Research

In-Vehicle Tech & HMI

Interfaces, ADAS, automation, driver-state monitoring.

Categories in this area

Overlaps with other areas

Categories filed elsewhere whose papers overlap this area. The evidence is the measured co-occurrence; a curated entry is one kept by domain judgement below the threshold, and says so.

human_factors_general is homed here rather than under foundations. This deliberately disagrees with _taxonomy.yaml axes.topic.tiers.foundational, which lists it as foundational — tier and area are separate lenses on separate fields, and both stand. OPEN: driver_state_monitoring (6,400 papers) has no measured affinity to any other member of this area. Its strongest pair by far is fatigue (5.00x, 1,510 papers — the strongest either category has), then distraction (2.41x, 1,128). It sits here by inheritance, not evidence, and wants either a home under a renamed fatigue area or an area of its own. Left in place pending the owner's call.

drowsiness detection algorithms 3373automation 2496distraction detection algorithms 2403automation surprise 2172acceptance adoption 1515gaze based attention detection 1297driverless ads 1136ehmi external hmi 923v2x connected vehicle 906dms validation 827takeover transitions 793trust calibration 763hud ar windshield 716mobile phones 704mode awareness 699automation complacency bias 680adas effectiveness 601teleoperation remote driving 563passenger motion sickness comfort 551haptic feedback 504hands on hands off engagement 501feedback modes 452control interfaces 439auditory warnings 359trust in automation foundations 329voice interaction 294multimodal feedback 264odd communication 264in vehicle displays 254alcohol detection systems 245generative ai voice assistants 211nav systems 211dms regulation 158infotainment 116warning design 105display design 54smartphone integration carplay aa 10

Relevant standards

  • ADR 108/00 — Australian Design Rule 108/00 – Reversing Technologies
  • ADR 18/03 — Australian Design Rule 18/03 – Instrumentation
  • ADR 42/05 — Australian Design Rule 42/05 – General Safety Requirements
  • ADR 97/00 — Australian Design Rule 97/00 – Advanced Emergency Braking for Omnibuses, and Medium and Heavy Goods Vehicles
  • ADR 98/01 — Australian Design Rule 98/01 – Advanced Emergency Braking for Passenger Vehicles and Light Goods Vehicles
  • ADR 99/00 — Australian Design Rule 99/00 – Lane Departure Warning Systems
  • Alliance Driver Focus-Telematics Guidelines (2006 update) — Statement of Principles, Criteria and Verification Procedures on Driver Interactions with Advanced In-Vehicle Information and Communication Systems
  • Auto Innovators Level 2 Driver Monitoring Principles (2021) — Level 2 Driver Monitoring Principles
  • CMVSS 101 — Controls, Tell-tales, Indicators and Sources of Illumination
  • CMVSS 111 — Mirrors and Visibility Systems
  • Commission Delegated Regulation (EU) 2021/1243 — Commission Delegated Regulation (EU) 2021/1243 supplementing Regulation (EU) 2019/2144 by laying down detailed rules concerning the alcohol interlock installation facilitation in motor vehicles
  • Commission Delegated Regulation (EU) 2021/1341 — Commission Delegated Regulation (EU) 2021/1341 of 23 April 2021 supplementing Regulation (EU) 2019/2144 of the European Parliament and of the Council by laying down detailed rules concerning the specific test procedures and technical requirements for the type-approval of motor vehicles with regard to their driver drowsiness and attention warning systems and amending that Regulation
  • Commission Delegated Regulation (EU) 2021/1958 — Commission Delegated Regulation (EU) 2021/1958 supplementing Regulation (EU) 2019/2144 by laying down detailed rules concerning the specific test procedures and technical requirements for the type-approval of motor vehicles with regard to their intelligent speed assistance systems
  • Commission Delegated Regulation (EU) 2022/545 — Commission Delegated Regulation (EU) 2022/545 supplementing Regulation (EU) 2019/2144 by laying down detailed rules concerning the specific test procedures and technical requirements for the type-approval of motor vehicles with regard to their event data recorder and for the type-approval of those systems as separate technical units
  • Commission Delegated Regulation (EU) 2023/2590 — Commission Delegated Regulation (EU) 2023/2590 of 13 July 2023 supplementing Regulation (EU) 2019/2144 of the European Parliament and of the Council by laying down detailed rules concerning the specific test procedures and technical requirements for the type-approval of certain motor vehicles with regard to their advanced driver distraction warning systems and amending that Regulation
