MAintaing Drivig Skills in Semi-Autonomous Vehicles
MAintaing Drivig Skills in Semi-Autonomous Vehicles
Bilaterale Ausschreibung: Luxemburg
Disciplines
Computer Sciences (100%)
Keywords
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Semi-autonomous Driving,
User Interface,
Usability & Trust,
Persuasive & Gamified Approaches
Semi-Autonomous Vehicles present a major challenge for drivers, namely the risk that their driving skills will decline. This problem is further compounded by the fact that while the number of semi- autonomous vehicles will increase there will for the foreseeable future still remain a large number of vehicles with no or little autonomous control. This combination of the decline in driving skills plus the complicated mix of vehicles on the road will raise a number of safety challenges. For example, drivers of semi-autonomous vehicles may be forced to take control under certain circumstances but may not possess the skills, which would enable them to react quickly enough or to take the right decision. Also they will not be able to rely on other vehicles taking the right course of action. As a result there needs to be methods employed which can encourage people to maintain their driving skills which are turned to the needs of particular drivers. This project will specifically explore how to profile driver performance and the development of persuasive tools, which will focus on safe driving within semi- autonomous vehicles.
Semi-autonomous vehicles present a major challenge for drivers, namely the risk that their driving skills will decline. This problem is further compounded by the fact that, while the number of semi-autonomous vehicles will increase, there will, for the foreseeable future, still remain a large number of vehicles with no or little autonomous control. This combination of the decline in driving skills, plus the complicated mix of vehicles on the road, will raise a number of safety challenges. For example, drivers of semi-autonomous vehicles may be forced to take control under certain circumstances, but may not possess the skills that would enable them to react quickly enough or to take the right decision. As a result, there needs to be methods employed which can encourage people to maintain their driving skills, which are turned to the needs of particular drivers. This project specifically explored how to profile driver performance and the development of tools that focus on safe driving within semi-autonomous vehicles. The study focuses on how different levels of task load affect unscheduled takeovers and subsequent driving performance. In addition, it investigates if retaining situation awareness of the driver in phases of autonomous driving helps to mitigate negative effects. Results include findings about the influence of Situation Awareness and initial driving skills on deskilling effects over time, a taxonomy of vehicle handover situations, a simulator platform for deployment in participants home with an initial study, and additional work on regulation for automated vehicles of Levels 3 and above, which eventually resulted in the Top Citizen Science companion project GeFaBe (Gemeinsam Fahren wir Besser - Together we Drive Better).
- Universität Salzburg - 100%
- Thomas Engel, Université du Luxembourg - Luxembourg
Research Output
- 85 Citations
- 30 Publications
- 1 Policies
- 7 Disseminations
- 2 Scientific Awards
- 4 Fundings
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2019
Title Persuading the Driver: A Framework for Persuasive Interface Design in the Automotive Domain Type Conference Proceeding Abstract Author Meschtscherjakov A Conference PERSUASIVE 2019 -
2019
Title Looking into the Future: Weaving the Threads of Vehicle Automation Type Conference Proceeding Abstract Author Meschtscherjakov A Conference 2019 CHI Conference on Human Factors in Computing Systems Link Publication -
2018
Title Workshop on Communication between Automated Vehicles and Vulnerable Road Users DOI 10.1145/3239092.3239100 Type Conference Proceeding Abstract Author Mirnig A Pages 65-71 -
2018
Title Second Workshop on Trust in the Age of Automated Driving DOI 10.1145/3239092.3239099 Type Conference Proceeding Abstract Author Wintersberger P Pages 56-64 -
2017
Title What We Can Learn from Pilots for Handovers and (De)Skilling in Semi-Autonomous Driving DOI 10.1145/3122986.3123020 Type Conference Proceeding Abstract Author Trösterer S Pages 173-182 Link Publication -
2017
Title Control Transition Interfaces in Semiautonomous Vehicles DOI 10.1145/3122986.3123014 Type Conference Proceeding Abstract Author Mirnig A Pages 209-220 Link Publication -
2017
Title Control Transition Interfaces in Semiautonomous Vehicles: A Categorization Framework and Literature Analysis Type Conference Proceeding Abstract Author Gärtner M Conference 9th ACM International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI '17) Link Publication -
2017
Title Autonomous Driving: A Dream on Rails? Type Conference Proceeding Abstract Author Meschtscherjakov A Conference Mensch und Computer 2017 Link Publication -
2017
Title (Don't) Join the Dark Side: An Initial Analysis and Classification of Regular, Anti-, and Dark Patterns Type Conference Proceeding Abstract Author Mirnig A; Conference PATTERNS 2017 : The Ninth International Conferences on Pervasive Patterns and Applications Link Publication -
2017
Title Handovers and Resumption of Control in Semi-Autonomous Vehicles: What the Automotive Domain can Learn from Human-Robot-Interaction Type Conference Proceeding Abstract Author Mirnig A Conference 2017 ACM/IEEE International Conference on Human-Robot Interaction (HRI '17) Link Publication -
2017
Title What We Can Learn from Pilots for Handovers and (De)Skilling in Semi-Autonomous Driving: An Interview Study Type Conference Proceeding Abstract Author Meschtscherjakov A Conference 9th ACM International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI '17) Link Publication -
2017
