The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Sep. 30, 2025

Filed:

May. 08, 2023
Applicant:

Robert Bosch Gmbh, Stuttgart, DE;

Inventors:

Andreas Schmidt, Stuttgart, DE;

Koba Natroshvili, Waldbronn, DE;

Maxim Dolgov, Renningen, DE;

Steffen Knoop, Hohenwettersbach, DE;

Assignee:

ROBERT BOSCH GMBH, Stuttgart, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B60W 40/09 (2012.01); B60W 60/00 (2020.01); G06V 10/764 (2022.01); G06V 20/58 (2022.01);
U.S. Cl.
CPC ...
B60W 60/0027 (2020.02); B60W 60/0015 (2020.02); G06V 10/764 (2022.01); G06V 20/58 (2022.01); B60W 2554/4041 (2020.02); B60W 2554/4046 (2020.02); B60W 2554/80 (2020.02);
Abstract

A method for classifying a driving behavior of a road user in the environment of an ego vehicle. The method includes: receiving trajectory data of a driving trajectory of a road user arranged in the environment of an ego vehicle; ascertaining a latent-space representation of the driving trajectory of the road user in a latent space; ascertaining a distance of the latent-space representation of the driving trajectory of the road user to a latent-space representation of at least one normal trajectory in the latent space and classifying a driving behavior of the road user as a normal driving behavior if the distance in the latent space falls below a predetermined limit value; or classifying the driving behavior of the road user as an abnormal driving behavior if the distance in the latent space exceeds the predetermined limit value.


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