  • Commission Implementing Regulation (EU) 2021/646 — Commission Implementing Regulation (EU) 2021/646 laying down rules for the application of Regulation (EU) 2019/2144 as regards uniform procedures and technical specifications for the type-approval of motor vehicles with regard to their emergency lane-keeping systems (ELKS)
  • Commission Implementing Regulation (EU) 2024/1721 — Commission Implementing Regulation (EU) 2024/1721 of 19 June 2024 laying down rules for the application of Regulation (EU) 2019/2144 of the European Parliament and of the Council as regards uniform procedures and technical specifications for the type-approval of the intelligent speed assistance system, the driver drowsiness and attention warning system, the event data recorder, the alcohol interlock installation facilitation and the advanced driver distraction warning system
  • Commission Recommendation 2000/53/EC (recommendation 32000H0053) — Commission Recommendation of 21 December 1999 on safe and efficient in-vehicle information and communication systems: A European statement of principles on human machine interface
  • Commission Recommendation 2007/78/EC — Commission recommendation of 22 December 2006 on safe and efficient in-vehicle information and communication systems: update of the European Statement of Principles on human machine interface
  • Commission Recommendation 2008/653/EC — Commission Recommendation of 26 May 2008 on safe and efficient in-vehicle information and communication systems: update of the European Statement of Principles on human-machine interface
  • EN 50436-1:2023 — Alcohol interlocks - Test methods and performance requirements - Part 1: Instruments having a mouthpiece and measuring breath alcohol for drink-driving-offender programs and general preventive use
  • EN 50436-2:2014 — Alcohol interlocks - Test methods and performance requirements - Part 2: Instruments having a mouthpiece and measuring breath alcohol for general preventive use
  • Euro NCAP Assessment Protocol - SA - Safe Driving (v10.4) — Euro NCAP Assessment Protocol - SA - Safe Driving
  • Euro NCAP Assessment Protocol – Vulnerable Road User Protection v11.4 — Euro NCAP Assessment Protocol – Vulnerable Road User Protection
  • Euro NCAP Assisted Driving — Highway Assist Systems — Test & Assessment Protocol v1.1 (Implementation 2023) — Assisted Driving — Highway Assist Systems — Test & Assessment Protocol
  • Euro NCAP Safe Driving - Driver Engagement Protocol (v1.1) — Euro NCAP Safe Driving Driver Engagement Protocol
  • Euro NCAP Safe Driving - Occupant Monitoring Protocol (v1.1) — Euro NCAP Safe Driving Occupant Monitoring Protocol
  • Euro NCAP Test Protocol – AEB Car-to-Car Systems v4.3.1 — Euro NCAP Test Protocol – AEB Car-to-Car systems
  • Euro NCAP Test Protocol – AEB/LSS VRU Systems v4.5.1 — Euro NCAP Test Protocol – AEB/LSS VRU systems
  • Euro NCAP Test Protocol – Lane Support Systems v4.2 — Euro NCAP Test Protocol – Lane Support Systems
  • Euro NCAP Test and Assessment Protocol – Child Presence Detection v1.3 — Euro NCAP Test and Assessment Protocol – Child Presence Detection
  • FMVSS 101 — Controls and Displays
  • FMVSS 102 — Standard No. 102; Transmission shift position sequence, starter interlock, and transmission braking effect
  • FMVSS 138 — Standard No. 138; Tire pressure monitoring systems
  • GB/T 20608-2006 — Intelligent transportation systems — Adaptive cruise control systems — Performance requirements and test procedures
  • GB/T 26773-2011 — Intelligent transport systems — Lane departure warning systems — Performance requirements and test procedures
  • GB/T 33577-2017 — Intelligent transportation systems — Forward vehicle collision warning systems — Performance requirements and test procedures
  • GB/T 39263-2020 — Road vehicles—Advanced driver assistance systems—Terms and definitions
  • GB/T 39265-2020 — Road vehicles — Performance requirements and testing methods for blind spot detection (BSD) system
  • GB/T 39323-2020 — Performance requirement and testing method for lane keeping assist (LKA) system of passenger cars
  • GB/T 39901-2021 — Performance requirements and test methods for advanced emergency braking system (AEBS) of passenger cars
  • GB/T 40429-2021 — Taxonomy of driving automation for vehicles
  • GB/T 41796-2022 — Performance requirements and test methods for lane keeping assist system of commercial vehicles
  • GB/T 41797-2022 — Performance requirements and test methods for driver attention monitoring system
  • GB/T 44721-2024 — Intelligent and connected vehicle—General technical requirements for automated driving system
  • IIHS Pedestrian Automatic Emergency Braking Test Protocol — Pedestrian Automatic Emergency Braking Test Protocol (Version IV)
