A method for driver identification based on car following modeling is provided. The method comprising :defining, at a processor, driver classes associated to drivers based on driver state parameters and driver trusted signature parameters in an initialization mode considering driving sequence; obtaining, at the processor, a set of parameters estimation of the driver state and the driver trusted signature that discriminates the most between all the drivers and the less between sequences generated by the same driver in the initialization mode; providing , at the processor, a car-following sequence composed of sequences of leading vehicle's relative motion states to the ego vehicle in a normal usage mode; and selecting, at the processor, driver identification from measurements by computation of class belonging probability in the normal usage mode based on the driver classes defined in the initialization mode.
METHOD FOR DRIVER IDENTIFICATION BASED ON CAR FOLLOWING MODELING
VERFAHREN ZUR FAHRERERKENNUNG AUF DER GRUNDLAGE EINER AUTOFOLGEMODELLIERUNG
PROCÉDÉ D'IDENTIFICATION DE CONDUCTEUR REPOSANT SUR UNE MODÉLISATION DE SUIVI DE VOITURE
2022-03-02
Patent
Electronic Resource
English
IPC: | B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion |
METHOD FOR DRIVER IDENTIFICATION BASED ON CAR FOLLOWING MODELING
European Patent Office | 2020
|Driver Identification through Stochastic Multi-State Car-Following Modeling
ArXiv | 2020
|DRIVER IDENTIFICATION DEVICE AND DRIVER IDENTIFICATION METHOD
European Patent Office | 2022
|