 · Lee, John D. · indexed
89. Developing a Framework and Identifying Tools to Enhance ADAS Training, Information, and Education ↗ · 2024 · Mason, Justin et al. · indexed
90. Towards Autonomous Vehicles · 2013 · Schwarz, Chris et al. · archived
91. A Review of Automotive AR-HUD Interfaces Across Driver Roles and Vehicle Automation Levels ↗ · 2026 · Vezzani, Leonardo et al. · indexed
92. Research Needs in Roadway Automation Technology ↗ · 1989 · Shladover, Steven E. · indexed
93. A Comprehensive Review of Smart Emergency Vehicle Detection and Response Systems ↗ · 2025 · V K, Dileep et al. · indexed
94. Automated driving: Safety blind spots ↗ · 2017 · Noy, Ian Y. et al. · indexed
95. A Systematic Review of Takeover System Design in Highly Automated Driving ↗ · 2026 · Liu, Tianrui et al. · indexed
96. Book Review · 2005 · Brookhuis, Karel · archived
97. A Multidisciplinary Review of Machine Learning for Driver Distraction Prediction: Unveiling Challenges ↗ · 2025 · Aponso, Achala et al. · indexed
98. A Methodological Review of fNIRS in Driving Research: Relevance to the Future of Autonomous Vehicles ↗ · 2021 · Balters, Stephanie et al. · indexed
99. To What Extent do the Findings of Laboratory-Based Spatial Attention Research Apply to the Real-World Setting of Driving? ↗ · 2014 · Ho, Cristy et al. · indexed
100. Investigating Key Automated Vehicle Human Factors Safety Issues Related to Infrastructure: Summary of Stakeholder Workshop · 2020 · Roldan, Stephanie M. et al. · archived
101. Consumer Education and Training for Vehicle Automation: Outcomes from an Expert Workshop · 2024 · AAA Foundation for Traffic Safety · archived
102. Exploration into the Needs and Requirements of the Remote Driver When Teleoperating the 5G-Enabled Level 4 Automated Vehicle in the Real World—A Case Study of 5G Connected and Automated Logistics · 2023 · Li, Shuo et al. · archived
103. Shifting Gears: User Interfaces in the Age of Autonomous Driving ↗ · 2016 · Kun, Andrew L. et al. · indexed
104. Changing Lanes Toward Open Science: Openness and Transparency in Automotive User Research ↗ · 2024 · Ebel, Patrick et al. · indexed
105. Critical Issues in Driving Simulation Methods and Measures ↗ · 2004 · Caird, Jeff et al. · indexed
106. Technology Developments and Impacts of Connected and Autonomous Vehicles: An Overview ↗ · 2022 · Ahmed, Hafiz Usman et al. · indexed
107. A Comprehensive Survey on Vehicular Networking: Communications, Applications, Challenges, and Upcoming Research Directions ↗ · 2022 · Hussein, Nehad Hameed et al. · indexed
108. Driving automation forward : human factors for limited-ability autonomous driving systems. · 2010 · NHTSA · archived
109. Eco-Driving: A Scientometric and Bibliometric Analysis ↗ · 2022 · Chen, Zhijun et al. · indexed
110. International harmonized research activities report of working group on intelligent transport systems (ITS) ↗ · 2001 · Noy, Y. Ian · indexed
111. Autonomous vehicles: challenges, opportunities, and future implications for transportation policies · 2016 · Bagloee, Saeed Asadi et al. · archived
112. Autonomous driving in urban environments: approaches, lessons and challenges ↗ · 2010 · Campbell, Mark et al. · indexed
113. A Driver-to-Driver Communication Device to Improve Drivers' Interaction ↗ · 2014 · Lamas, Raphael et al. · indexed
114. Systematic Review Protocol on Mobile Physiological Monitoring Systems for Driver Fatigue Detection ↗ · 2025 · Scherz, Wilhelm Daniel et al. · indexed
115. A scoping review of women's experiences and barriers in automated vehicle research. · 2025 · Abusafia, AHA et al. · archived
116. Fast Lane - Exploring Human Behavior - Volume 21 · 2025 · NHTSA · archived