  • IIHS Safeguards For Partial Driving Automation — Test Protocol and Rating Guidelines, Version I (March 2024) — Safeguards For Partial Driving Automation Test Protocol and Rating Guidelines
  • IIHS Vehicle-to-Vehicle Front Crash Prevention 2.0 Test Protocol — Vehicle-to-Vehicle Front Crash Prevention 2.0 Test Protocol (Version II)
  • ISO 11067:2015 — Intelligent transport systems — Curve speed warning systems (CSWS) — Performance requirements and test procedures
  • ISO 11270:2014 — Intelligent transport systems — Lane keeping assistance systems (LKAS) — Performance requirements and test procedures
  • ISO 11428:1996 — Ergonomics — Visual danger signals — General requirements, design and testing
  • ISO 11429:1996 — Ergonomics — System of auditory and visual danger and information signals
  • ISO 12214:2018 — Road vehicles — Direction-of-motion stereotypes for automotive hand controls
  • ISO 15005:2017 — Road vehicles — Ergonomic aspects of transport information and control systems — Dialogue management principles and compliance procedures
  • ISO 15006:2011 — Road vehicles — Ergonomic aspects of transport information and control systems — Specifications for in-vehicle auditory presentation
  • ISO 15007-1:2014 — Road vehicles — Measurement of driver visual behaviour with respect to transport information and control systems — Part 1: Definitions and parameters
  • ISO 15008:2017 — Road vehicles — Ergonomic aspects of transport information and control systems — Specifications and test procedures for in-vehicle visual presentation
  • ISO 15622:2018 — Intelligent transport systems — Adaptive cruise control systems — Performance requirements and test procedures
  • ISO 15623:2013 — Intelligent transport systems — Forward vehicle collision warning systems — Performance requirements and test procedures
  • ISO 16121-1:2012 — Road vehicles — Ergonomic requirements for the driver's workplace in line-service buses — Part 1: General description, basic requirements
  • ISO 16121-3:2011 — Road vehicles — Ergonomic requirements for the driver's workplace in line-service buses — Part 3: Information devices and controls
  • ISO 16505:2019 — Road vehicles — Ergonomic and performance aspects of Camera Monitor Systems — Requirements and test procedures
  • ISO 16505:2019/Amd 1:2021 — Road vehicles — Ergonomic and performance aspects of Camera Monitor Systems — Requirements and test procedures — Amendment 1: ORP, FeV, MTF10MIN(1:1)/hor, MTF10MIN(1:1)/ver
  • ISO 17287:2003 — Road vehicles — Ergonomic aspects of transport information and control systems — Procedure for assessing suitability for use while driving
  • ISO 17361:2017 — Intelligent transport systems — Lane departure warning systems — Performance requirements and test procedures
  • ISO 17386:2023 — Intelligent transport systems — Manoeuvring aids for low-speed operation (MALSO) — Performance requirements and test procedures
  • ISO 17387:2008 — Intelligent transport systems — Lane change decision aid systems (LCDAS) — Performance requirements and test procedures
  • ISO 18682:2016 — Intelligent transport systems — External hazard detection and notification systems — Basic requirements
  • ISO 19237:2017 — Intelligent transport systems — Pedestrian detection and collision mitigation systems (PDCMS) — Performance requirements and test procedures
  • ISO 19638:2018 — Intelligent transport systems — Road boundary departure prevention systems (RBDPS) — Performance requirements and test procedures
  • ISO 20035:2019 — Intelligent transport systems — Cooperative adaptive cruise control systems (CACC) — Performance requirements and test procedures
  • ISO 20901:2020 — Intelligent transport systems — Emergency electronic brake light systems (EEBL) — Performance requirements and test procedures
  • ISO 21202:2020 — Intelligent transport systems — Partially automated lane change systems (PALS) — Functional / operational requirements and test procedures
  • ISO 21717:2018 — Intelligent transport systems — Partially Automated In-Lane Driving Systems (PADS) — Performance requirements and test procedures
  • ISO 22078:2020 — Intelligent transport systems — Bicyclist detection and collision mitigation systems (BDCMS) — Performance requirements and test procedures
  • ISO 22178:2009 — Intelligent transport systems — Low speed following (LSF) systems — Performance requirements and test procedures
  • ISO 22179:2009 — Intelligent transport systems — Full speed range adaptive cruise control (FSRA) systems — Performance requirements and test procedures
  • ISO 22737:2021 — Intelligent transport systems — Low-speed automated driving (LSAD) systems for predefined routes — Performance requirements, system requirements and performance test procedures
