Analysis and Modelling of Road-User Behaviour
19 – 23 August 2024
This summer school teaches about the critical role of road-user behaviour in a safe transport system. The school will focus on the potential for new technology (e.g., advanced driving assistance systems, automated driving) to improve safety for all road users by predicting human behaviour.
Keywords: active safety systems, automated vehicles, crash causation, human behaviour modelling, naturalistic data, safety assessment, vulnerable road users
This summer school is organised by Dr. Marco Dozza (Chalmers) and Dr. Jonas Bärgman (Chalmers)
Location
Gothenburg, Sweden
Participants
Expenses
Requirements
Curriculum vitae & publication list
Letter of motivation
Letter of recommendation (optional)
Supervisor approval (only for PhD students from Chalmers)
Road crashes are a global concern: the World Health Organization estimates that approximately 1.3 million road fatalities occur worldwide every year—and road crashes are currently the leading cause of death for people aged 5–29 years. Further, unprotected road users (e.g., pedestrians and cyclists) are overrepresented in crash statistics. The current situation calls for more research investigating road-user behaviour, to support the design of active safety systems and driving automation systems that may help improve safety. With the aim to enhance knowledge on this topic, on successful completion of this school, graduates should be able to:
- Explain the importance of analysing and modelling road-user behaviour to improve road safety.
- Illustrate different approaches to modelling road-user behaviour for system development.
- Compute relevant quantitative and qualitative metrics in order to analyse and model road-user behaviour.
- Identify and experience the challenges in the analysis of real-traffic data from naturalistic studies.
- Compare the currently available tools for the virtual evaluation of active safety systems.
Programme
| Sunday 18th August | Monday 19th August | Tuesday 20th August | Wednesday 21th August | Thursday 22th August | Friday 23th August | |
|---|---|---|---|---|---|---|
|
8:00-9:00 |
Lecture 1: Introduction: crash prevention and road-user behaviour |
|
Lecture 3: Driver distraction |
Lecture 6: Modelling of road user behaviour examples from Polimi |
Lecture 9: Assessment of safety benefits associated fo the introduction of active safety systems |
|
| 9:00-10:00 |
Lecture 1: crash prevention and road-user behaviour |
Lecture 2: Naturalistic, test-track, and simularor data for analysis, modelling, and safety-assessment of road-user behaviour |
Lecture 4: Theoretical framework for modelling road user behaviour |
Lecture 6: Modelling of road user behaviour examples from Polimi |
Lecture 9: Assessment of safety benefits associated fo the introduction of active safety systems |
|
| 10:00-11:00 |
Network building activity : Introduce yourself and your own work |
Lecture 2: Naturalistic, test-track, and simularor data for analysis, modelling, and safety-assessment of road-user behaviour |
Lecture 5: Modelling road user behaviour: examples from Chalmers |
Lecture 7: Countermeasures targeting road-user behaviour with focus on active safety |
Network building activity : Presentation of group work |
|
| 11:00-12:00 |
Network building activity : Introduce yourself and your own work |
Lecture 2: Naturalistic, test-track, and simularor data for analysis, modelling, and safety-assessment of road-user behaviour |
Lecture 5: Modelling road user behaviour: examples from Chalmers |
Lecture 7: Countermeasures targeting road-user behaviour with focus on active safety |
Network building activity : Presentation of group work |
|
| 12:00-13:00 | Lunch | Lunch | Lunch | Lunch | Lunch | |
| 13:00-14:00 |
Lecture 2: Quantitative and qualitative measures of driver behaviour |
Exercise 2: Analysis of naturalistic data |
Network building activity : Group work session 2 |
Lecture 8: Vulnerable road users and micromobility |
|
|
| 14:00-15:00 |
Lecture 2: Quantitative and qualitative measures of driver behaviour |
Exercise 2: Analysis of naturalistic data |
Volvo Visit |
Exercise 3: Micromobility demo |
|
|
| 15:00-16:00 |
Exercise 1: Quantitative and qualitative measures of driver behaviour |
Network building activity: Group work session 1 |
Volvo Visit |
Exercise 3: Micromobility demo |
||
| 16:00-17:00 |
Welcome reception and presentation of summer school |
Exercise 1: Quantitative and qualitative measures of driver behaviour |
Network building activity 2: Group work session 1 |
Volvo Visit |
Network building activity: Group work session 3 |
|
| 17:00-18:00 | Welcome reception and presentation of summer school |
Social dinner |
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| 18:00-19:00 |
Social dinner |
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| 19:00-20:00 |
Social dinner |
The times in the schedule refer to the Central European Summer Time (CEST).