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. 09, 2024

Filed:

Mar. 24, 2021
Applicant:

Verizon Patent and Licensing Inc., Basking Ridge, NJ (US);

Inventors:

Vipul Shyam Javeri, Sandy Springs, GA (US);

Mourya C. Darivemula, Sugar Hill, GA (US);

Aaroon Thowfiq Shahul Hameed, Alpharetta, GA (US);

Nishitha Reddy Nalla, Atlanta, GA (US);

Jeyanth John Britto, Alpharetta, GA (US);

Assignee:

Verizon Patent and Licensing Inc., Basking Ridge, NJ (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B60W 40/09 (2012.01); B60W 40/10 (2012.01); G06N 20/00 (2019.01); H04W 4/029 (2018.01); H04W 12/80 (2021.01); B60W 40/08 (2012.01);
U.S. Cl.
CPC ...
B60W 40/09 (2013.01); B60W 40/10 (2013.01); G06N 20/00 (2019.01); H04W 4/029 (2018.02); H04W 12/80 (2021.01); B60W 2040/0863 (2013.01); B60W 2420/403 (2013.01);
Abstract

In some implementations, a device may receive historical telematics data associated with a vehicle. The device may determine a set of base line driving parameters based on the historical telematics data. The device may receive current telematics data associated with the vehicle. The device may determine a set of current driving parameters based on the current telematics data. The device may determine, based on processing the set of base line driving parameters and the set of current driving parameters with a machine learning model, a type of driving behavior of a driver of the vehicle. The device may determine, based on processing the set of base line driving parameters and the set of current driving parameters with another machine learning model, a severity score associated with the type of driving behavior. The device may perform an action based on the type of driving behavior and the severity score.


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