  • ISO 22839:2013 — Intelligent transport systems — Forward vehicle collision mitigation systems — Operation, performance, and verification requirements
  • ISO 22840:2010 — Intelligent transport systems — Devices to aid reverse manoeuvres — Extended-range backing aid systems (ERBA)
  • ISO 23375:2023 — Intelligent transport systems — Collision evasive lateral manoeuvre systems (CELM) — Requirements and test procedures
  • ISO 23376:2021 — Intelligent transport systems — Vehicle-to-vehicle intersection collision warning systems (VVICW) — Performance requirements and 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 2575:2021 — Road vehicles — Symbols for controls, indicators and tell-tales
  • ISO 2575:2021/Amd 1:2024 — Road vehicles — Symbols for controls, indicators and tell-tales — Amendment 1
  • ISO 26684:2015 — Intelligent transport systems (ITS) — Cooperative intersection signal information and violation warning systems (CIWS) — Performance requirements and test procedures
  • 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 3958:1996 — Passenger cars — Driver hand-control reach
  • ISO 4040:2009 — Road vehicles — Location of hand controls, indicators and tell-tales in motor vehicles
  • ISO 4513:2022 — Road vehicles — Visibility — Method for establishment of eyellipses for driver's eye location
  • ISO 7731:2003 — Ergonomics — Danger signals for public and work areas — Auditory danger signals
  • ISO 9921:2003 — Ergonomics — Assessment of speech communication
  • ISO/DIS 23792-2 — Intelligent transport systems — Motorway chauffeur systems (MCS) — Part 2: Requirements and test procedures for discretionary lane change
  • ISO/PAS 11585:2023 — Road vehicles — Partial driving automation — Technical characteristics of conditional hands-free driving systems
  • ISO/TR 12204:2012 — Road vehicles — Ergonomic aspects of transport information and control systems — Introduction to integrating safety critical and time critical warning signals
  • ISO/TR 16352:2005 — Road vehicles — Ergonomic aspects of in-vehicle presentation for transport information and control systems — Warning systems
  • ISO/TR 21959-1:2020 — Road vehicles — Human performance and state in the context of automated driving — Part 1: Common underlying concepts
  • ISO/TR 21959-2:2020 — Road vehicles — Human performance and state in the context of automated driving — Part 2: Considerations in designing experiments to investigate transition processes
  • ISO/TR 23049:2018 — Road vehicles — Ergonomic aspects of external visual communication from automated vehicles to other road users
  • ISO/TS 15007-2:2014 — Road vehicles — Measurement of driver visual behaviour with respect to transport information and control systems — Part 2: Equipment and procedures
  • ISO/TS 16951:2021 — Road vehicles — Ergonomic aspects of transport information and control systems (TICS) — Procedures for determining priority of on-board messages presented to drivers
  • ISO/TS 21957:2023 — Road vehicles — Visibility — Specifications and test procedures for head-up displays (HUD)
  • ISO/TS 23792-1:2023 — Intelligent transport systems — Motorway chauffeur systems (MCS) — Part 1: Framework and general requirements
  • ISO/TS 8231:2025 — Road vehicles — Visibility — Requirements and recommendations for automotive interior display systems
  • JAMA Guidelines for In-vehicle Display Systems — Version 3.0 — Guidelines for In-vehicle Display Systems — Version 3.0
  • JIS D 0021:1998 — Eye range of drivers for automobiles
  • JIS D 0032:2011 — Road vehicles — Symbols for controls, indicators and tell-tales
  • JNCAP Autonomous Emergency Braking System [Pedestrian daytime] Performance Testing Method (R7-09) — JNCAP — Autonomous Emergency Braking System [for Pedestrian daytime] Performance Testing Method
  • JNCAP Lane Departure Prevention System Performance Testing Method (R7-14) — JNCAP — Lane Departure Prevention System, etc. — Performance Testing Methods
  • JNCAP Preventive Safety Performance Assessment Procedures — Japan New Car Assessment Program (JNCAP) — Vehicle Safety Performance Evaluation Procedures (Preventive Safety Performance Assessment)
  • KMVSS Article 14-2 (제14조의2) — Korea Motor Vehicle Safety Standards — Lane Departure Warning Device (차로이탈경고장치 / LDWS)
  • KMVSS Article 15-3 (제15조의3) — Korea Motor Vehicle Safety Standards — Emergency Autonomous Braking System (비상자동제동장치 / AEBS)
  • KNCAP — Accident-Prevention (Active) Safety Assessment — Korea New Car Assessment Program — Accident-Prevention Safety Assessment (사고예방안전성)
  • MLIT Notice (2016): Existing 'Automated Driving' Functions Are Not Fully Automated — MLIT — The existing 'Automated Driving' Functions Are Not Fully Automated!
