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. 09, 2024

Filed:

Aug. 13, 2020
Applicant:

Ford Global Technologies, Llc, Dearborn, MI (US);

Inventors:

Ali Hassani, Ann Arbor, MI (US);

Aniruddh Ravindran, Sunnyvale, CA (US);

Dimitar Filev, Novi, MI (US);

Vijay Nagasamy, Fremont, CA (US);

Assignee:

Ford Global Technologies, LLC, Dearborn, MI (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/01 (2006.01); B60W 10/18 (2012.01); B60W 10/20 (2006.01); B60W 40/08 (2012.01); B60W 50/10 (2012.01); G06N 7/02 (2006.01);
U.S. Cl.
CPC ...
G06F 3/015 (2013.01); B60W 10/18 (2013.01); B60W 10/20 (2013.01); B60W 40/08 (2013.01); B60W 50/10 (2013.01); G06N 7/02 (2013.01); B60W 2540/22 (2013.01);
Abstract

Embodiments describe a system configured with a brain machine interface (BMI) system implemented in a vehicle for performing vehicle functions using electrical impulses from motor cortex activity in a user's brain. The system uses fuzzy states for increased robustness. The fuzzy states are defined by sets of Gaussian kernel-type membership functions that are defined for steering and velocity action function states. The membership functions define fuzzy states that provide overlapping control tiers for increasing and decreasing vehicle functionality. An autonomous vehicle may perform control and governance of transitions between membership functions that may overlap, resulting in smooth transitioning between the states.


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