Invention Grant
- Patent Title: Method and apparatus of differentiating drivers based on driving behaviors
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Application No.: US15284187Application Date: 2016-10-03
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Publication No.: US10332020B2Publication Date: 2019-06-25
- Inventor: Fan Bai , Gorkem Kar , Douglas C. Martin , Donald K. Grimm , Marco Gruteser
- Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC , RUTGERS, THE STATE UNIVERSITY OF NEW JERSEY
- Applicant Address: US MI Detroit US NJ New Brunswich
- Assignee: GM GLOBAL TECHNOLOGY OPERATIONS LLC,RUTGERS, THE STATE UNIVERSITY OF NEW JERSEY
- Current Assignee: GM GLOBAL TECHNOLOGY OPERATIONS LLC,RUTGERS, THE STATE UNIVERSITY OF NEW JERSEY
- Current Assignee Address: US MI Detroit US NJ New Brunswich
- Agency: Cantor Colburn LLP
- Main IPC: G06N7/00
- IPC: G06N7/00 ; G07C5/02 ; G06F16/28 ; G06N20/00 ; B60R16/037 ; G01M17/007

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.
Public/Granted literature
- US20170147935A1 METHOD AND APPARATUS OF DIFFERENTIATING DRIVERS BASED ON DRIVING BEHAVIORS Public/Granted day:2017-05-25
Information query
IPC分类:
G | 物理 |
G06 | 计算;推算或计数 |
G06N | 基于特定计算模型的计算机系统 |
G06N7/00 | 基于特定数学模式的计算机系统 |