8 January 2019
road vehicles, collision avoidance, knowledge acquisition, statistical analysis, collision avoidance, system parameters, safety regions, performance validation, vehicle platooning, intelligible analytics, performance modelling, knowledge extraction, rule extraction mechanisms, statistical error
The study deals with intelligible analytics for performance modelling of vehicle platooning. Knowledge extraction with rules is targeted to understand safety regions (collision avoidance) of system parameters. Results are shown by feeding data through simulation to the train of different rule extraction mechanisms. Safety regions are evidenced on test data with statistical error very close to zero.