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. 06, 2022

Filed:

Jan. 10, 2020
Applicant:

Robert Bosch Gmbh, Stuttgart, DE;

Inventors:

Matthias Schleicher, Villingen-Schwenningen, DE;

Thomas Michalke, Weil der Stadt, DE;

Jan Stellet, Stuttgart, DE;

Maxim Dolgov, Renningen, DE;

Ulrich Baumann, Herrenberg, DE;

Assignee:

Robert Bosch GmbH, Stuttgart, DE;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
B60W 40/04 (2006.01); G06N 3/08 (2006.01); G05D 1/02 (2020.01); G05D 1/00 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
B60W 40/04 (2013.01); G05D 1/0088 (2013.01); G05D 1/0221 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); B60W 2554/804 (2020.02);
Abstract

A method for selecting a main object for an assistance function or automated driving function of a driver assistance system or driving system of a motor vehicle, the system containing object selection branches which include a first rule-based object selection branch for selecting a main object for the function and a second object selection branch, the second object selection branch including an artificial neural network for selecting a main object for the function, having the following steps: Aggregating of sensor data of the at least one sensor to form one or more object data records; Evaluating a novelty of a traffic situation characterized by the aggregated object data records in relation to training data of the artificial neural network; Switching between the object selection branches of the system, a rule-based object selection branch being used when the novelty of the traffic situation exceeds a threshold value.


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