  • MLIT Study Group Final Report on Measures to Ensure Safety Performance of Automated Vehicles (2025) — MLIT — Final Report, Study Group on Measures to Ensure Safety Performance of Automated Vehicles
  • NHTSA Driver Distraction Guidelines — Phase 2 (Portable/Aftermarket) — Visual-Manual NHTSA Driver Distraction Guidelines for Portable and Aftermarket Devices
  • NHTSA NCAP Final Decision Notice — Advanced Driver Assistance Systems and Roadmap (2024) — New Car Assessment Program; Final Decision Notice — Advanced Driver Assistance Systems and Roadmap
  • NHTSA NCAP Request for Comments (2022) — Proposed ADAS Additions and Test Procedures — New Car Assessment Program (Request for Comments, 9 March 2022)
  • NHTSA Visual-Manual Driver Distraction Guidelines (2013) — Visual-Manual NHTSA Driver Distraction Guidelines for In-Vehicle Electronic Devices
  • Regulation (EU) 2019/2144 — Regulation (EU) 2019/2144 of the European Parliament and of the Council on type-approval requirements for motor vehicles and their trailers as regards their general safety and the protection of vehicle occupants and vulnerable road users (General Safety Regulation II)
  • SAE J1052 — Motor Vehicle Driver and Passenger Head Position
  • SAE J1100 — Motor Vehicle Dimensions
  • SAE J1138 — Design Criteria - Driver Hand Controls Location for Passenger Cars, Multipurpose Passenger Vehicles, and Trucks (10,000 GVW and Under)
  • SAE J1139 — Direction-of-Motion Stereotypes for Automotive Hand Controls
  • SAE J1516 — Accommodation Tool Reference Point for Class B Vehicles
  • SAE J1517 — Driver Selected Seat Position for Class B Vehicles - Seat Track Length and SgRP
  • SAE J1757/1 — Standard Metrology for Vehicular Displays
  • SAE J1757/2 — Optical System HUD for Automotive
  • SAE J2364 — Navigation and Route Guidance Function Accessibility While Driving
  • SAE J2365 — Calculation and Measurement of the Time to Complete In-Vehicle Navigation and Route Guidance Tasks
  • SAE J2395 — ITS In-Vehicle Message Priority
  • SAE J2399 — Adaptive Cruise Control (ACC) Operating Characteristics and User Interface
  • SAE J2400 — Human Factors in Forward Collision Warning Systems: Operating Characteristics and User Interface Requirements
  • SAE J2402 — Road Vehicles - Symbols for Controls, Indicators, and Tell-Tales
  • SAE J2802 — Blind Spot Monitoring System (BSMS): Operating Characteristics and User Interface
  • SAE J2808 — Lane Departure Warning Systems: Information for the Human Interface
  • SAE J2830 — Process for Comprehension Testing of In-Vehicle Icons
  • SAE J2831 — Development of Design and Engineering Recommendations for In-Vehicle Alphanumeric Messages
  • SAE J287 — Driver Hand Control Reach
  • 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 J3029 — Forward Collision Warning and Automatic Emergency Braking Test Procedure and Minimum Performance Requirements — Truck and Bus
  • SAE J3045 — Truck and Bus Lane Departure Warning Systems Test Procedure and Minimum Performance Requirements
  • SAE J3048 — Driver-Vehicle Interface Considerations for Lane Keeping Assistance Systems
  • SAE J3063 — Active Safety Systems Terms and Definitions
  • SAE J3087 — Automatic Emergency Braking (AEB) System Performance Testing
  • SAE J3088 — Active Safety System Sensors
  • SAE J3113 — Principles and Process for Developing Icons for Electronic Displays
  • SAE J3114 — Human Factors Definitions for Automated Driving and Related Research Topics
  • SAE J3131 — Definitions for Terms Related to Automated Driving Systems Reference Architecture
  • SAE J3134 — Automated Driving System (ADS) Marker Lamp
  • SAE J3155 — Camera Monitor Systems Test Protocols and Performance Requirements
  • SAE J3197 — Automated Driving System Data Logger
  • SAE J3206 — Taxonomy and Definition of Safety Principles for Automated Driving System (ADS)
  • SAE J3214 — Breath-Based Alcohol Detection System
  • SAE J3216 — Taxonomy and Definitions for Terms Related to Cooperative Driving Automation for On-Road Motor Vehicles
