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:
Jun. 09, 2020

Filed:

Jul. 27, 2018
Applicant:

GM Global Technology Operations Llc, Detroit, MI (US);

Inventors:

Aruna Jammalamadaka, Agoura Hills, CA (US);

Rajan Bhattacharyya, Sherman Oaks, CA (US);

Michael J Daily, Thousand Oaks, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B60W 50/00 (2006.01); G05D 1/00 (2006.01); G06N 7/00 (2006.01); G05D 1/02 (2020.01);
U.S. Cl.
CPC ...
G05D 1/0088 (2013.01); B60W 50/00 (2013.01); B60W 50/0097 (2013.01); G05D 1/0212 (2013.01); G06N 7/005 (2013.01); B60W 2050/0075 (2013.01);
Abstract

Systems and method are provided for controlling a vehicle. In one embodiment, a method includes: receiving sensor data sensed from an environment associated with the vehicle; processing, by a processor, the sensor data to determine observation data, the observation data including differential features associated with an agent in the environment; determining, by the processor, a context associated with the agent based on the observation; selecting, by the processor, a first probability model associated with the context; processing, by the processor, the observation data with the selected first probability model to determine a set of predictions; processing, by the processor, the set of predictions with a second probability model to determine a final prediction of interaction behavior associated with the agent; and selectively controlling, by the processor, the vehicle based on the final prediction of interaction behavior associated with the agent.


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