Method and system for tuning the effect of vehicle characteristics on risk prediction

• US 9,922,470 B2
• Filed: 10/09/2015
• Issued: 03/20/2018
• Est. Priority Date: 05/08/2006
• Status: Active Grant

• Current Assignee: Lytx, Inc.
• Original Assignee: Lytx, Inc.
• Inventors: Cook, Bryon, Ellegaard, Peter, Li, Hongying
• Primary Examiner(s): La, Anh V
• Application Number:
  US14/880,110
• Publication Number:
  US 20160035158A1
• Time in Patent Office: 893 Days
• Field of Search: 340439, 340440, 340438, 3404255, 701124
• CPC Class Codes: B60Q 1/00 Arrangement of optical signalling or lighting devices, the mounting or supporting thereof or circuits therefor for lighting vehicle interior B60Q3/00
• CPC Class Codes: G07C 5/0808 Diagnosing performance data testing of vehicles G01M17/00; testing of electrical installation on vehicles G01R31/005
• CPC Class Codes: G07C 5/085 using electronic data carriers

Abstract

A Method and System for Tuning the Effect of Vehicle Characteristics on Risk Prediction is disclosed. The system many incorporate many of those driver risk assessment system features previously disclosed by Assignee'"'"'s Prior Applications. The present system provides a major functional distinction from those prior systems by adding the feature of real-time tuning of the risk assessment/prediction/analysis system in response to ongoing changes in vehicle motion characteristics. Specifically, system monitors the vehicle center of gravity for changes on a real-time basis, and then adjusts the risk prediction/assessment/analysis system responsively. The system executes an initialization feature that implements an initial, or series of initial vehicular motion profiles at the commencement of either a driving trip of the system being powered up. A catalog or index of “standardized” motion profiles are accessible for initial comparison to actual vehicle motion characteristics in order to streamline the tuning of the driver risk analysis system. The system determines if and when an offset in Center of Gravity (i.e. from where initialized) has occurred, after which the system responsively tunes the driver risk assessment/prediction/analysis/reporting system.

Claims

1. A system for evaluating risk in driving, comprising:

an interface to receive a spacial motion data; and

a processor to;

determine whether the spacial motion data falls within a vehicle profile of a vehicle;

in response to a determination that the spacial motion data falls outside the vehicle profile, change at least one of an assigned class and an assigned type of the vehicle;

in response to the changing at least one of the assigned class and the assigned type of the vehicle, automatically modify a trigger threshold level for event detection, wherein the threshold level is modified in real-time; and

detect an event in response to a parameter meeting the modified trigger threshold level.

2. A system as in claim 1, wherein the spacial motion data comprises a motion in an x axis.

3. A system as in claim 1, wherein the spacial motion data comprises a motion in a y axis.

4. A system as in claim 1, wherein the spacial motion data comprises a motion in a z axis.

5. A system as in claim 1, wherein the spacial motion data comprises a pitch motion.

6. A system as in claim 1, wherein the spacial motion data comprises a roll motion.

7. A system as in claim 1, wherein the spacial motion data comprises a yaw motion.

8. A system as in claim 1, wherein the spacial motion data comprises an acceleration.

9. A system as in claim 1, wherein the vehicle profile comprises a range of motion.

10. A system as in claim 1, wherein the vehicle profile comprises a center of gravity location.

11. A system as in claim 1, wherein the vehicle profile comprises a rigidity of a ride.

12. A system as in claim 1, wherein the vehicle profile comprises a standardized motion profile.

13. A system as in claim 1, wherein the vehicle profile comprises a historical profile.

14. A system as in claim 1, wherein the vehicle profile comprises a changed profile.

15. A system as in claim 1, wherein the modification of the trigger threshold level is performed continuously.

16. A system as in claim 1, wherein the spacial motion data includes center of gravity information.

17. A system as in claim 1, wherein the modification of the trigger threshold level is in response to at least one of:

a change in the center of gravity of the vehicle and a change in a moment arm associated with the center of gravity of the vehicle.

18. A system as in claim 1, wherein the vehicle profile is defined at least in part by a type of the vehicle.

19. A method for evaluating risk in driving, comprising:

receiving a spacial motion data;

determining, using a processor, whether the spacial motion data falls within a vehicle profile of a vehicle;

in response to a determination that the spacial motion data falls outside the vehicle profile, change at least one of an assigned class and an assigned type of the vehicle;

in response to the changing at least one of the assigned class and the assigned type of the vehicle, automatically modifying a trigger threshold level for event detection, wherein the threshold level is modified in real-time; and

detecting an event in response to a parameter meeting the modified trigger threshold level.

20. A non-transitory computer readable storage medium having an executable computer program for evaluating risk in driving stored thereon, wherein the program includes computer instructions for:

receiving a spacial motion data;

determining, using a processor, whether the spacial motion data falls within a vehicle profile of a vehicle;

in response to a determination that the spacial motion data falls outside the vehicle profile, change at least one of an assigned class and an assigned type of the vehicle;

in response to the changing at least one of the assigned class and the assigned type of the vehicle automatically modifying a trigger threshold level for event detection, wherein the threshold level is modified in real-time; and

detect an event in response to a parameter meeting the modified trigger threshold level.