Evaluation and Scoring

Data processing

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5375919/

How to evaluate driver behavior (scoring)

The driver is continuously performing activities to execute vehicle maneuvers and for his own pleasure. A driver monitoring system should evaluate his behavior in the context of the current vehicle maneuver.

First the system has to determine which maneuver is performed. Then for each maneuver evaluate a check list of activities or results. Some items can be checked of as done or failed, some are range related (speed between 0 to 30km/h).

Note: Investigate how driving simulators assess driving behaviour

An example can be found in rhe UAH DriveSafe App :http://www.robesafe.uah.es/personal/eduardo.romera/uah-driveset/#reader

Links:

• TUDelft: Automated feedback on viewing skills lowers accident involvement
• Relationships between years of licensure and driving style measured with a short simulator-based test (N = 650)
• Guiding Framework for Driver Assessment Using Driving Simulators
• FITNESS TO DRIVE
• [ASSESSMENT IN DRIVING SIMULATORS: WHERE WE ARE AND WHERE WE GO ]file:///C:/Users/p288433/Downloads/Assessment_in_driving_simulators_Where_we_are_and_.pdf
• Machine learning LSTM Model for timeseries forecasting