Methods for calibrating a motion and ground reaction force analysis system
A method of calibration of a system designed for analysis of ground reaction forces of a user's feet, wherein the system comprises a left and right footwear each with a plurality of force sensors. The method includes (a) obtaining respective data measurements from each force sensor over a time period while the user's feet are in the left and right footwear; (b) determining a respective statistic of the respective data measurements for each force sensor over the time period; and (c) storing the respective statistic as a respective calibration offset for a respective force sensor. The respective statistic may comprise a minimum, a maximum, an average, a median, a percentile, and/or a statistical model of the respective data measurements.
1. A method of calibration of a system designed for analysis of ground reaction forces of a user's feet, wherein the system comprises a left and right footwear each with a plurality of force sensors, the method comprising:
(a) obtaining respective data measurements from each force sensor over a time period while the user's feet are in the left and right footwear, the time period including a predetermined ski-turn window that includes a predetermined number of ski turns;
(b) determining a respective statistic of the respective data measurements for each force sensor over the time period; and
(c) storing the respective statistic as a respective calibration offset for a respective force sensor.
2. The method of claim 1 , further comprising:
after the time period, obtaining respective subsequent data measurements from each force sensor; and
determining respective resulting force measurements for each sensor by subtracting the respective calibration offset from the respective subsequent data measurements.
3. The method of claim 1 , further comprising detecting when the user is skiing, wherein the respective statistic is based only on the respective data measurements that were obtained while the user was skiing.
4. The method of claim 1 , further comprising performing steps (a)-(c) in response to a detection of a recalibration event.
5. The method of claim 4 , wherein the recalibration event comprises a temperature change that is greater than a maximum temperature change since a last calibration, an elapsed time that is greater than a maximum time duration since the last calibration, a detection of the user beginning to ski, a detection that the user has completed one or more of the ski turns, and/or a receipt of a manual recalibration request.
6. The method of claim 5 , wherein:
the recalibration event comprises the detection that the user has completed the one or more of the ski turns,
the method further comprises determining respective resulting force measurements within each of the one or more of the ski turns for each sensor by subtracting the respective calibration offset from the respective ski turn data measurements, the respective ski turn data measurements obtained during a respective ski turn.
7. The method of claim 6 , wherein:
the time period that the respective data measurements are obtained in step (a) includes the one or more of the ski turns and a length of time before the one or more of the ski turns, and
the respective statistic determined in step (b) is of the respective data measurements that were obtained during the length of time before the one or more of the ski turns.
8. The method of claim 1 , further comprising:
determining whether the user is performing one or more of the ski turns; and
when the user is performing the one or more of the ski turns, delaying the storing of the respective statistic as the respective calibration offset for the respective force sensor until the one or more of the ski turns is/are completed.
9. The method of claim 1 , wherein the respective statistic comprises a minimum, a maximum, an average, a median, a percentile, and/or a statistical model of the respective data measurements.
10. A method of calibration of a system designed for analysis of ground reaction forces of a user's feet, wherein the system comprises a left and right footwear each with a plurality of force sensors, the method comprising:
(a) obtaining a respective data measurement from each force sensor while the user's feet are in the left and right footwear;
(b) comparing each data measurement to a respective calibration offset for a respective force sensor;
(c) when the respective data measurement is higher than the respective calibration offset, returning to step (a) to obtain another respective data measurement from the respective force sensor;
(d) when the respective data measurement is lower than or equal to the respective calibration offset, storing the respective data measurement as a respective updated calibration offset for the respective force sensor;
(e) storing a start time of a force-calibration time window; and
(f) when the respective data measurement is lower than or equal to the respective calibration offset:
storing the respective data measurement as the respective updated calibration offset;
resetting the start time of the force-calibration time window; and
returning to step (a) to obtain another respective data measurement from each force sensor.
11. The method of claim 10 , further comprising:
(g) determining an elapsed time of the force-calibration time window;
(h) comparing the elapsed time to a maximum time window length;
(i) when (1) the elapsed time is less than the maximum time window length and (2) the respective data measurement is lower than or equal to the respective calibration offset:
storing the respective data measurement as the respective updated calibration offset;
resetting the start time of the force-calibration time window; and
returning to step (a) to obtain another respective data measurement from each force sensor;
(j) when (1) the elapsed time is less than the maximum time window length and (2) the respective data measurement is higher than the respective calibration offset, returning to step (a) to obtain another respective data measurement from each force sensor; and
(k) when the elapsed time is greater than or equal to the maximum time window length:
determining a respective minimum data measurement from the respective data measurements obtained during the force-calibration time window;
storing the respective minimum data measurement as the respective updated calibration offset;
storing the time at which the minimum data measurement occurred as the respective start time of the force-calibration time window; and
returning to step (a) to obtain another respective data measurement from each force sensor.
12. The method of claim 10 , further comprising performing steps (a) and (b) and step (c) or (d) in response to a detection of a recalibration event.
