Computer-Aided System Detecting Operator Fatigue (CASDOF)

• US 20150015400A1
• Filed: 07/08/2014
• Published: 01/15/2015
• Est. Priority Date: 07/11/2013
• Status: Abandoned Application

• Current Assignee: L&P Property Management Company (Leggett & Platt Incorporated)
• Original Assignee: L&P Property Management Company (Leggett & Platt Incorporated)
• Inventors: Brummett, Travis, Turner, Jason B., Browning, Caleb, Davis, Ronald Dean
• Application Number:
  US14/325,529
• Publication Number:
  US 20150015400A1
• Time in Patent Office: Days
• US Class Current: 340/575
• CPC Class Codes: G08B 21/06 indicating a condition of sleep, e.g. anti-dozing alarms

Abstract

A system for monitoring operator alertness. The system includes a sensor for detecting a head position property of a head of an operator and a controller in operative communication with the sensor. The controller is configured to collect a first plurality of time points of the head position property of the head of the operator, determine a baseline of the head position property of the head of the operator based on the first plurality of time points, collect a second plurality of time points of the head position property of the head of the operator, determine an operating condition of the head position property of the head of the operator based on the second plurality of time points, and evaluate the alertness of the operator based on a comparison of the operating condition to the baseline to identify a period of head stillness.

Claims

1. A system for monitoring operator alertness, comprising:

a sensor for detecting a head position property of a head of an operator; and

a controller in operative communication with the sensor, the controller configured to

collect a first plurality of time points of the head position property of the head of the operator,

determine a baseline of the head position property of the head of the operator based on the first plurality of time points,

collect a second plurality of time points of the head position property of the head of the operator,

determine an operating condition of the head position property of the head of the operator based on the second plurality of time points, and

evaluate the alertness of the operator based on a comparison of the operating condition to the baseline to identify a period of head stillness.

2. The system of claim 1, wherein, to determine a baseline of the head position property of the operator, the controller is further configured to determine an acceleration value of the head of the operator and store the acceleration value in a baseline acceleration array.

3. The system of claim 2, wherein the controller is further configured to determine a root-mean-square value of the baseline acceleration array to produce a baseline RMS acceleration array.

4. The system of claim 3, wherein the controller is further configured to calculate a standard deviation and lower bound limit from the baseline RMS acceleration array.

5. The system of claim 4, wherein, to determine an operating condition of the head position property of the operator, the controller is further configured to determine an acceleration value of the head of the operator and store the acceleration value in an operating condition acceleration array.

6. The system of claim 5, wherein the controller is further configured to determine a root-mean-square value of the operating condition acceleration array to produce an operating condition RMS acceleration array.

7. The system of claim 5, wherein the controller, to evaluate the alertness of the operator, is further configured to

determine a current root-mean-square value of the operating condition acceleration array,

subtract the current root-mean-square value of the operating condition acceleration array from the lower bound limit to produce a result,

add the result to an accumulator variable to produce a new accumulator variable value, and

evaluate an alertness based on the new accumulator variable value.

8. The system of claim 1, wherein the controller is further configured to take an action based on the alertness of the operator.

9. The system of claim 8, wherein the action includes at least one of generating an alarm and recording the alertness of the operator in a database.

10. The system of claim 1, wherein the head position property is selected from a location, a velocity, and an acceleration of the head of the operator.

11. The system of claim 1, wherein the operator is operating a vehicle.

12. The system of claim 1, wherein the operator is operating a vehicle and wherein the vehicle is selected from a truck, an automobile, a train, an airplane, a spacecraft, and a boat.

13. The system of claim 1, wherein the operator is an air traffic controller, a security guard, or a crane operator.

14. The system of claim 1, wherein the time points are collected at 0.1 second intervals.

15. A method of monitoring alertness of an operator, the method comprising the steps of:

sensing a head position property of a head of an operator;

collecting a first plurality of time points of the head position property of the head of the operator;

determining a baseline of the head position property of the head of the operator based on the first plurality of time points;

collecting a second plurality of time points of the head position property of the head of the operator;

determining an operating condition of the head position property of the head of the operator based on the second plurality of time points; and

evaluating the alertness of the operator based on a comparison of the operating condition to the baseline to identify a period of head stillness.

16. The method of claim 15, determining a baseline of the head position property of the operator further comprises determining an acceleration value of the head of the operator and storing the acceleration value in a baseline acceleration array.

17. The method of claim 16, further comprising determining a root-mean-square value of the baseline acceleration array to produce a baseline RMS acceleration array.

18. The method of claim 17, further comprising calculating a standard deviation and lower bound limit from the baseline RMS acceleration array.

19. The method of claim 18, determining an operating condition of the head position property of the operator further comprises determining an acceleration value of the head of the operator and storing the acceleration value in an operating condition acceleration array.

20. The method of claim 19, further comprising determining a root-mean-square value of the operating condition acceleration array to produce an operating condition RMS acceleration array.

21. The method of claim 19, wherein evaluating the alertness of the operator further comprises

determining a current root-mean-square value of the operating condition acceleration array,

subtracting the current root-mean-square value of the operating condition acceleration array from the lower bound limit to produce a result,

adding the result to an accumulator variable to produce a new accumulator variable value, and

evaluating an alertness based on the new accumulator variable value.

22. The method of claim 15, further comprising taking an action based on the alertness of the operator.

23. The method of claim 22, wherein the action includes at least one of generating an alarm and recording the alertness of the operator in a database.

24. The method of claim 15, wherein the head position property is selected from a location, a velocity, and an acceleration of the head of the operator.

25. The method of claim 15, wherein the operator is operating a vehicle.

26. The system of claim 15, wherein the operator is operating a vehicle and wherein the vehicle is selected from a truck, an automobile, a train, an airplane, a spacecraft, and a boat.

27. The method of claim 15, wherein the operator is an air traffic controller, a security guard, or a crane operator.

28. The method of claim 15, wherein the time points are collected at 0.1 second intervals.

29. A method of monitoring alertness of an operator, the method comprising the steps of:

sensing a head position property of a head of an operator at a plurality of time points;

generating an array of head acceleration values based on the head position property values for the plurality of time points;

determining a variation of the array of head acceleration values;

combining the variation of the array of head acceleration values with a predetermined lower bound limit to produce a cumulative sum value; and

if the cumulative sum value is greater than zero for a predetermined period of time and the variation of the array of head acceleration values is zero, taking an action based on the alertness of the operator.

30. The method of claim 29, wherein the action includes at least one of generating an alarm and recording the alertness of the operator in a database.

31. The method of claim 29, wherein the variation of the array of head acceleration values comprises a root-mean-square of the array of head acceleration values.

32. The method of claim 29, wherein the predetermined lower bound limit is determined based on head position property measurements of the operator at an earlier time period.

33. The method of claim 29, wherein the predetermined period of time is between 1 and 10 seconds.