117. Safety and Human Factors Considerations in Connected and Automated Vehicles: Research Findings and Future Needs ↗ · 2024 · Yang, C. Y. David · indexed
118. Contextualizing Human—Automated Vehicle Interactions: A Socio-Ecological Framework ↗ · 2021 · Robert, Lionel Peter · indexed
119. Connected and Autonomous Vehicles 2040 Vision · 2014 · Mashayekh, Yeganeh et al. · archived
120. Advancing Driver Assistance Systems and Drowsiness Detection: Overcoming Challenges for Enhanced Road Safety ↗ · 2025 · George, Herbert et al. · indexed
121. Pedestrians’ Receptivity Toward Fully Automated Vehicles: Research Review and Roadmap for Future Research ↗ · 2018 · Deb, Shuchisnigdha et al. · indexed
122. Evaluation of Data Needs, Crash Surrogates, and Analysis Methods to Address Lane Departure Research Questions Using Naturalistic Driving Study Data ↗ · 2011 · National Academies of Sciences, Engineering, and Medicine · indexed
123. Autonomous Driving Systems: An Overview of Challenges in Safety, Reliability and Privacy ↗ · 2022 · Memon, Ruqaiyah et al. · indexed
124. Evidence-based and data-driven road safety management ↗ · 2015 · Wegman, Fred et al. · indexed
125. Integrated Capabilities in Heavy Vehicles: Human Factors Research Needs [Summary Report] · 1998 · NHTSA · archived
126. The Relevance of Australasian Road Safety Strategies in a Future Context · 2019 · Hughes, Brett et al. · archived
127. North American License Policies Workshop Recommendations · 2008 · AAA Foundation for Traffic Safety · archived
128. A state of science on highly automated driving ↗ · 2018 · Navarro, Jordan · indexed
129. Testing and Verification of Connected and Autonomous Vehicles: A Review ↗ · 2025 · Alemayehu, H Bedane et al. · indexed
130. A Panoramic Review of Situational Awareness Monitoring Systems ↗ · 2023 · Elshafei, Aly et al. · indexed
131. Do Researchers Use the Levels of Automation Appropriately? How Automation is Discussed in Research ↗ · 2023 · Parker, Jah’inaya et al. · indexed
132. Safety in Vehicle Platooning: A Systematic Literature Review · 2016 · Axelsson, Jakob · archived
133. Deep Learning for Safe Autonomous Driving: Current Challenges and Future Directions · 2020 · Muhammad, Khan et al. · archived
134. Augmenting Driver Awareness and Performance through Haptics, Assistive Controls, and Environment Perception ↗ · 2024 · Shata, Abdelrahman Ali Adel et al. · indexed
135. Vehicular Ad Hoc Networks (VANETs): Challenges and Perspectives ↗ · 2006 · Yousefi, Saleh et al. · indexed
136. Driving into the Digital Age: Understanding Communal Knowledge and Cybersecurity in Modern Vehicles ↗ · 2025 · Wong, Ronan et al. · indexed
137. Review and prospect of floating car data research in transportation ↗ · 2025 · Zhang, Chi et al. · indexed
138. Sensors and Sensing for Intelligent Vehicles ↗ · 2020 · Fernández Llorca, David et al. · indexed
139. Connected and automated driving: The Long Level 4 ↗ · 2023 · Mitteregger, Mathias et al. · indexed
140. Workshop to Review Problem-Behavior Research Programs: Pedestrian, Bicycle, and Pupil Transportation Safety · 1981 · Marks, M. E. (Mary E.) et al. · archived
141. Research on Older Adults’ Mobility: 2021 Summary Report · 2022 · Mastromatto, Tia et al. · archived
142. Second Workshop on Trust in the Age of Automated Driving ↗ · 2018 · Wintersberger, Philipp et al. · indexed
143. Policy challenges of increasing automation in driving ↗ · 2012 · Khan, Ata M. et al. · indexed
144. Methodology for Field Operational Tests of Automated Vehicles ↗ · 2016 · Barnard, Yvonne et al. · indexed
145. Keynote address: On the use of communication-based cooperative systems to improve situation awareness ↗ · 2010 · Rakotonirainy, Andry · indexed
146. Automated driving and autonomous functions on road vehicles ↗ · 2015 · Gordon, T.J. et al. · indexed
