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Evaluation of the Hazard Perception Skills of Young Drivers
- Source :
- LOGI, Vol 12, Iss 1, Pp 78-89 (2021)
- Publication Year :
- 2021
- Publisher :
- Walter de Gruyter GmbH, 2021.
-
Abstract
- The aim of this study is to collate valuable information about the hazard perception process of (young) drivers and to evaluate their hazard perception skills. For this, an eye-tracking system was used to record the visual behaviour of drivers. In addition, a system based on a data logger and sensors was developed to capture and log the relevant data from the vehicle. By tapping into the vehiclés CAN bus (Controller Area Network), the needed parameters (e.g. position of accelerator, brake, and clutch pedal, as well as the steering wheel angle) were acquired through the reverse engineering of the vehicle′s CAN stream. All the captured data was subsequently synchronized and overlaid in the eye-tracking video. The complete system, i.e. data-logger and sensors, was consistently integrated into a driving school car. Due to the fact that all the data was captured in real-time whilst driving in traffic, every analysed situation can be considered unique and therefore cannot be compared to other situations. The results of the study revealed that only in 18% of the analysed situations, the hazard-perception skills were adequate or the same as they were taught at the driving school just a few months previous. Confronted by the videos of their lessons, the participating drivers adjusted their self-assessment scores for their driving skills downwards by around 25% on average.
- Subjects :
- Reverse engineering
hazard perception
Process (engineering)
Computer science
0211 other engineering and technologies
Transportation
02 engineering and technology
Management Science and Operations Research
computer.software_genre
eye tracking
CAN bus
Transport engineering
Management of Technology and Innovation
Data logger
021105 building & construction
Brake
Clutch
021108 energy
Business and International Management
HE1-9990
Civil and Structural Engineering
real-time traffic
Steering wheel
reverse engineering
Automotive Engineering
can bus
Eye tracking
Transportation and communications
computer
Subjects
Details
- ISSN :
- 23363037
- Volume :
- 12
- Database :
- OpenAIRE
- Journal :
- LOGI – Scientific Journal on Transport and Logistics
- Accession number :
- edsair.doi.dedup.....7ae9f122b47cad901224dd1a2ae79576
- Full Text :
- https://doi.org/10.2478/logi-2021-0008