Motion determination apparatus

• US 9,510,775 B2
• Filed: 06/02/2010
• Issued: 12/06/2016
• Est. Priority Date: 06/05/2009
• Status: Active Grant

• Current Assignee: Koninklijke Philips Electronics N.V. (Koninklijke Philips N.V.)
• Original Assignee: Koninklijke Philips N.V.
• Inventors: Morren, Geert Guy Georges, Jin, Anmin, Jin, Bin, Duric, Haris, Aarts, Ronaldus Maria
• Primary Examiner(s): Kahelin, Michael
• Assistant Examiner(s): Alter, Mitchell E
• Application Number:
  US13/320,029
• Publication Number:
  US 20120065524A1
• Time in Patent Office: 2,379 Days
• Field of Search: 600/484
• US Class Current: 1/1
• CPC Class Codes: A61B 2562/0219 Inertial sensors, e.g. accelerometers, gyroscopes, tilt switches
• CPC Class Codes: A61B 5/1102 Ballistocardiography
• CPC Class Codes: A61B 5/1135 by monitoring thoracic expansion

Abstract

The invention relates to a motion determination apparatus for determining motion of a moving object, wherein the motion determination apparatus (1) comprises a multi-axial accelerometer (2) for being positioned at the moving object (4), wherein the multi-axial accelerometer (2) is adapted to generate accelerometer signals indicative of the acceleration along different spatial axes. The motion determination apparatus further comprises a motion signal generation unit (3) for generating a motion signal indicative of the motion of the object (4) by combining the accelerometer signals of different spatial axes. The combination of the accelerometer signals of different spatial axes yields a motion signal having a large signal-to-noise ratio, even if an axis is located close to a rotational axis of the movement.

Claims

1. A motion determination apparatus for determining respiration and heart activity, wherein the motion determination apparatus comprises:

at least one accelerometer configured to be positioned on a subject, wherein the at least one accelerometer is adapted to generate accelerometer signals indicative of the acceleration along at least three different spatial axes; and

at least one computer configured to generate motion signals indicative of respiration and heart activity including respiratory rate and heart rate by combining the accelerometer signals of different spatial axes;

wherein the at least one computer is further configured to linearly combine the accelerometer signals of different spatial axes, wherein the accelerometer signals are weighted such that the accelerometer signal having the largest acceleration change has the largest weight;

wherein the at least one computer is further configured to determine the weight of an accelerometer signal depending on a correlation of the respective accelerometer signal with the accelerometer signal having the largest acceleration change, wherein the weight of the respective accelerometer signal is the sign of the correlation;

wherein the motion determination apparatus further comprises;

a heart rate determination device configured to determine a heart rate depending on the weight of the respective accelerometer signal.

10. The motion determination apparatus as defined in claim 1, wherein the at least one computer is configured to display the heart rate on a display.

2. A motion determination apparatus for determining motion of a moving object, wherein the motion determination apparatus comprises:

a multi-axial accelerometer for being positioned at the body of a person, wherein the multi-axial accelerometer is adapted to generate accelerometer signals indicative of the acceleration along different spatial axes;

a motion signal generation device configured to generate a motion signal indicative of heart activity of the person by combining the accelerometer signals of different spatial axes, wherein the motion signal generation unit is adapted to determine for each spatial axis of the accelerometer a maximized projection signal of the acceleration change and to generate the motion signal by combining the maximized projection signals, wherein the motion signal generation unit is adapted to determine the maximized projection signal of a spatial axis of the accelerometer by projecting a movement of a gravity vector relative to the spatial axis of the accelerometer on a subspace defined by the nominal gravity vector and the respective spatial axis of the accelerometer and by transforming the respective axis within the subspace such that a projection of the projected movement of the gravity vector, which has been projected into the subspace, on the transformed respective axis is maximized; and

a heart rate determination device configured to determine a heart rate depending on the generated motion signal.

3. The motion determination apparatus as defined in claim 2, wherein the motion signal generation unit is adapted to generate the motion signal by determining a vector magnitude of the maximized projection signals and by combining the determined vector magnitude with the sign of at least one of the maximized projection signals.

4. The motion determination apparatus as defined in claim 2, wherein the motion signal generation unit is adapted to apply a principal component analysis on the maximized projection signals, wherein the resulting first principal component is the generated motion signal.

11. The motion determination apparatus as defined in claim 2, wherein the heart rate determination device is configured to display the heart rate on a display.

5. A motion determination method for determining a heart rate of a subject, wherein the motion determination method comprises following steps:

receiving accelerometer signals indicative of acceleration along different spatial axes from a multi-axial accelerometer positioned on the moving object; and

generating a heart rate signal indicative of the heart rate of the subject by combining the accelerometer signals of different spatial axes, the generating of the heart rate signal including;

determining for each spatial axis of the accelerometer a maximized projection signal of the acceleration change using the movement of a gravity vector relative to the spatial axis; and

combining the maximized projection signals.

6. A non-transitory computer readable medium carrying program code for causing a processor to perform the method of claim 5.

8. The motion determination method as defined in claim 5, wherein the determining includes:

projecting a movement of the gravity vector relative to the spatial axis of the accelerometer on a subspace defined by the nominal gravity vector and the respective spatial axis of the accelerometer; and

transforming the respective axis within the subspace such that a projection of the projected movement of the gravity vector, which has been projected into the subspace, on the transformed respective axis is maximized.

9. The motion determination method as defined in claim 8, wherein the combining includes applying a principal component analysis on the maximized projection signals, wherein the resulting first principal component is the generated motion signal.

12. The motion determination method as defined in claim 5, further comprising displaying the heart rate on a display.

13. A non-transitory computer readable medium carrying program code for causing a processor to perform the method of claim 12.

7. A motion determination apparatus for determining motion of a moving object, wherein the motion determination apparatus comprises:

a multi-axial accelerometer configured to be positioned on a body of a person, wherein the multi-axial accelerometer is adapted to generate accelerometer signals indicative of the acceleration along different spatial axes;

a motion signal generation unit configured to determine weighting factors such that the accelerometer signal having the largest acceleration change has the largest weight at regular time intervals and to linearly interpolate between weighting factors determined at a first time instance and weighting factors determined at a second time instance and to weight the acceleration signals with the weighting factors and to linearly combine the weighted accelerometer signals of different spatial axes to generate a motion signal indicative of heart activity of the person; and

a heart rate determination unit configured to determine a heart rate depending on the generated motion signal.

14. The motion determination apparatus as defined in claim 7, wherein the heart rate determination unit is configured to display the heart rate on a display.