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:
Jul. 06, 2021

Filed:

Nov. 08, 2017
Applicant:

Zoox, Inc., Menlo Park, CA (US);

Inventors:

Benjamin Sapp, San Francisco, CA (US);

Yilun Wang, San Francisco, CA (US);

James William Vaisey Philbin, Palo Alto, CA (US);

Assignee:

Zoox, Inc., Foster City, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
B60W 30/00 (2006.01); G06N 7/00 (2006.01); G05D 1/00 (2006.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
G06N 7/005 (2013.01); G05D 1/0088 (2013.01); G06N 5/047 (2013.01);
Abstract

The generation and/or use of probabilistic heat maps for use in predicting the behavior of entities in an environment is described. In an example, a computing device(s) can receive sensor data from sensors of a vehicle in an environment. The computing device(s) can determine, based at least in partly on the sensor data, a location of an entity in the environment, and a first characteristic associated with the entity or the environment (type, velocity, orientation, etc.). The computing device(s) can access, from a database, a heat map generated from previously collected sensor data associated with the environment. The computing device(s) can perform a look-up using the heat map based at least partly on the location of the entity and the first characteristic, and can determine a predicted behavior of the entity at a predetermined future time based on a pattern of behavior associated with a cell in the heat map.


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