Device for monitoring a user and a method for calibrating the device

• US 9,895,086 B2
• Filed: 10/08/2012
• Issued: 02/20/2018
• Est. Priority Date: 10/17/2011
• Status: Active Grant

• Current Assignee: Koninklijke Philips Electronics N.V. (Koninklijke Philips N.V.)
• Original Assignee: Koninklijke Philips N.V.
• Inventors: Van De Laar, Jakob, Duric, Haris, Van Den Heuvel, Teun
• Primary Examiner(s): Breene, John
• Assistant Examiner(s): ISLAM, MOHAMMAD K
• Application Number:
  US14/349,671
• Publication Number:
  US 20140296660A1
• Time in Patent Office: 1,961 Days
• CPC Class Codes: A61B 2560/0223 of calibration, e.g. protocols for calibrating sensors
• CPC Class Codes: A61B 2562/0219 Inertial sensors, e.g. accelerometers, gyroscopes, tilt switches
• CPC Class Codes: A61B 5/0205 Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
• CPC Class Codes: A61B 5/024 Detecting, measuring or recording pulse rate or heart rate A61B5/0205, A61B5/021 take precedence
• CPC Class Codes: A61B 5/0816 Measuring devices for examining respiratory frequency measuring frequency of electric signals G01R23/00
• CPC Class Codes: A61B 5/1116 Determining posture transitions
• CPC Class Codes: A61B 5/1118 Determining activity level
• CPC Class Codes: A61B 5/1121 Determining geometric values, e.g. centre of rotation or angular range of movement

Abstract

A method of calibrating a monitoring device to be attached to a user is provided. Prior to attachment of the device, the device is aligned with respect to the user such that the measurement reference frame of the device is substantially aligned with a reference frame of the user. A first measurement of the orientation of the device with respect to a world reference frame is obtained. After attachment of the device, a second measurement of the orientation of the device with respect to a world reference frame is obtained. A transformation matrix is determined for use in transforming subsequent measurements obtained by the device into the reference frame of the user. The matrix is calculated using the first and second measurements and information on the amount of rotation of the device relative to the user about a vertical axis in the world reference frame between the first and second measurements being taken.

Claims

1. A method of calibrating a device that is to be attached to a user and used to monitor the user, the method comprising:

(i) prior to attachment of the device to the user, aligning the device with respect to the user to substantially align a measurement reference frame of the device with a reference frame of the user and obtaining a first measurement of an orientation of the device with respect to a world reference frame using the device;

(ii) estimating a posture of the user;

(iii) after attachment of the device to the user, obtaining a second measurement of the orientation of the device with respect to the world reference frame using the device; and

(iv) with at least one electronic processor, determining a transformation matrix for use in transforming subsequent measurements obtained by the device into the reference frame of the user, the transformation matrix being calculated using the obtained first and second measurements, the estimated posture of the user, and information on an amount of rotation of the device relative to the user about a vertical axis in the world reference frame between (i) and (ii).

2. The method according to claim 1, wherein the information on the amount of rotation of the device relative to the user about the vertical axis of the world reference frame between (i) and (iii) comprises:

information on an angle φ

_p between projections of a basis vector β

_m in the reference frame of the user onto a horizontal plane H perpendicular to a direction in which gravity acts and a basis vector α

_p in the measurement reference frame of the device onto the horizontal plane H for some m,pε

{1, 2, 3}, where β

_m and α

_p do not lie in the direction of gravity.

3. The method according to claim 2, wherein determining the transformation matrix comprises:

with the at least one electronic processor, computing a first coordinate vector d that is orthonormal to a first measurement b;

with the at least one electronic processor, computing a second coordinate vector f that is orthonormal to b and d;

with the at least one electronic processor, computing support vectors s_i and radii r_i of the circles C₁, C₂ and C₃ on which tips of the α

basis vectors lie for iε

{1, 2, 3};

if |a_k|=1 for some k then, with the at least one electronic processor, computing t_k;

=sign (a_k)b;

with the at least one electronic processor, computing the p-th column of the transformation matrix; and

with the at least one electronic processor, computing one or more remaining resolvable angles and a corresponding one or more columns of transformation matrix.

4. The method according to claim 3, wherein computing one or more remaining resolvable angles and the corresponding one or more columns of the transformation matrix comprises, for iε

{1, 2, 3\{p, k}} and j;

={1, 2, 3\{i, p}};

with the at least one electronic processor, computing a Levi-Civita symbol for a triple (p, i, j);

with the at least one electronic processor, computing an angle φ

_i between the projections of the basis vector α

_i in the measurement reference frame of the device and the basis vector β

_m in the reference frame of the user onto the plane H; and

with the at least one electronic processor, computing the corresponding column of the transformation matrix.

5. The method according to claim 1, wherein estimating the posture of the user comprises:

with the at least one electronic processor, analyzing the first measurement of the orientation of the device with respect to the world reference frame or receiving an input from the user or an operator indicating the posture of the user.

6. The method as claimed in claim 1, the method further comprising:

displaying information associated with the estimated posture of the user for use by the user or an operator in the attachment of the device to the user.

7. The method as claimed in claim 6, wherein the displayed information comprises information on permissible rotations of the device between (i) and (iii).

