US 11,919,523 B2
Systems and methods for driver scoring with machine learning
Amrit Rau, Irvine, CA (US)
Assigned to CalAmp Corp., Irvine, CA (US)
Filed by CALAMP CORP., Irvine, CA (US)
Filed on Jun. 1, 2021, as Appl. No. 17/335,619.
Application 17/335,619 is a division of application No. 16/551,453, filed on Aug. 26, 2019, granted, now 11,021,166, issued on Jun. 1, 2021.
Application 16/551,453 is a continuation of application No. 16/029,520, filed on Jul. 6, 2018, granted, now 10,392,022, issued on Aug. 27, 2019.
Claims priority of provisional application 62/636,738, filed on Feb. 28, 2018.
Prior Publication US 2021/0284178 A1, Sep. 16, 2021
Int. Cl. B60W 40/09 (2012.01); B60W 40/12 (2012.01); G06N 20/00 (2019.01); H04W 4/44 (2018.01)
CPC B60W 40/09 (2013.01) [B60W 40/12 (2013.01); G06N 20/00 (2019.01); H04W 4/44 (2018.02)] 19 Claims
OG exemplary drawing
 
1. A method of engaging a vehicle safety system in a vehicle, the method comprising:
obtaining a driver risk score;
identifying a safety violation based on data received from a vehicle telematics device in the vehicle;
generating a safety control signal based on the safety violation;
engaging a safety system based on the safety control signal;
obtaining a sensor data from one or more sensor devices in the vehicle; and
confirming that the safety system has responded to the safety control signal based upon the obtained sensor data.