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. 25, 2019

Filed:

Oct. 03, 2016
Applicants:

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

Rutgers, the State University of New Jersey, New Brunswick, NJ (US);

Inventors:

Fan Bai, Ann Arbor, MI (US);

Gorkem Kar, Piscataway, NJ (US);

Douglas C. Martin, Oxford, MI (US);

Donald K. Grimm, Utica, MI (US);

Marco Gruteser, Princeton, NJ (US);

Assignees:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 7/00 (2006.01); G07C 5/02 (2006.01); G06F 16/28 (2019.01); G06N 20/00 (2019.01); B60R 16/037 (2006.01); G01M 17/007 (2006.01);
U.S. Cl.
CPC ...
G06N 7/005 (2013.01); B60R 16/037 (2013.01); G01M 17/007 (2013.01); G06F 16/285 (2019.01); G06N 20/00 (2019.01); G07C 5/02 (2013.01);
Abstract

A system and method for identifying a vehicle driver based on driver behaviors. The system and method include analyzing a sequence of vehicle start-up behaviors for rapid identification of the driver. The start-up analysis includes detecting and evaluating the sequence and timing of events including door opening, door closing, seat belt fastening, ignition switch usage and shift/drive, among others. The technique further includes analyzing a set of longitudinal (or long-term) behaviors for more robust verification of driver identification. The longitudinal behaviors include acceleration and braking patterns, speed pattern (compared to road type and speed limit), stop sign behavior, cruise control usage and many others. Statistical clustering techniques are employed for both the start-up and longitudinal behavior analyses to identify the driver.


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