  • SAE J3240 — Passenger Vehicle Lane Departure Warning, Lane Keeping Assistance, and Lane Centering Assistance Systems Test Procedure
  • SAE J3259 — Taxonomy and Definitions for Operational Design Domain (ODD) for Driving Automation Systems
  • SAE J4002 — H-Point Machine (HPM-II) Specifications and Procedure for H-Point Determination — Auditing Vehicle Seats
  • SAE J826 — Devices for Use in Defining and Measuring Vehicle Seating Accommodation
  • UN ECE R121 — Uniform provisions concerning the approval of vehicles with regard to the location and identification of hand controls, tell-tales and indicators
  • UN ECE R131 — Uniform provisions concerning the approval of motor vehicles with regard to Advanced Emergency Braking Systems (AEBS)
  • UN ECE R141 — Uniform provisions concerning the approval of vehicles with regard to their Tyre Pressure Monitoring Systems (TPMS)
  • UN ECE R151 — Uniform provisions concerning the approval of motor vehicles with regard to the Blind Spot Information System for the Detection of Bicycles
  • UN ECE R152 — Uniform provisions concerning the approval of motor vehicles with regard to the Advanced Emergency Braking System (AEBS) for M1 and N1 vehicles
  • UN ECE R157 — Uniform provisions concerning the approval of vehicles with regard to Automated Lane Keeping Systems
  • UN ECE R159 — Uniform provisions concerning the approval of motor vehicles with regard to the Moving Off Information System for the Detection of Pedestrians and Cyclists
  • UN ECE R160 — Uniform provisions concerning the approval of motor vehicles with regard to the Event Data Recorder
  • UN ECE R182 (draft) — Proposal for a new UN Regulation No. [182] on uniform provisions concerning the approval of motor vehicles with regard to their Driver Drowsiness and Attention Warning (DDAW) system
  • UN ECE R183 (draft) — Proposal for a new UN Regulation No. [183] on uniform provisions concerning the approval of a vehicle type with regard to an Advanced Driver Distraction Warning (ADDW) system
  • UN ECE R28 — Uniform provisions concerning the approval of audible warning devices and of motor vehicles with regard to their audible signals
  • UN ECE R39 — Uniform provisions concerning the approval of vehicles with regard to the speedometer and odometer equipment including its installation
  • UN ECE R46 — Uniform provisions concerning the approval of devices for indirect vision and of motor vehicles with regard to the installation of these devices
  • UN ECE R79 — Uniform provisions concerning the approval of vehicles with regard to steering equipment
  • UN GTR No. 8 — Electronic Stability Control Systems

17018 paper(s) · ranked by relevance to this area

  1. Customer Intentions Towards Autonomous Vehicles in South Africa: An Extended UTAUT Model · 2020 · MORRISON, GORDON MACKAY et al. · indexed
  2. User Acceptance of Adoption of Autonomous Vehicles · 2023 · Alshkeili, Afnan et al. · indexed
  3. Understanding the Messages Conveyed by Automated Vehicles · 2019 · Lee, Yee Mun et al. · indexed
  4. External HMI for self-driving vehicles: Which information shall be displayed? · 2020 · Faas, Stefanie M. et al. · indexed
  5. A Survey on Remote Operation of Road Vehicles · 2022 · Amador, Oscar et al. · archived
  6. Media Influence, Trust, and the Public Adoption of Automated Vehicles · 2021 · Lee, Jaeyoung et al. · indexed
  7. Teleoperation · 2019 · Neumeier, Stefan et al. · indexed
  8. Drowsiness monitoring based on driver and driving data fusion · 2011 · Daza, Iván García et al. · archived
  9. Principles for External Human–Machine Interfaces · 2023 · Wilbrink, Marc et al. · archived
  10. Driver Distraction Detection Methods: A Literature Review and Framework · 2021 · Kashevnik, Alexey et al. · archived
  11. Driving Simulator Experiment on Automation Surprise · 2016 · KAWAMOTO, Hiromichi et al. · indexed
  12. Automotive UI for Controllability and Safe Transitions of Control · 2018 · Borojeni, Shadan Sadeghian et al. · indexed
