System for predicting aggressive driving

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United States of America Patent

PATENT NO 12118470
SERIAL NO

17006470

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Abstract

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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.

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Patent Owner(s)

Patent OwnerAddress
THE REGENTS OF THE UNIVERSITY OF MICHIGAN1600 HURON PARKWAY 2ND FLOOR OFFICE OF TECHNOLOGY TRANSFER ANN ARBOR MI 48109-2590
DENSO INTERNATIONAL AMERICA INC24777 DENSO DRIVE P O BOX 5047 SOUTHFIELD MI 48086-5047

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Malhan, Rajesh Kumar Troy, US 22 692
Masoud, Neda Ann Arbor, US 3 14
Zhang, Ethan Ann Arbor, US 6 26
Zhang, Wei Novi, US 2625 19909

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