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:
Dec. 30, 2025

Filed:

May. 08, 2023
Applicant:

Zenseact Ab, Gothenburg, SE;

Inventors:

Dapeng Liu, Gothenburg, SE;

Junsheng Fu, Nödinge, SE;

Assignee:

Zenseact AB, Gothenburg, SE;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
B60W 60/00 (2020.01); B60W 30/095 (2012.01); B60W 40/04 (2006.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
B60W 60/0027 (2020.02); B60W 30/0956 (2013.01); B60W 40/04 (2013.01); G06N 3/045 (2023.01); B60W 2554/4041 (2020.02); B60W 2554/4046 (2020.02); B60W 2556/10 (2020.02);
Abstract

An assessment system obtains a state of the vehicle, and identifies lane segments void from road users. Input having data associated with the lane segments, data associated with the road users states and historic data associated with the road users states and/or lane segments, is encoded into respective states-related data associated with the road users states and segment-related data associated with dynamic start and end boundaries of the lane segments. One or more neural networks encode the road users states in view of the lane segments spatially and temporally, and output spatial- and temporal-processed respective states-related data and segment-related data. The output data associated with one or more of the road users (target road users) is fed to at least a first behavior-predicting neural network to predict and output data indicating predicted near-future behavior of the target road users in view of one or more of the lane segments.


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