Title Mobile interaction with and in autonomous vehicles Type Conference Proceeding Abstract Author Meschtscherjakov A Conference 19th International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI '17) Link Publication -
2017
Title First Workshop on Trust in the Age of Automated Driving Type Conference Proceeding Abstract Author Noah B Conference 9th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI '17) Link Publication -
2017
Title CaRoBots: Autonomous Vehicles as Robots on Four Wheels Type Conference Proceeding Abstract Author Meschtscherjakov A Conference RO-MAN 2017 -
2017
Title Control Transition Workshop: Handover and Takeover Procedures in Highly Automated Driving Type Conference Proceeding Abstract Author Meschtscherjakov A Conference 9th International Conference on Automotive User Interfaces and Interactive Vehicular Applications Adjunct (AutomotiveUI '17) Link Publication -
2016
Title 1st Workshop on Ethically Inspired User Interfaces for Automated Driving Type Conference Proceeding Abstract Author Jeon M Conference 8th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI '16) Link Publication -
2016
Title 1st Workshop on Situational Awareness in Semi-Automated Vehicles Type Conference Proceeding Abstract Author Baumann M Conference 8th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI '16) Link Publication -
2016
Title You Never Forget How to Drive: Driver Skilling and Deskilling in the Advent of Autonomous Vehicles Type Conference Proceeding Abstract Author Gärtner M Conference 8th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI '16) Link Publication -
2016
Title A Framework for Analyzing and Calibrating Trust in Automated Vehicles Type Conference Proceeding Abstract Author Mirnig A Conference 8th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI '16) Link Publication -
2016
Title Towards A Taxonomy of Autonomous Vehicle Handover Situations Type Conference Proceeding Abstract Author Mccall R Conference 8th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI '16) -
2015
Title 3rd Workshop on User Experience of Autonomous Driving Type Conference Proceeding Abstract Author Meschtscherjakov A Conference AutomotiveUI'15 -
2015
Title MaDSAV: maintaining driving skills in semi-autonomous vehicles Type Conference Proceeding Abstract Author Mccall R Conference AutomotiveUI '15 - The 7th International Conference on Automotive User Interfaces and Interactive Vehicular Applications Pages 136-139 Link Publication -
2019
Title Driving simulator studies at home DOI 10.1145/3349263.3351507 Type Conference Proceeding Abstract Author Mirnig A Pages 221-226 -
2019
Title Third workshop on trust in automation DOI 10.1145/3349263.3350761 Type Conference Proceeding Abstract Author Holthausen B Pages 13-18 -
2019
Title The Insurer's Paradox DOI 10.1145/3342197.3344540 Type Conference Proceeding Abstract Author Mirnig A Pages 113-122 -
2018
Title LED Visualizations for Drivers' Attention: An Exploratory Study on Experience and Associated Information Contents Type Conference Proceeding Abstract Author Streitwieser B Conference 10th International ACM Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI '18) Link Publication -
2018
Title Control Transition Interfaces in Level 3 Automated Vehicles: Four Preliminary Design Patterns Type Conference Proceeding Abstract Author Mirnig A Conference PATTERNS 2018 : The Tenth International Conference on Pervasive Patterns and Applications Link Publication -
2018
Title Trust in Automated Vehicles: What We Can Learn From Dynamic Web Service Design Type Journal Article Author Mirnig A Journal i-com Link Publication -
2018
Title Driver De-Skilling and its Effect for Safety in Autonomous Driving Type Conference Proceeding Abstract Author Meschtscherjakov A Conference 7th Transport Research Arena TRA 2018 -
2018
Title A taxonomy of autonomous vehicle handover situations Type Journal Article Author Mccall R Journal Transportation Research Part A: Policy and Practice Link Publication
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2018
Title Input to Expert Group on Automated Driving (Austrian Ministery of Transport, Innovation and Technology) Type Membership of a guideline committee
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2016
Title we.CONECT Car HMI Europe 2016 Type Participation in an activity, workshop or similar -
2018
Link
Title Operational Safe Systems Conference 2018 Type A talk or presentation Link Link -
2017
Title Workshop at Automotive IQ's Cockpit HMI Conference 2017 Type Participation in an activity, workshop or similar -
2017
Title CAR HMI Europe 2017 Type A talk or presentation -
2019
Link
Title Panel at Persuasive Technology 2019 Type A formal working group, expert panel or dialogue Link Link -
2019
Link
Title Participation and Participation at FWF series AM Puls Nr. 66 "AUTONOMES FAHREN - WENN DER AUTOPILOT ÜBERNIMMT" Type A talk or presentation Link Link -
2018
Title car.HMI 2018 Type A talk or presentation
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2019
Title Guest Editor Special Issue "User-centered Design for Automated Vehicles: HMIs, User Needs, and Preferences"; Journal: iCom Journal of Interactive Media Type Appointed as the editor/advisor to a journal or book series Level of Recognition Continental/International -
2018
Title Special Issue on Automotive User Interfaces for MTI Open Access Journal Type Appointed as the editor/advisor to a journal or book series Level of Recognition Continental/International
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2018
Title CuARdian Angel Type Research grant (including intramural programme) Start of Funding 2018 Funder Austrian Research Promotion Agency -
2019
Title CuARdian Angel II Type Research grant (including intramural programme) Start of Funding 2019 Funder Austrian Research Promotion Agency -
2018
Title Digibus Austria Type Research grant (including intramural programme) Start of Funding 2018 Funder Austrian Research Promotion Agency -
2019
Title HADRIAN Type Research grant (including intramural programme) Start of Funding 2019 Funder European Commission H2020