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:
Nov. 19, 2024

Filed:

Jul. 30, 2021
Applicant:

Morgan State University, Baltimore, MD (US);

Inventors:

Mansoureh Jeihani, Timonium, MD (US);

Samira Ahangari, Baltimore, MD (US);

Abdollah Dehzangi, Baltimore, MD (US);

Arsalan Hassan Pour, Baltimore, MD (US);

Assignee:

Morgan State University, Baltimore, MD (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
B60W 40/09 (2012.01); B60W 40/02 (2006.01); B60W 50/14 (2020.01); G06F 18/24 (2023.01); G06N 20/00 (2019.01); G06V 20/59 (2022.01);
U.S. Cl.
CPC ...
B60W 40/09 (2013.01); B60W 40/02 (2013.01); B60W 50/14 (2013.01); G06F 18/24 (2023.01); G06N 20/00 (2019.01); G06V 20/597 (2022.01); B60W 2050/143 (2013.01); B60W 2050/146 (2013.01); B60W 2540/229 (2020.02); B60W 2540/30 (2013.01); B60W 2552/00 (2020.02); B60W 2756/10 (2020.02);
Abstract

Systems and methods are disclosed for detecting both the occurrence and type of driver distraction experienced by a driver, determined through evaluation of sensed vehicle conditions or activities, such as steering, braking, lane changing, etc. as detected by one or more sensors on or associated with the vehicle. That detection of the occurrence and type of driver distraction may then be used to initiate another action, including initiating an audible or visual alert to the driver, taking measures to interfere with or stop operation of the device that is causing the distraction, log the occurrence and type of distraction that occurred, and report the occurrence and type of distraction to an outside monitoring computer (such as one associated with a guardian of the driver, an insurer of the vehicle, a law enforcement authority, or the like). To allow such detection, the system and method set forth herein employ machine learning methods to first train a classifier to classify certain driver behaviors (as evidenced by sensed vehicle movements and conditions) as a distraction or non-distraction event, and if a distraction event is detected then to further classify a type of such distraction event, and then to apply the trained classifier to classify the driver's ongoing driving activity.


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