147. Fast Lane - Exploring Human Behavior - Volume 14 · 2021 · NHTSA · archived
148. Autonomous Driving Systems: A Preliminary Naturalistic Study of the Tesla Model S ↗ · 2017 · Endsley, Mica R. · indexed
149. State of the art of railway onboard systems for driver-machine cooperation ↗ · 2026 · Cahya, Zaid et al. · indexed
150. Preface to the Special Issue on Assessment and Effectiveness of Driver Monitoring Systems ↗ · 2023 · Biondi, Francesco et al. · indexed
151. Review of: "Longevity of Electric Vehicle Operations" · 2023 · Almeida, Luiz · archived
152. Driver Monitoring Systems: Advances, Challenges, and Future Directions in Noncontact Sensor Technologies: A Review ↗ · 2026 · Rahman, Anima et al. · indexed
153. A Literature Review on Challenges and Solutions for Smart and Sustainable Urban Mobility ↗ · 2026 · Verde, Antonio et al. · indexed
154. Advanced driver assistance systems - state of the art and the future. Results from the ATLANTIC project ↗ · 2004 · McDdonald, M. · indexed
155. Driving Future Vehicles ↗ · 1993 · Parkes, A M et al. · indexed
156. Autonomous Vehicle Safety, Security, and Energy Management: A Review, Challenges, and Solutions ↗ · 2023 · Peter, Onu et al. · indexed
157. Smart Technologies for Vehicle Safety and Driver Assistance ↗ · 2019 · Dimian, Mihai et al. · indexed
158. Special Issue “New Perspectives in Intelligent Transportation Systems and Mobile Communications towards a Smart Cities Context” ↗ · 2019 · Pau, Giovanni et al. · indexed
159. Human Research Program Space Human Factors Engineering (SHFE) Standing Review Panel (SRP) · 2009 · Wichansky, Anna M. et al. · archived
160. Effectiveness of road safety interventions: An evidence and gap map ↗ · 2024 · Goel, Rahul et al. · indexed
161. Review of Research on Fatigue Driving Detection Methods ↗ · 2024 · Qin, Yingna et al. · indexed
162. The Impact of Autonomous Vehicles on Safety, Economy, Society, and Environment ↗ · 2024 · Gherardini, Luca et al. · indexed
163. Übersicht und Trends bei der Fahrer Überwachung ↗ · 2025 · Walter, Nalita et al. · indexed
164. Can Driving Simulators Contribute to Solving Critical Issues in Geometric Design? ↗ · 2009 · Bella, Francesco · indexed
165. Preventive Driver Analysis System for Highway Hypnosis ↗ · 2026 · Sevdik, Bilge · indexed
166. Human Factors in Driving ↗ · 2023 · Donmez, Birsen et al. · indexed
167. Some Ergonosnic Features Of The Driver-Vehicle-Environment Interface ↗ · 1988 · Tarrière, C. et al. · indexed
168. Transportation Cyber-Physical Systems: Impacts on Humans ↗ · 2018 · Trapsilawati, Fitri et al. · indexed
169. Prospective memory in 2000: Past, present, and future directions ↗ · 2000 · Ellis, Judith et al. · indexed
170. Human Factors, Competencies, and System Interaction in Remotely Piloted Aircraft Systems ↗ · 2026 · Murray, John et al. · indexed
171. Technical Leadership Challenges for Highly Automated Driving: Technology Leadership Brief ↗ · 2012 · Schumacher, Christian et al. · indexed
172. Use of Virtual Reality for Automated Driving Simulation ↗ · 2025 · Tahmina, Tanjida et al. · indexed
173. Infrastructure requirements for the safe operation of automated vehicles: Opinions from experts and stakeholders ↗ · 2023 · Tengilimoglu, Oguz et al. · indexed
174. Workshop on Human-Vehicle-Environment Cooperation in Automated driving: The Next Stage of a Classic Topic ↗ · 2021 · Wang, Chao et al. · indexed
175. Analysis of Research for Fatigue Driving Detection in Complex Scenarios ↗ · 2025 · Min, Sirui · indexed
176. A Comprehensive Review: Analysis of Machine Learning, Deep Learning, and Large Language Model Techniques for Revolutionizing Driver Identification ↗ · 2024 · Sohail, Anwar Mehmood et al. · indexed