13. The method of claim 12 , wherein the recalibration event comprises a temperature change that is greater than a maximum temperature change since a last calibration, an elapsed time that is greater than a maximum time duration since the last calibration, a detection of the user beginning to ski, a detection that the user has completed a ski turn, and/or a receipt of a manual recalibration request.
14. The method of claim 10 , wherein the force-calibration time window includes a predetermined ski-turn window that includes a predetermined number of ski turns.
15. A system designed for analysis of ground reaction forces of a user's feet, comprising:
a left and right insole each with a plurality of force sensors;
one or more insole radio transceivers in electrical communication with the force sensors of each insole; and
a mobile terminal comprising:
a mobile radio transceiver in electrical communication with the one or more insole radio transceivers;
a microprocessor electrically coupled to the mobile radio transceiver; and
non-transitory memory electrically coupled to the microprocessor, the non-transitory memory storing computer-readable instructions that, when executed by the microprocessor, cause the microprocessor to:
(a) obtain respective data measurements from each force sensor over a time period while the user's feet are in the left and right footwear;
(b) determine a respective statistic of the respective data measurements for each force sensor over the time period, wherein the respective statistic comprises a minimum, a maximum, an average, a median, or a percentile of the respective data measurements; and
(c) store the respective statistic as a respective calibration offset for a respective force sensor,
wherein the computer-readable instructions, when executed by the microprocessor, further cause the microprocessor to:
detect that the user has completed a ski turn, wherein the time period that the respective data measurements are obtained in step (a) includes the ski turn; and
determine respective resulting force measurements within the ski turn for each sensor by subtracting the respective calibration offset from respective ski turn data measurements, the respective ski turn data measurements obtained during the ski turn.
16. The system of claim 15 , wherein:
the time period that the respective data measurements are obtained in step (a) includes the ski turn and a length of time before the ski turn, and
the respective statistic determined in step (b) is of the respective data measurements that were obtained during the length of time before the ski turn.
17. A system designed for analysis of ground reaction forces of a user's feet, comprising:
a left and right insole each with a plurality of force sensors;
one or more insole radio transceivers in electrical communication with the force sensors of each insole; and
a mobile terminal comprising:
a mobile radio transceiver in electrical communication with the one or more insole radio transceivers;
a microprocessor electrically coupled to the mobile radio transceiver; and
non-transitory memory electrically coupled to the microprocessor, the non-transitory memory storing computer-readable instructions that, when executed by the microprocessor, cause the microprocessor to:
(a) obtain a respective data measurement from each force sensor while the user's feet are in the left and right footwear;
(b) compare each data measurement to a respective calibration offset for a respective force sensor;
(c) when the respective data measurement is higher than the respective calibration offset, return to step (a) to obtain another respective data measurement from each force sensor; and
(d) when the respective data measurement is lower than or equal to the respective calibration offset, store the respective data measurement as a respective updated calibration offset,
wherein the computer-readable instructions, when executed by the microprocessor, further cause the microprocessor to:
(e) store a start time of a force-calibration time window; and
(f) when the respective data measurement is lower than or equal to the respective calibration offset:
store the respective data measurement as the respective updated calibration offset;
reset the start time of the force-calibration time window; and
return to step (a) to obtain another respective data measurement from each force sensor.
18. The system of claim 17 , wherein the computer-readable instructions, when executed by the microprocessor, further cause the microprocessor to:
(g) determine an elapsed time of the force-calibration time window;
(h) compare the elapsed time to a maximum time window length;
(i) when (1) the elapsed time is less than the maximum time window length and (2) the respective data measurement is lower than or equal to the respective calibration offset:
store the respective data measurement as the respective updated calibration offset;
reset the start time of the force-calibration time window; and
return to step (a) to obtain another respective data measurement from each force sensor;
(j) when (1) the elapsed time is less than the maximum time window length and (2) the respective data measurement is higher than the respective calibration offset, return to step (a) to obtain another respective data measurement from each force sensor;
(k) when the elapsed time is greater than or equal to the maximum time window length:
determine a respective minimum data measurement from the respective data measurements obtained during the force-calibration time window;
store the respective minimum data measurement as the respective updated calibration offset;
store the time at which the minimum data measurement occurred as the respective start time of the force-calibration time window; and
return to step (a) to obtain another respective data measurement from each force sensor.
19. The system of claim 17 , wherein the computer-readable instructions, when executed by the microprocessor, further cause the microprocessor to perform steps (a) and (b) and step (c) or (d) in response to a detection of a recalibration event.
20. The system of claim 19 , wherein the recalibration event comprises a temperature change that is greater than a maximum temperature change since a last calibration, an elapsed time that is greater than a maximum time duration since the last calibration, a detection of the user beginning to ski, a detection that the user has completed a ski turn, and/or a receipt of a manual recalibration request.
21. The method of claim 17 , wherein the force-calibration time window includes a predetermined ski-turn window that includes a predetermined number of ski turns.