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:
May. 16, 2023

Filed:

Oct. 04, 2018
Applicant:

Here Global B.v., Eindhoven, NL;

Inventor:

Anirudh Viswanathan, Berkeley, CA (US);

Assignee:

HERE GLOBAL B.V., Eindhoven, NL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G06T 7/70 (2017.01); G05D 1/00 (2006.01); G05D 3/00 (2006.01); G01C 21/30 (2006.01); G01S 7/40 (2006.01); H04N 17/00 (2006.01); G06N 20/00 (2019.01); G01S 7/497 (2006.01); G01S 19/39 (2010.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G01C 21/30 (2013.01); G01S 7/40 (2013.01); G01S 7/497 (2013.01); G05D 1/0088 (2013.01); G06N 20/00 (2019.01); H04N 17/002 (2013.01); G06T 7/70 (2017.01); G06T 2207/10028 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/30252 (2013.01);
Abstract

An approach is provided for providing predictive classification of sensor error. The approach involves, for example, receiving sensor data from at least one sensor, the sensor data collected at a geographic location. The approach also involves extracting a set of input features from the sensor data, map data representing the geographic location, or combination thereof. The approach further involves processing the set of input features using a machine learning model to calculate a predicted sensor error of a target sensor operating at the geographic location. The machine learning model, for instance, has been trained on ground truth sensor error data to use the set of input features to calculate the predicted sensor error.


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