Activity monitoring

• US 8,152,745 B2
• Filed: 02/25/2009
• Issued: 04/10/2012
• Est. Priority Date: 02/25/2008
• Status: Active Grant

• Current Assignee: Shriners Hospitals For Children (Shriner's International Headquarters Incorporated)
• Original Assignee: Shriners Hospitals For Children (Shriner's International Headquarters Incorporated)
• Inventors: Smith, Warren D., Bagley, Anita
• Primary Examiner(s): Hindenburg, Max
• Assistant Examiner(s): Stout, Michael C
• Application Number:
  US12/392,606
• Publication Number:
  US 20090221937A1
• Time in Patent Office: 1,140 Days
• Field of Search: 600/587, 600/595
• US Class Current: 600/595
• CPC Class Codes: A61B 2562/0219 Inertial sensors, e.g. accelerometers, gyroscopes, tilt switches
• CPC Class Codes: A61B 5/002 Monitoring the patient using a local or closed circuit, e.g. in a room or building A61B5/0017 takes precedence
• CPC Class Codes: A61B 5/0022 Monitoring a patient using a global network, e.g. telephone networks, internet
• CPC Class Codes: A61B 5/1117 Fall detection
• CPC Class Codes: A61B 5/1118 Determining activity level

Abstract

Sensors and methods for automatically detecting and recording physical activities of an individual are described. An event is detected, in which data representative of at least one physical activity of an individual is received from an activity monitor associated with the individual. The data is combined into at least two intermediate calculations. A score is generated from the at least two intermediate calculations. The score is compared to a predefined threshold to decide whether or not an event has occurred. Data representative of the event is recorded.

Claims

1. A method of activity monitoring, the method comprising:

delivering data representative of at least one physical activity of an individual from a sensor of an activity monitor associated with the individual to a controller;

combining the data into at least two intermediate calculations by the controller, wherein a first calculation of the at least two intermediate calculations calculates a first quantity representing an orientation of the individual and a second calculation of the at least two intermediate calculations calculates a second quantity representing a delayed squared norm of an acceleration vector;

generating by the controller a score from the at least two intermediate calculations by multiplying the first quantity and the second quantity; and

recording the score as representative of the physical activity in a memory of the controller.

2. The method of claim 1, further comprising:

recording the data representative of the at least one physical activity in a memory device.

3. The method of claim 1, wherein the controller is part of the activity monitor.

4. The method of claim 1, wherein the controller is part of a computer system in communication with the activity monitor.

5. The method of claim 4, wherein the computer system communicates with the activity monitor through a wireless communication.

6. The method of claim 1, further comprising:

comparing by the controller the score to a predefined threshold to identify the occurrence of an event; and

recording the score as representative of the event in the memory of the controller.

7. The method of claim 1, wherein the sensor comprises an accelerometer.

8. The method of claim 6, wherein the threshold is determined by a database of measured data from at least three subjects.

9. The method of claim 6, wherein the event is a fall.

10. The method of claim 1, wherein the the orientation includes a rotational feature.

11. The method of claim 1, further comprising storing squared norms of acceleration vectors over a selected period of time.

31. The method of claim 11, further comprising smoothing the squared norms of the acceleration vectors over the selected period of time.

12. An apparatus comprising:

at least one sensor for sensing a physical activity;

a collector for receiving data representative of the sensed activity, the collector is configured to combine the received data into at least two intermediate calculations, wherein a first calculation of the at least two intermediate calculations calculates a first quantity representing an orientation of the individual and a second calculation of the at least two intermediate calculations calculates a second quantity representing a delayed squared norm of an acceleration vector; and

a detector for computing a score from the intermediate calculations by multiplying the first quantity and the second quantity.

13. The apparatus of claim 12, wherein the collector and the detector are components of an activity monitor local to the sensor.

14. The apparatus of claim 12, wherein the detector and the collector are components of a computer system remote to the sensor.

15. The apparatus of claim 14, wherein the computer system communicates with the sensor through a wireless communication.

16. The apparatus of claim 12, further comprising a memory for data storage.

17. The apparatus of claim 12, wherein the sensor includes an accelerometer.

18. The apparatus of claim 12, wherein the orientation includes a rotational feature.

19. The apparatus of claim 12, further comprising a memory for storing squared norms of acceleration vectors over a selected period of time.

32. The apparatus of claim 19, wherein the memory also stores smoothed squared norms of the acceleration vectors over the selected period of time.

20. A computer program product, encoded on a tangible computer-readable medium, operable to cause a data processing apparatus to perform operations comprising:

receiving data representative of at least one physical activity of an individual from an activity monitor associated with the individual;

combining the data into at least two intermediate calculations, wherein a first calculation of the at least two intermediate calculations calculates a first quantity representing an orientation of the individual and a second calculation of the at least two intermediate calculations calculates a second quantity representing a delayed squared norm of an acceleration vector; and

generating a score from the at least two intermediate calculations by multiplying the first quantity and the second quantity.

21. The computer program product of claim 20, further comprising:

recording the data representative of the at least one physical activity.

22. The computer program product of claim 20, wherein the data is combined and the score is generated on the activity monitor executing the computer program product.

23. The computer program product of claim 20, wherein the data is combined and the score is generated on a computer system remote to the activity monitor.

24. The computer program product of claim 23, wherein the computer system communicates with the activity monitor through a wireless communication.

25. The computer program product of claim 20, further comprising:

comparing the score to a predefined threshold to identify the occurrence of an event; and

recording the score as representative of the event.

26. The computer program product of claim 20, wherein the data is received from at least one sensor comprising an accelerometer.

27. The computer program product of claim 25, wherein the threshold is determined by a database of measured data from at least three subjects.

28. The computer program product of claim 25, wherein the event is a fall.

29. The computer program product of claim 20, wherein the orientation includes a rotational feature.

30. The computer program product of claim 20, wherein the operations further comprise storing squared norms of acceleration vectors over a selected period of time.

33. The computer program product of claim 30, wherein the operations further comprise smoothing the squared norms of the acceleration vectors over the selected period of time.