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Supporting the interaction of Humans and Automated vehicles: Preparing for the EnvIronment of Tomorrow

Deliverables

An overview of current AV interface strategies (inside/outside)

Report presenting an overview of current AV interface strategies insideoutside

Methodological framework for the modelling and empirical approaches

Methodological framework for the modelling and empirical approaches

Publications

Cross or Wait? Predicting Pedestrian Interaction Outcomes at Unsignalized Crossings

Author(s): Chi Zhang, Amir Hossein Kalantari, Yue Yang, Zhongjun Ni, Gustav Markkula, Natasha Merat, Christian Berger
Published in: 2023 IEEE Symposium on Intelligent Vehicle, 2023, ISBN 979-8-3503-4691-6
Publisher: IEEE
DOI: 10.1109/iv55152.2023.10186616

Cyclist support systems for future automated traffic

Author(s): Siri Hegna Berge, Joost de Winter, Marjan Hagenzieker
Published in: International Cycling Safety Conference (ICSC), 2023, Page(s) 189-191, 3p, ISBN 979-8-4007-0107-8
Publisher: Technische Universität Dresden, “Friedrich List” Faculty of Transport and Traffic Sciences, Institute of Transport Planning and Road Traffic
DOI: 10.25368/2022.478

A comparison of two methodologies for subjective evaluation of comfort in automated vehicles

Author(s): Chen Peng, Foroogh Hajiseyedjavadi, and Natasha Merat
Published in: 12th International Conference on Methods and Techniques in Behavioral Research and 6th Seminar on Behavioral Methods, Issue May 18-22 2022, 2022, ISBN 978-90-74821-94-0
Publisher: www.measuringbehavior.org
DOI: 10.6084/m9.figshare.20066849.v1

Requirement Engineering Challenges for AI-intense Systems Development

Author(s): Hans-Martin Heyn, Eric Knauss, Amna Pir Muhammad, Olof Eriksson, Jennifer Linder, Padmini Subbiah, Shameer Kumar Pradhan, Sagar Tungal
Published in: 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI (WAIN), 2021, Page(s) 89-96, ISBN 978-1-6654-4470-5
Publisher: IEEE
DOI: 10.1109/wain52551.2021.00020

Towards Understanding Pedestrian Behavior Patterns from LiDAR Data

Author(s): Zhang, C., Berger, C., & Dozza, M.
Published in: 2020
Publisher: Chalmers CHAIR centrum

Learning the Pedestrian-Vehicle Interaction for Pedestrian Trajectory Prediction

Author(s): Chi Zhang, Christian Berger
Published in: 2022 8th International Conference on Control, Automation and Robotics (ICCAR), 2022, ISBN 978-1-6654-8116-8
Publisher: IEEE, Arxiv
DOI: 10.1109/iccar55106.2022.9782673

User Interfaces for Cyclists in Future Automated Traffic

Author(s): Siri Hegna Berge, Joost de Winter, Marjan Hagenzieker
Published in: IUI '23 Companion: Companion Proceedings for the 28th International Conference on Intelligent User Interfaces, 2023, Page(s) 91-94, 3p, ISBN 979-8-4007-0107-8
Publisher: ACM
DOI: 10.1145/3581754.3584140

Towards future pedestrian-vehicle interactions: Introducing theoretically-supported AR prototypes

Author(s): Wilbert Tabone, Yee Mun Lee, Natasha Merat, Riender Happee, Joost de Winter
Published in: 13th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2021, Page(s) 209-218, ISBN 9781450380638
Publisher: ACM
DOI: 10.1145/3409118.3475149

Alpha and Theta Power in Repeated Take-over Requests

Author(s): Figalová, N., Delp, A. L., Nick, A., Chuang, L. L., Baumann, M., Pollatos, O.
Published in: 2021
Publisher: Neuroergonomicsconference

Methods and Guidelines for Incorporating Human Factors Requirements in Automated Vehicles Development

Author(s): Muhammad, A. P.
Published in: 2021
Publisher: ceur-ws

Social-IWSTCNN: A social interaction-weighted spatio-temporal convolutional neural network for pedestrian trajectory prediction in urban traffic scenarios

Author(s): Chi Zhang, Christian Berger, Marco Dozza
Published in: 2021 IEEE Symposium on Intelligent Vehicle, 2021, ISBN 978-1-7281-5394-0
Publisher: IEEE Intelligent Vehicles Symposium (IV)
DOI: 10.1109/iv48863.2021.9575958

Drivers' Evaluation of Different Automated Driving Styles: Is It both Comfortable and Natural?

Author(s): Peng, C., Merat, N., Romano, R., Hajiseyedjavadi, F., Paschalidis, E., Wei, C., Radhakrishnan, V., Solernou, A., Forster, D., Boer, E.
Published in: 2021
Publisher: researchgate

Spatial-Temporal-Spectral LSTM: A Transferable Model for Pedestrian Trajectory Prediction

Author(s): Chi Zhang, Zhongjun Ni, Christian Berger
Published in: IEEE Transactions on Intelligent Vehicles, 2023, ISSN 2379-8858
Publisher: IEEE
DOI: 10.1109/tiv.2023.3285804

Support systems for cyclists in automated traffic: A review and future outlook

Author(s): Siri Hegna Berge, Joost de Winter, Marjan Hagenzieker
Published in: Applied Ergonomics, 2023, Page(s) 18p, ISSN 0003-6870
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.apergo.2023.104043

Vulnerable road users and the coming wave of automated vehicles: Expert perspectives

Author(s): Wilbert Tabone, Joost de Winter, Claudia Ackermann, Jonas Bärgman, Martin Baumann, Shuchisnigdha Deb, Colleen Emmenegger, Azra Habibovic, Marjan Hagenzieker, P.A. Hancock, Riender Happee, Josef Krems, John D. Lee, Marieke Martens, Natasha Merat, Don Norman, Thomas B. Sheridan, Neville A. Stanton
Published in: Transportation Research Interdisciplinary Perspectives, Issue 9, 2021, Page(s) 100293, ISSN 2590-1982
Publisher: Science direct
DOI: 10.1016/j.trip.2020.100293

Drivers’ Evaluation of Different Automated Driving Styles: Is It both Comfortable and Natural?

Author(s): Chen Peng; Natasha Merat; Richard Romano; Foroogh Hajiseyedjavadi; Evangelos Paschalidis; Chongfeng Wei; Vishnu Radhakrishnan; Albert Solernou; Deborah Forster; Ewrin Boer
Published in: Human Factors, Issue 4, 2022, ISSN 0018-7208
Publisher: SAGE Publications
DOI: 10.1177/00187208221113448

Pedestrian Behavior Prediction Using Deep Learning Methods for Urban Scenarios: A Review

Author(s): Chi Zhang, Christian Berger
Published in: IEEE Transactions on Intelligent Transportation Systems, 2023, ISSN 1524-9050
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tits.2023.3281393

Do cyclists need HMIs in future automated traffic? An interview study

Author(s): Siri Hegna Berge, Marjan Hagenzieker, Haneen Farrah, Joost de Winter
Published in: Transportation Research Part F: Traffic Psychology and Behaviour, Issue 83, 2022, Page(s) 33-52, 20 p., ISSN 1369-8478
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.trf.2021.11.013

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