177. How Are Automation Failures Characterized in the Driving Domain? Insights From a Scoping Review ↗ · 2024 · Kanaan, Dina et al. · indexed
178. Subjective Importance of Advanced Driver Safety Assistance Technologies ↗ · 2020 · He, Ziliang et al. · indexed
179. Futuristic view of the Internet of Quantum Drones: Review, challenges and research agenda ↗ · 2022 · Kumar, Adarsh et al. · indexed
180. Mobile communications, driver distraction and vehicle accidents ↗ · 2001 · Murray, J. et al. · indexed
181. Moving From Piloted to Autonomous Operations: Investigating Human Factors Challenges in Urban Air Mobility ↗ · 2021 · Panesar, Karanvir et al. · indexed
182. The UAB University Transportation Center update : Vol. 4, No. 1. · 2010 · NHTSA · archived
183. Full-coverage collision warning : human factors research needs : summary report · 1998 · NHTSA · archived
184. Holistic HMI Design for Automated Vehicles: Bridging In-Vehicle and External Communication ↗ · 2023 · Dong, Haoyu et al. · indexed
185. External HMI for Automated Vehicles: Adding a Communication Perspective for all Road Users ↗ · 2022 · Gao, Ruolin et al. · indexed
186. Advanced traveler information system capabilities : human factors research needs : summary report · 1998 · NHTSA · archived
187. Cooperative Hub for Cooperative Research on Cooperatively Interacting Vehicles: Use Cases, Design and Interaction Patterns ↗ · 2024 · Flemisch, Frank et al. · indexed
188. Defining and Preparing a Challenge Problem for Cognitive Situation Awareness: Invited Extended Abstract ↗ · 2022 · Fouse, Scott et al. · indexed
189. 2nd Workshop on Multimodal Motion Sickness Detection and Mitigation Methods for Car Journeys - Finding Consensus in the Field · 2023 · Pöhlmann, Katharina Margareta Theresa et al. · archived
190. Challenges of Complex Software Development for Emerging Technologies in Automotive Industry: Bridging the Gap of Knowledge Between the Industry Practitioners ↗ · 2022 · Abdul Hamid, Umar Zakir et al. · indexed
191. Preparing a Nation for Autonomous Vehicles: Opportunities, Barriers and Policy Recommendations ↗ · 2014 · Fagnant, Daniel J. et al. · indexed
192. Formalisation and algorithmic approach to the automated driving validation problem ↗ · 2019 · Stellet, Jan Erik et al. · indexed
193. A Systematic Literature Review on Safety of the Intended Functionality for Automated Driving Systems · 2025 · Patel, Milin et al. · archived
194. Editorial: Advances in Planning for Emerging Transportation Technologies: Towards Automation, Connectivity, and Electric Propulsion · 2021 · Labi, Samuel et al. · archived
195. A Review of Fatigue Driving Detection Methods Based on Drivers' Facial Features ↗ · 2025 · Min, Sirui · indexed
196. PROTOCOL: Effectiveness of road safety interventions: An evidence and gap map ↗ · 2020 · Mohan, Dinesh et al. · indexed
197. Automated Driving: Human-Factors Issues and Design Solutions ↗ · 2012 · Saffarian, M. et al. · indexed
198. Driver Injury Severity in Road Accidents: A Comprehensive Review of Key Influencing Factors ↗ · 2026 · Lendo, Nyato et al. · indexed
199. Discussion of “some statistical challenges in automated driving systems” ↗ · 2023 · Guo, Feng · indexed
200. Graduated driver licensing research in 2003 and beyond ↗ · 2004 · Hedlund, James et al. · indexed
201. Theme issue on connected and automated road vehicles ↗ · 2020 · Kolmanovsky, Ilya et al. · indexed
202. Autonomous Ground Vehicles—Concepts and a Path to the Future ↗ · 2012 · Luettel, Thorsten et al. · indexed
203. Preparing for a Driverless Future · 2020 · Piatkowski, Daniel P et al. · archived
204. Development of a Test Track for Driverless Cars: Vehicle Design, Track Configuration, and Liability Considerations ↗ · 2017 · Szalay, Zsolt et al. · indexed
