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Fall IFAB 2013 WP5: Work package presentation

This work package focuses on analyzing and designing visual presentations of uncertainty in autonomous driving. The goal is to understand how uncertainty affects driving behavior and drivers' trust in Advanced Driving Assistance Systems (ADAS).

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Fall IFAB 2013 WP5: Work package presentation

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  1. Fall IFAB 2013WP5: Work package presentation University of Skövde 20 Nov 2013

  2. WP5: Brief summary • Together with Volvo Car Corporation (VCC), and in collaboration with WP2, the work package has: • analysed which visual presentations of uncertainty have been used for different aspects of uncertainty and different components of uncertainty management within assisted and autonomous driving (AD), particularly from an information fusion perspective • designed, implemented and evaluated prototypes for presenting the vehicle’s uncertainty to the driver • presented and published a co-authored conference article

  3. Technical achievement

  4. Summary of results • Contribution to information fusion: • Comprehensive literature study on the use of uncertainty visualization, uncertainty management and information fusion within Advanced Driving Assistance Systems (ADAS) • Contribution to AD and ADAS: • Empirical results of how the presentation of the vehicle’s uncertainty affects driving behavior and drivers’ trust in ADAS • Contribution to information visualization: • Evaluated designs and empirical results of how to visually present the uncertainty of an autonomous system to a human operator

  5. Results compared to goals • Deliver guidelines for constructing effective combinations of presentations, aspects and components of uncertainty • Not achieved (future work) • Deliver evaluated designs and empirical results of how to present the uncertainty of the vehicle and the combined uncertainty of the vehicle and the driver, respectively, to the driver • Achieved • Deliver a journal publication on information fusion aspects of assisted and autonomous driving • Not achieved • Deliver a journal publication on how uncertainty management can support human automation co-operation and improve driving performance and experience • Not achieved (future work) Sten F Andler, University of Skövde

  6. Detailed list of publications Helldin, T., Falkman, G., Riveiro, M. and Davidsson, S. (2013). Presenting system uncertainty in automotive UIs for supporting trust calibration in autonomous driving. In: Proceedings of the 5th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI ’13), pp. 210–217. New York, NY, USA. ACM.

  7. Future work/plans/directions • From the empirical results from the case study at VCC, compile guidelines for constructing effective combinations of presentations, aspects and components of uncertainty • Based on the conference publication and the literature study, write a journal article on how uncertainty management can support human automation co-operation and improve driving performance and experience

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