8. The method as claimed in claim 1, further comprising:

with the at least one electronic processor, determining the information on the amount of rotation of the device relative to the user about the vertical axis in the world reference frame between (i) and (iii) is based on the estimated posture of the user.

9. The method as claimed in claim 1, wherein the information on the amount of rotation of the device relative to the user about the vertical axis in the world reference frame between (i) and (iii) is provided by the user or an operator of the device.

10. The method as claimed in claim 1, further comprising:

obtaining further measurements using the device;

with the at least one electronic processor, converting the obtained further measurements into the reference frame of the user using the transformation matrix; and

with the at least one electronic processor, using the converted obtained further measurements, determining at least one of a posture of the user, movements of the user, an activity of the user, a respiration rate of the user and a pulse rate of the user.

11. A non-transitory computer readable medium comprising a plurality of program code portions for carrying out a method executed by a suitable computer or processor, the method comprising:

prior to attachment of a device to a user, obtaining a first acceleration measurement as an indication of the orientation of the reference frame of the user with respect to a world reference frame prior to attachment of the device to the user;

following attachment of the device to the user, obtaining a second acceleration measurement as a measurement of the orientation of the device with respect to a world reference frame; and

with at least one electronic processor, calculating a transformation matrix for use in transforming subsequent acceleration measurements obtained by the device into the reference frame of the user, the transformation matrix being calculated using the obtained first and second measurements and information on the amount of rotation of the device relative to the user about a vertical axis of the world reference frame between the first and second measurements being taken;

wherein calculating the transformation matrix comprises;

with the at least one electronic processor, computing a first coordinate vector d that is orthonormal to a first measurement b;

with the at least one electronic processor, computing a second coordinate vector f that is orthonormal to b and d;

with the at least one electronic processor, computing support vectors s_i and radii r_i of the circles C₁, C₂ and C₃ on which tips of the α

basis vectors lie for iε

{1, 2, 3};

if |a_k|=1 for some k then, with the at least one electronic processor, computing t_k=sign (a_k)b;

with the at least one electronic processor, computing the p-th column of the transformation matrix; and

with the at least one electronic processor, computing one or more remaining resolvable angles and a corresponding one or more columns of transformation matrix.

12. The non-transitory computer readable medium according to claim 11, wherein computing one or more remaining resolvable angles and the corresponding one or more columns of the transformation matrix comprises, for iε

{1, 2, 3\{p, k}} and j={1, 2, 3\{i, p}};

with the at least one electronic processor, computing a Levi-Civita symbol for a triple (p, i, j);

with the at least one electronic processor, computing an angle φ

_i between the projections of the basis vector α

_i in the measurement reference frame of the device and the basis vector β

_m in the reference frame of the user onto the plane H; and

with the at least one electronic processor, computing the corresponding column of the transformation matrix.

13. A device for monitoring a user, the device being suitable for attachment to a user, the device comprising:

a sensor configured to measure accelerations; and

at least one electronic processor programmed to process the acceleration measurements by operations including,

when the device is operating in a calibration mode;

using a first acceleration measurement as an indication of an orientation of a reference frame of the user with respect to a world reference frame obtained prior to attachment of the device to the user and a second acceleration measurement as a measurement of the orientation of the device with respect to the world reference frame following attachment of the device to the user,

calculating a transformation matrix for use in transforming subsequent acceleration measurements obtained by the device into the reference frame of the user, the transformation matrix being calculated using the obtained first and second measurements and information on the amount of rotation of the device relative to the user about a vertical axis of the world reference frame between the first and second measurements being taken; and

further calculating the transformation matrix with an estimated posture of the user.

14. The device as claimed in claim 13, wherein the at least one electronic processor is further programmed to convert further acceleration measurements obtained by the sensor into the reference frame of the user with the calculated transformation matrix.

15. The device as claimed in claim 13, further comprising:

a user interface operable by the user or an operator of the device, wherein operation of the user interface causes the device to enter into the calibration mode and to selectively cause the sensor to obtain the first acceleration measurement and the second acceleration measurement.

16. The device according to claim 13, wherein the at least one electronic processor is further programmed to:

compute a first coordinate vector d that is orthonormal to the first acceleration measurement b;

compute a second coordinate vector f that is orthonormal to b and d;

compute support vectors s_i and radii r_i of the circles C₁, C₂ and C₃ on which tips of the α

basis vectors lie for iε

{1, 2, 3};

if |a_k|=1 for some k then compute t_k=sign (a_k)b;

compute the p-th column of the transformation matrix; and

compute one or more remaining resolvable angles and a corresponding one or more columns of transformation matrix.

17. The device according to claim 16, wherein computing one or more remaining resolvable angles and the corresponding one or more columns of the transformation matrix comprises, for iε

{1, 2, 3\{p, k}} and j={1, 2, 3\{i, p}}; and

the at least one electronic processor is further programmed to;

compute a Levi-Civita symbol for a triple (p, i, j);

compute an angle φ

_i between the projections of the basis vector α

_i in the measurement reference frame of the device and the basis vector β

_m in the reference frame of the user onto the plane H; and

compute the corresponding column of the transformation matrix.

18. The device according to claim 13, wherein the at least one electronic processor is further programmed to:

obtain the estimated posture of the user prior to attachment of the device to the user.