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:
Apr. 13, 2021

Filed:

Jun. 26, 2020
Applicant:

Aurora Innovation, Inc., Palo Alto, CA (US);

Inventors:

Shaogang Wang, Allison Park, PA (US);

Ethan Eade, Pittsburgh, PA (US);

Warren Smith, McKees Rocks, PA (US);

Assignee:

AURORA INNOVATION, INC., Palo Alto, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01S 7/40 (2006.01); G06N 20/00 (2019.01); G05D 1/02 (2020.01); G06T 7/73 (2017.01); G01S 13/86 (2006.01); G06T 7/207 (2017.01); G01S 13/00 (2006.01);
U.S. Cl.
CPC ...
G01S 7/4026 (2013.01); G01S 13/867 (2013.01); G05D 1/0221 (2013.01); G05D 1/0257 (2013.01); G06N 20/00 (2019.01); G06T 7/207 (2017.01); G06T 7/74 (2017.01); G01S 2007/403 (2013.01); G06T 2210/12 (2013.01);
Abstract

A method includes obtaining a first track associated with a first time. A first track associated with a first time is obtained. First predicted state data associated with a second time that is later than the first time, are generated based on the first track. Radar measurement data associated with the second time are obtained from one or more radar sensors. Track data are generated by a machine learning model based on the first predicted state data and the radar measurement data. Second predicted state data associated with the second time are generated based on the first track. A second track associated with the second time is generated based on the track data and the second predicted state data. The second track associated with the second time is provided to an autonomous vehicle control system for autonomous control of a vehicle.


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