205. Opportunities and Challenges in Cooperative Road Vehicle Automation · 2021 · Shladover, Steven E. · archived
206. Application of proximal surrogate indicators for safety evaluation: A review of recent developments and research needs ↗ · 2017 · Mahmud, Shoaib et al. · indexed
207. Automated Road Transport Systems (ARTS)—The Safe Way to Integrate Automated Road Transport in Urban Areas · 2015 · Alessandrini, Adriano et al. · archived
208. Global wildlife roadkill research: a bibliometric synthesis of historical trends, thematic gaps, and future directions · 2025 · Sukhontapatipak, Chutamas et al. · archived
209. State of the Practice of Crash Reporting in the U.S. and Implications for CAV Safety Assessment · 2024 · Acharya, Sailesh et al. · archived
210. The Silent Contributors: A Qualitative Study to Bridge the Gap between Driver Behavior and Systemic Issues Interactions to Crashes ↗ · 2024 · Mortazavi, Seyed Meysam et al. · indexed
211. Towards Autonomous Driving: Technologies and Data for Vehicles-to-Everything Communication ↗ · 2024 · Ušinskis, Vygantas et al. · indexed
212. Vulnerability and resilience analysis of road network: A systematic literature review using Bibliometrix ↗ · 2025 · Bashir, Tahseen et al. · indexed
213. Why Driving Performance Measures Are Sometimes Not Accurate (and Methods to Check Accuracy) ↗ · 2007 · Green, Paul · indexed
214. USDOT’s Intelligent Transportation Systems (ITS) ITS strategic plan, 2015-2019. · 2014 · Barbaresso, Jim et al. · archived
215. Scenario-Function System for Automotive Intelligent Cockpits: Framework, Research Progress and Perspectives ↗ · 2024 · Chen, Hongchang et al. · indexed
216. A National Sleep Foundation's Conference Summary: The National Summit to Prevent Drowsy Driving and a New Call to Action · 2005 · Drobnich, Darrel · archived
217. The importance of transparency in naming conventions, designs, and operations of safety features: from modern ADAS to fully autonomous driving functions ↗ · 2022 · Murtaza, Mohsin et al. · indexed
218. A Taxonomy and Analysis of Misbehaviour Detection in Cooperative Intelligent Transport Systems: A Systematic Review ↗ · 2023 · Amanullah, Mohamed Ahzam et al. · indexed
219. Autonomous Driving as System of Systems: roadmap for accelerating development · 2019 · Assaad, Mohamad Ali et al. · archived
220. Dynamic mobility applications policy analysis : policy and institutional issues for enabling advanced traveler information services (EnableATIS). · 2014 · Bettisworth, Caitlin et al. · archived
221. Insights and Strategies for an Autonomous Vehicle With a Sensor Fusion Innovation: A Fictional Outlook ↗ · 2020 · Hafeez, Farrukh et al. · indexed
222. Setting the stage for autonomous cars: a pilot study of future autonomous driving experiences ↗ · 2015 · Pettersson, Ingrid et al. · indexed
223. A hybrid deep learning and knowledge graph framework for automated safety requirement inference: Combining BERTopic, RoBERTa, and graph-based reasoning ↗ · 2026 · Liu, KunYang et al. · indexed
224. Empirical analysis of social implications during the development of automated driving ↗ · 2024 · Brüggemann, Nuria et al. · indexed
225. Taming the eHMI jungle: A classification taxonomy to guide, compare, and assess the design principles of automated vehicles' external human-machine interfaces ↗ · 2020 · Dey, Debargha et al. · indexed
226. Editorial to the Special Issue on Road User Interactions in the Age of Vehicle Automation ↗ · 2026 · Lee, Yee Mun et al. · indexed
227. Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions ↗ · 2024 · Atakishiyev, Shahin et al. · indexed
