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Title: A New Methodology to Model Driver Behaviour Accounting for the Variation in Driving Manner Using Naturalistic Driving Data
Accession Number: 01761379
Record Type: Component
Availability: Find a library where document is available Abstract: The aim is to develop Advanced Driving Assistance Systems (ADAS) which are suitable for all customers in all driving conditions. To achieve this goal, a new methodology was developed to characterize driving manner in each scenario by a mathematical model based on Naturalistic Driving Study (NDS) data. To represent the variety of driving manners, a new parameter named “aggressiveness” is introduced. By adjusting “aggressiveness”, the ADAS’ behaviour can be modified, matching natural driving behaviour in a wide range of operating conditions. This methodology is applied to model when drivers start to brake when approaching another vehicle that’s driving in the same lane. This model can be used to detect when a driver is not assessing a threat correctly by comparing his instantaneous driving behaviour with his normal driving behaviour.
Supplemental Notes: Paper Number: 19-0092-O
Monograph Title: Monograph Accession #: 01760206
Report/Paper Numbers: 19-0092
Language: English
Corporate Authors: National Highway Traffic Safety Administration 1200 New Jersey Avenue, SE Authors: Niels, FersonEdoardo, PizzigoniFlorent, Garnier-FolletClément, ValPagination: 8p
Publication Date: 2019
Conference:
26th International Technical Conference on the Enhanced Safety of Vehicles (ESV): Technology: Enabling a Safer Tomorrow
Location:
Eindhoven , Netherlands Media Type: Digital/other
Features: Figures; References
Subject Areas: Highways; Safety and Human Factors
Files: TRIS, ATRI, USDOT
Created Date: Dec 8 2020 3:16PM
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