  13. Changes in Trust after Driving Level 2 Automated Cars · 2018 · Walker, Francesco et al. · indexed
  14. Drowsiness Detection and Alarming System · 2025 · Girijannavar, Laxmi R et al. · archived
  15. Survey on Teleoperation Concepts for Automated Vehicles · 2022 · Majstorovic, Domagoj et al. · archived
  16. A system design for automotive augmented reality using stereo night vision · 2014 · Hosseini, Amin et al. · indexed
  17. Driving simulator study of driver behavior while using head-up display · 2015 · Sato, Toshihisa et al. · indexed
  18. Hazard Analysis of Action Loops for Automated Vehicle Remote Operation · 2021 · Kamaraj, Amudha V. et al. · indexed
  19. Assessing public perception of self-driving cars · 2019 · Hewitt, Charlie et al. · indexed
  20. A Survey on State-of-the-Art Drowsiness Detection Techniques · 2019 · Ramzan, Muhammad et al. · archived
  21. Analysis of Driver Drowsiness Detection using EEG and EOG · 2018 · K Firke, Omprakash et al. · archived
  22. Detecting Driver Fatigue With Eye Blink Behavior · 2024 · Akin, Ali et al. · archived
  23. Body Pose and Context Information for Driver Secondary Task Detection · 2018 · Martin, Manuel et al. · indexed
  24. Drowsiness Detection System Based on PERCLOS and Facial Physiological Signal · 2022 · Chang, Robert Chen-Hao et al. · indexed
  25. Driver Drowsiness Detection Based on Face Feature and PERCLOS · 2018 · Junaedi, Suhandi et al. · indexed
  26. Extent and Effects of Handheld Cellular Telephone Use While Driving · 2001 · Crawford, Jason A. et al. · archived
  27. Vehicle-Based Drowsy Driver Detection: Current Status and Future Prospects · 1994 · Knipling, Ronald R. et al. · archived
  28. Driver Drowsiness Detection Based on Face Feature and Perclos · 2021 · Gopi, S. et al. · indexed
  29. Public Opinion About Automated and Self-Driving Vehicles · 2020 · Cunningham, Mitchell L. et al. · indexed
  30. Purring Wheel: Thermal and Vibrotactile Notifications on the Steering Wheel · 2020 · Di Campli San Vito, Patrizia et al. · indexed
  31. Perceptions of Autonomous Vehicles: A Case Study of Jordan · 2023 · Abudayyeh, Dana et al. · indexed
  32. External human–machine interfaces: Gimmick or necessity? · 2022 · de Winter, Joost et al. · indexed
  33. Computer vision‐based recognition of driver distraction: A review · 2021 · Moslemi, Negar et al. · indexed
  34. Automated driving · 2020 · Janssen, Christian P. et al. · archived
  35. Review of Technology to Prevent Alcohol-Impaired Crashes (TOPIC) · 2007 · Pollard, John K. et al. · archived
  36. Driver Distraction Using Visual-Based Sensors and Algorithms · 2016 · Fernández, Alberto et al. · archived
  37. Towards a Driver Support System for Teleoperated Driving · 2019 · Neumeier, Stefan et al. · indexed
  38. Communicating Intent of Automated Vehicles to Pedestrians · 2018 · Habibovic, Azra et al. · archived
  39. A drowsy driver detection system for heavy vehicles · 2002 · Grace, Richard et al. · indexed
  40. Assessment of external interface of autonomous vehicles · 2021 · Orlický, Adam et al. · archived
  41. Effects of full windshield head-up display on visual attention allocation · 2021 · Zhang, Yanjun et al. · indexed
  42. A Review of Motion Sickness in Automated Vehicles · 2021 · Dam, Abhraneil et al. · indexed
  43. Context-Adaptive Management of Drivers’ Trust in Automated Vehicles · 2020 · Azevedo-Sa, Hebert et al. · archived
  44. Robust Deep Learning-Based Driver Distraction Detection and Classification · 2021 · Ezzouhri, Amal et al. · indexed
  45. An Augmented Reality Display for Conditionally Automated Driving · 2018 · Schömig, Nadja et al. · indexed
  46. Stop or Go? Let me Know! · 2021 · Mirnig, Alexander G. et al. · indexed
  47. Drowsiness Detection Using Ocular Indices from EEG Signal · 2022 · Tarafder, Sreeza et al. · indexed
  48. From car sickness to autonomous car sickness: A review · 2019 · Iskander, Julie et al. · indexed
