Global Patent Index - EP 3826895 A4

EP 3826895 A4 20220302 - METHOD FOR DRIVER IDENTIFICATION BASED ON CAR FOLLOWING MODELING

Title (en)

METHOD FOR DRIVER IDENTIFICATION BASED ON CAR FOLLOWING MODELING

Title (de)

VERFAHREN ZUR FAHRERERKENNUNG AUF DER GRUNDLAGE EINER AUTOFOLGEMODELLIERUNG

Title (fr)

PROCÉDÉ D'IDENTIFICATION DE CONDUCTEUR REPOSANT SUR UNE MODÉLISATION DE SUIVI DE VOITURE

Publication

EP 3826895 A4 20220302 (EN)

Application

EP 18924856 A 20180626

Priority

CN 2018092903 W 20180626

Abstract (en)

[origin: WO2020000191A1] 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.

IPC 8 full level

B60W 40/09 (2012.01)

CPC (source: EP)

B60W 40/08 (2013.01); B60W 2040/0809 (2013.01); B60W 2050/0043 (2013.01); B60W 2050/005 (2013.01); B60W 2050/0052 (2013.01); B60W 2520/10 (2013.01); B60W 2520/105 (2013.01); B60W 2554/802 (2020.02); B60W 2554/804 (2020.02); B60W 2556/10 (2020.02)

Citation (search report)

  • [A] EP 2891589 A2 20150708 - HARMAN INT IND [US]
  • [A] EP 2962909 A1 20160106 - BOSCH GMBH ROBERT [DE]
  • [A] WO 2016012901 A1 20160128 - HERE GLOBAL BV [NL]
  • [A] US 2018113458 A1 20180426 - DONG WEI SHAN [CN], et al
  • [A] FEDORENKO FEDOR A ET AL: "Trainable Siamese keypoint descriptors for real-time applications", PROCEEDINGS OF SPIE; [PROCEEDINGS OF SPIE ISSN 0277-786X VOLUME 10524], SPIE, US, vol. 10253, 8 February 2017 (2017-02-08), pages 1025306 - 1025306, XP060084212, ISBN: 978-1-5106-1533-5, DOI: 10.1117/12.2266351
  • [A] CHENGJIE QIN ET AL: "Dot-Product Join: An Array-Relation Join Operator for Big Model Analytics", ARXIV.ORG, CORNELL UNIVERSITY LIBRARY, 201 OLIN LIBRARY CORNELL UNIVERSITY ITHACA, NY 14853, 29 February 2016 (2016-02-29), XP081408231
  • See references of WO 2020000191A1

Designated contracting state (EPC)

AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR

DOCDB simple family (publication)

WO 2020000191 A1 20200102; EP 3826895 A1 20210602; EP 3826895 A4 20220302

DOCDB simple family (application)

CN 2018092903 W 20180626; EP 18924856 A 20180626