Systems and methods for efficient characterization of acceleration events

• US 10,107,831 B2
• Filed: 11/21/2012
• Issued: 10/23/2018
• Est. Priority Date: 11/21/2012
• Status: Active Grant

• Current Assignee: CalAmp Corporation
• Original Assignee: CalAmp Corporation
• Inventors: Hergesheimer, Peter, Dlagnekov, Alexandre
• Primary Examiner(s): Lee, Paul D
• Assistant Examiner(s): Crohn, Mark
• Application Number:
  US13/683,446
• Publication Number:
  US 20140142886A1
• Time in Patent Office: 2,162 Days
• CPC Class Codes: G01P 1/127 for acceleration values
• CPC Class Codes: G01P 15/0891 with indication of predetermined acceleration values G01P15/135 takes precedence
• CPC Class Codes: G01P 15/18 in two or more dimensions

Abstract

Systems and methods for the efficient characterization of acceleration events in accordance embodiments of the invention are disclosed. In one embodiment of the invention, an acceleration characterization telematics system includes an acceleration sensor, a storage device, where the storage device is configured to store an acceleration event characterization application, and a processor, wherein the acceleration event characterization application configures the processor to receive acceleration information using the acceleration sensor, determine short interval filter information using the received acceleration information, determine long interval filter information using the received acceleration information, and characterize an acceleration event in the received acceleration information using the received acceleration information, the short interval filter information, and the long interval filter information.

Claims

1. An acceleration characterization telematics system, comprising:

an acceleration sensor;

a storage device, where the storage device stores an acceleration event characterization application; and

a processor;

wherein the acceleration event characterization application directs the processor to;

receive acceleration information by using the acceleration sensor wherein the received acceleration information comprises a signal comprising a first leading edge, a first trailing edge, and a first amplitude;

sample the acceleration sensor for acceleration information over a first time period by using a first moving average window having a window center point to generate short interval accelerometer filter information, wherein the short interval accelerometer filter information comprises a signal comprising a second leading edge, a second trailing edge, and a second amplitude;

sample the acceleration sensor for acceleration information over a second time period by using a second moving average window having the same window center point as the first moving average window to generate long interval accelerometer filter information, the second time period being longer than the first time period and that contains the first time period wherein the long interval accelerometer information comprises a signal comprising a third leading edge, a third trailing edge, and a third amplitude; and

characterize an acceleration event in the received acceleration information by calculating the intersection of the leading and trailing edges of the short interval accelerometer filter information and the leading and trailing edges of the long interval accelerometer filter information to identify the beginning and ending of the acceleration event in the received acceleration information.

2. The acceleration characterization telematics system of claim 1, wherein the acceleration event characterization application further directs the processor to apply at least one threshold value to the short interval filter information.

3. The acceleration characterization telematics system of claim 2, wherein:

the received acceleration information comprises a time interval; and

at least one threshold value is determined by using the time interval.

4. The acceleration characterization telematics system of claim 2, wherein at least one threshold value is pre-determined.

5. The acceleration characterization telematics system of claim 1, wherein the acceleration event characterization application further directs the processor to apply at least one threshold value to the long interval filter information.

6. The acceleration characterization telematics system of claim 1, wherein the acceleration event characterization application further directs the processor to:

determine a first cross point by using the first leading edge, the second leading edge, and the third leading edge;

determine a second cross point by using the first trailing edge, the second trailing edge, and the third trailing edge; and

characterize an acceleration event by using the first cross point and the second cross point.

7. The acceleration characterization telematics system of claim 6, wherein the acceleration event characterization application further directs the processor to determine a time interval by using the first cross point and the second cross point.

8. The acceleration characterization telematics system of claim 1, wherein the acceleration sensor is selected from the group consisting of a 3-axis accelerometer and a global positioning receiver.

9. The acceleration characterization telematics system of claim 1, wherein:

the received acceleration information comprises a plurality of acceleration samples; and

the acceleration event characterization application further directs the processor to;

determine short interval filter information by using the received acceleration information and a short moving average filter, where the short moving average filter utilizes a first number of acceleration samples; and

determine long interval filter information by using the received acceleration information and a long moving average filter, where the long moving average filter utilizes a second number of acceleration samples, where the second number of acceleration samples is greater than the first number of acceleration samples.

10. A method for characterizing acceleration events, the method comprising:

receiving acceleration information wherein the received acceleration information comprises a signal comprising a first leading edge, a first trailing edge, and a first amplitude by using an acceleration characterization telematics system, the acceleration characterization telematics system comprising a processor, a memory connected to the processor, and an accelerometer;

sampling the acceleration sensor for acceleration information over a first time period by using a first moving average window having a window center point to generate short interval accelerometer filter information that includes a signal comprising a second leading edge, a second trailing edge, and a second amplitude based on the received acceleration information;

sampling the acceleration sensor for acceleration information by using a second moving average window having the same window center point as the first moving average window over a second time period to generate long interval accelerometer filter information that includes a signal comprising a third leading edge, a third trailing edge, and a third amplitude based on the received acceleration information, wherein the second time period is longer than the first time period and contains the first time period; and

characterizing an acceleration event in the received acceleration information by calculating the intersection of the leading and trailing edges of the short interval accelerometer filter information and the leading and trailing edges of the long interval accelerometer filter information to identify the beginning and ending of the acceleration event in the received acceleration information.

11. The method of claim 10, further comprising applying at least one threshold value to the short interval filter information by using the acceleration characterization telematics system.

12. The method of claim 11, wherein:

the received acceleration information comprises a time interval; and

at least one threshold value is determined by using the time interval.

13. The method of claim 11, wherein at least one threshold value is pre-determined.

14. The method of claim 10, further comprising applying at least one threshold value to the long interval filter information by using the acceleration characterization telematics system.

15. The method of claim 10, further comprising:

determining a first cross point by using the first leading edge, the second leading edge, the third leading edge, and the acceleration characterization telematics system;

determining a second cross point by using the first trailing edge, the second trailing edge, the third trailing edge, and the acceleration characterization telematics system; and

characterizing an acceleration event by using the first cross point, the second cross point, and the acceleration characterization telematics system.

16. The method of claim 15, further comprising determining a time interval by using the first cross point, the second cross point, and the acceleration characterization telematics system.

17. The method of claim 10, wherein the acceleration sensor is selected from the group consisting of a 3-axis accelerometer and a global positioning receiver.

18. The method of claim 10, wherein the received acceleration information comprises a plurality of acceleration samples and the characterizing acceleration events further comprises:

determining short interval filter information by using the received acceleration information, a short moving average filter, and the acceleration characterization telematics system, where the short moving average filter utilizes a first number of acceleration samples; and

determining long interval filter information by using the received acceleration information, a long moving average filter, and the acceleration characterization telematics system, where the long moving average filter utilizes a second number of acceleration samples, where the second number of acceleration samples is greater than the first number of acceleration samples.