  49. Driver Fatigue Detection: A Survey · 2006 · Qiong Wang et al. · indexed
  50. The detection of drowsiness using a driver monitoring system · 2019 · Schwarz, Chris et al. · indexed
  51. Individual Differences and Expectations of Automated Vehicles · 2021 · Zhang, Qiaoning · archived
  52. Field effectiveness evaluation of advanced driver assistance systems · 2018 · Spicer, Rebecca et al. · indexed
  53. Mode Awareness and Automated Driving—What Is It and How Can It Be Measured? · 2020 · Kurpiers, Christina et al. · indexed
  54. Controlled inducement and measurement of drowsiness in a driving simulator · 2010 · De Rosario, H. et al. · indexed
  55. Consumer Comfort with Vehicle Automation: Changes Over Time · 2019 · Lee, Chaiwoo et al. · archived
  56. Young adults’ acceptance of shared autonomous vehicles in an urban-university setting · 2025 · Etminani-Ghasrodashti, Roya et al. · archived
  57. Fuzzy Shared-Control for Digital Twin-Based Teleoperated Driving Under Network Delay · 2024 · Daniel Gingell, Philipp Kremer et al. · indexed
  58. Trust Dynamics in Driving Automation: The Effects of Driver Expectations and Error Consistency · 2025 · Cheng, Xiaoxuan “Alicia” et al. · indexed
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  397. Multitasking in the Automobile · 2006 · Strayer, David L. et al. · indexed
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  634. Human-in-the-Loop in Partial Driving Automation · 2025 · Fuchs, Robert et al. · indexed
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  671. Graded auditory warnings during in-vehicle use · 2012 · Fagerlönn, Johan et al. · indexed
  672. Driving Fatigue Classified Analysis Based on ECG Signal · 2012 · Wu, Qun et al. · indexed
  673. EEG Signal Driving Fatigue Detection based on Differential Entropy · 2024 · Wang, Danyang et al. · indexed
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  703. Driver Gaze Region Estimation Based on Computer Vision · 2020 · Shan, Xinghua et al. · indexed
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  789. Multimodal Driver Drowsiness Detection From Video Frames · 2022 · Singh, Pritesh Kumar et al. · indexed
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  792. Literature Review of Behavioral Adaptations to Advanced Driver Assistance Systems · 2016 · AAA Foundation for Traffic Safety · archived
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  5158. Frequency‐Control Reserves and Voltage Support from Electric Vehicles · 2013 · Pillai, Jayakrishnan R. et al. · indexed
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  5219. Single Capacitor Bootstrapped Driver for TFT-LCD Gate Driver Circuit · 2007 · Cao, Y. Z. et al. · indexed
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  5229. An Opportunistic Source Line Driving Scheme for Low Power Mobile TFT-LCD Driver IC · 2006 · Jae-Goo Lee, Jae-Hyuck Woo · indexed
  5230. Light-Duty Vehicle Fuel Consumption Displacement Potential up to 2045 · 2016 · Moawad, Ayman et al. · indexed
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  5232. Hybrid Learning Using Canvas LMS · 2021 · Al-Ataby, Ali · indexed
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  5234. Probability Distribution of ADAS Metal Dampers in R.C. Buildings Using Nonlinear Analysis · 2021 · Hala Tawfek Hasan, Khaled Al-Homsi, Hala Tawfek Hasan, Khaled Al-Homsi · indexed
  5235. The future of electric vehicles to grid integration in Indonesia · 2019 · Huda, Muhammad et al. · indexed
  5236. Electric Cars in Jordan: Opportunities and Challenges · 2024 · Albatayneh, Aiman · indexed
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  5244. Residual Network with Attention to Neural Cells Segmentation · 2023 · Abbas, Rabab Farhan et al. · indexed
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  5257. DAC Circuit with Multi-threshold Voltage for TFT-LCD Driver IC · 2007 · Wu, Wei et al. · indexed
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