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229. Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions ↗ · 2024 · Atakishiyev, Shahin et al. · indexed
230. A Comprehensive Survey of Driving Monitoring and Assistance Systems ↗ · 2019 · Khan, Muhammad Qasim et al. · indexed
231. Preparing for the Future of Transportation: Automated Vehicles 3.0 · 2018 · NHTSA · archived
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233. Research on World Models for Connected Automated Driving: Advances, Challenges, and Outlook ↗ · 2025 · Chen, Nuo et al. · indexed
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236. Review of: "Can Human Drivers and Connected Autonomous Vehicles Co-exist in Lane-Free Traffic? A Microscopic Simulation Perspective" · 2025 · Bakibillah, A. S.M. · archived
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242. Expert Drivers’ Prospective Thinking-Aloud to Enhance Automated Driving Technologies – Investigating Uncertainty and Anticipation in Traffic ↗ · 2020 · Grahn, Hilkka et al. · indexed
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248. Study on Data-Driven Scenario Construction for Autonomous Driving Testing ↗ · 2025 · Hossain, Arif · indexed
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254. Human-Centred Classification of Remote Operation Intervention Scenarios for Automated Vehicles ↗ · 2026 · Medojevic, Marko et al. · indexed
255. The Impact of Autonomous Vehicle Popularization on Safety, Comfort, and Overall Traffic Development ↗ · 2024 · Liu, Guanzheng · indexed
256. Exploring train driving automation and signaling interaction ↗ · 2025 · Urassa, Patrick · indexed
257. Motion Planning for Autonomous Driving: The State of the Art and Future Perspectives · 2023 · Teng, Siyu et al. · archived
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259. Smart Roads: An Overview of What Future Mobility Will Look Like ↗ · 2020 · Trubia, Salvatore et al. · indexed
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261. A Survey on Cooperative Longitudinal Motion Control of Multiple Connected and Automated Vehicles ↗ · 2019 · Wang, Ziran et al. · indexed
262. Surveying Florida MPO readiness to incorporate innovative technologies into long range transportation plans : draft final report. · 2016 · Srinivasan, Sivaramakrishnan et al. · archived
263. How Reporters Can Evaluate Automated Driving Announcements ↗ · 2020 · Walker Smith, Bryant · indexed
264. Autonomous Road Vehicles: Challenges for Urban Planning in European Cities ↗ · 2019 · Gavanas, Nikolaos · indexed
265. Workshop on User-Centered Design for Automated Driving Systems ↗ · 2017 · Frison, Anna-Katharina et al. · indexed
266. Policy pathways to vehicle automation: Industry perspectives on the role of public policy in autonomous vehicle development ↗ · 2013 · Baker, Richard T. et al. · indexed
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268. Where Is Computing Driving Cars? ↗ · 2001 · Walker, Guy H. et al. · indexed
269. Behind the Wheel in the Driverless City ↗ · 2023 · Leon, Luis F. Alvarez · indexed
270. A Takeover Framework for Autonomous Vehicles to Enhance Safety and Driving Experience ↗ · 2025 · Chavan, Shakti et al. · indexed
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272. Connected and Automated Future of Transportation for Kansas [Technical Summary] · 2023 · Aziz, H.M. Abdul et al. · archived
273. Driving for Big Data? Privacy Concerns in Vehicular Networking ↗ · 2014 · Eckhoff, David et al. · indexed
274. Workshop on Multimodal Motion Sickness Detection and Mitigation Methods for Car Journeys · 2022 · Pöhlmann, Katharina Margareta Theresa et al. · archived
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276. 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