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MAintaing Drivig Skills in Semi-Autonomous Vehicles

MAintaing Drivig Skills in Semi-Autonomous Vehicles

Manfred Tscheligi (ORCID: 0000-0001-6056-7285)
  • Grant DOI 10.55776/I2126
  • Funding program Principal Investigator Projects International
  • Status ended
  • Start April 1, 2015
  • End August 31, 2019
  • Funding amount € 370,650
  • Project website

Bilaterale Ausschreibung: Luxemburg

Disciplines

Computer Sciences (100%)

Keywords

    Semi-autonomous Driving, User Interface, Usability & Trust, Persuasive & Gamified Approaches

Abstract Final report

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).

Research institution(s)
  • Universität Salzburg - 100%
International project participants
  • Thomas Engel, Université du Luxembourg - Luxembourg

Research Output

  • 85 Citations
  • 30 Publications
  • 1 Policies
  • 7 Disseminations
  • 2 Scientific Awards
  • 4 Fundings
Publications
  • 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
Policies
  • 2018
    Title Input to Expert Group on Automated Driving (Austrian Ministery of Transport, Innovation and Technology)
    Type Membership of a guideline committee
Disseminations
  • 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
Scientific Awards
  • 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
Fundings
  • 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

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