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.
Patent No.:
Date of Patent:
Oct. 15, 2024
Filed:
Aug. 28, 2020
Denso International America, Inc., Southfield, MI (US);
The Regents of the University of Michigan, Ann Arbor, MI (US);
Ethan Zhang, Ann Arbor, MI (US);
Neda Masoud, Ann Arbor, MI (US);
Wei Zhang, Novi, MI (US);
Rajesh Kumar Malhan, Troy, MI (US);
DENSO International America, Inc., Southfield, MI (US);
The Regents of The University of Michigan, Ann Arbor, MI (US);
Abstract
A system for predicting aggressive driving behavior for a driver of a vehicle includes a first edge computing device that can acquire spatial-temporal data for the vehicle from one or more sensors that are part of traffic infrastructure. The first edge computing device includes a processor and instructions executable by the processor that execute deep learning methods on the data from the sensors to cluster the data as a driving score. A trained model is applied to the driving score to determine an aggressive driving behavior risk level, and the first edge computing device is configured to predict the aggressive driving behavior based on the aggressive driving behavior risk level.