EP 4022589 A1 20220706 - AUTOMATED DETECTION OF ABNORMAL BEHAVIOUR OF A ROAD USER
Title (en)
AUTOMATED DETECTION OF ABNORMAL BEHAVIOUR OF A ROAD USER
Title (de)
AUTOMATISIERTE ERKENNUNG EINES ANORMALEN VERHALTENS EINES VERKEHRSTEILNEHMERS
Title (fr)
IDENTIFICATION AUTOMATISÉE D'UN COMPORTEMENT ANORMAL D'UN USAGER DE LA ROUTE
Publication
Application
Priority
- DE 102019212829 A 20190827
- EP 2020073724 W 20200825
Abstract (en)
[origin: WO2021037838A1] The invention relates to a method for training an artificial neural network, comprising the following steps: determining (S1) first data relating to a first road user (1) using a test vehicle sensor unit (11); determining (S2) second data relating to the first road user (1) using an external sensor unit (30); training (S3) the artificial neural network with the first data and with the second data as a respective input and with a predefined gauge for classifying normal or abnormal behaviour as a predefined output; and storing (S4) the trained neural network in a storage unit (3) for later execution in the vehicle (20), wherein the stored, trained, artificial neural network is designed to be executed with first data relating to a second road user (2) continuously detected by a vehicle sensor unit (21) of a vehicle (20) as the only input of the artificial neural network.
IPC 8 full level
G08G 1/01 (2006.01); B64C 39/02 (2006.01); G05B 13/02 (2006.01); G06N 3/08 (2006.01); G08G 1/04 (2006.01); G08G 1/16 (2006.01)
CPC (source: EP US)
G06N 3/08 (2013.01 - EP); G08G 1/0112 (2013.01 - EP); G08G 1/0116 (2013.01 - EP); G08G 1/0129 (2013.01 - EP); G08G 1/0141 (2013.01 - EP); G08G 1/04 (2013.01 - EP); G08G 1/164 (2013.01 - EP); B64U 2101/30 (2023.01 - EP US)
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
Designated extension state (EPC)
BA ME
DOCDB simple family (publication)
WO 2021037838 A1 20210304; DE 102019212829 A1 20210304; EP 4022589 A1 20220706
DOCDB simple family (application)
EP 2020073724 W 20200825; DE 102019212829 A 20190827; EP 20761802 A 20200825