System and method for multi-sensor combination for indirect sport assessment and classification
A system for measuring power output of a runner is disclosed. In some embodiments the system comprises a first sensor component including a first sensor, microprocessor, and a signal transceiver; a second sensor component including a second sensor and a signal transmitter; wherein the first sensor is configured to measure a vertical velocity and horizontal velocity, the second sensor is configured to measure the slope angle of a foot of the runner during a stance phase of the foot, the signal transmitter configured to send slope angle data, the signal transceiver configured to receive the slope angle data from the signal transmitter, and the microprocessor has computing instructions configured to calculate a power output based on the vertical velocity, horizontal velocity, and slope angle data.
1. A method for measuring the power output of a runner, comprising:
sampling, during a contact phase of a foot of the user during an activity of the user, data from a first sensor configured to measure data indicating the inclination of the foot;
sampling, data from a second sensor configured to measure data indicating a change in elevation;
buffering the data from the first and second sensors for a predetermined number of sampling cycles;
calculating, during the activity of the user, a slope trajectory from the buffered data; and
estimating a power based in part on the slope trajectory.
2. The method of claim 1 , wherein the first sensor comprises a first accelerometer mounted at the foot of the user such that the first accelerometer measures a vertical acceleration when the foot is inclined that is lesser than the vertical acceleration when the foot is not inclined.
3. The method of claim 2 , wherein the slope trajectory is calculated at least in part from a vertical acceleration sampled from the first accelerometer.
4. The method of claim 2 , wherein the first sensor is integrated as part of a shoe.
5. The method of claim 1 , wherein the second sensor comprises a second accelerometer and the slope trajectory is calculated at least in part from vertical velocity data sampled from the second accelerometer and vertical acceleration data sampled from the first accelerometer.
6. The method of claim 1 , wherein the second sensor comprises a barometer, and the slope trajectory is calculated at least in part from barometric pressure sampled from the barometer and vertical acceleration data sampled from the first accelerometer.
7. The method of claim 6 , further comprising sampling, from a third sensor comprising a second accelerometer, vertical velocity data and the slope trajectory is calculated at least in part from the vertical velocity sampled from the second accelerometer and vertical acceleration data sampled from the first accelerometer.
8. The method of claim 2 , wherein a slope trajectory greater than 0 degrees is calculated where each vertical acceleration sampled from the first accelerometer over a predetermined number of gait cycles indicates the foot is not inclined.
9. The method of claim 2 , wherein a slope trajectory less than a predetermined slope trajectory threshold is calculated where one or more vertical accelerations sampled from the first accelerometer over a predetermined number of gait cycles indicates the foot is inclined more than the predetermined slope trajectory threshold.
10. The method of claim 9 , wherein the predetermined slope trajectory threshold is 2 degrees.
11. A system for measuring the power output of a runner, comprising:
a first sensor configured to measure data indicating the inclination of the foot;
a second sensor configured to measure data indicating a change in elevation; and
a computing device having a processor and a memory for storing buffered data from the first and second sensors for a predetermined number of sampling cycles and having stored thereon instructions for execution by a processor to cause the computational device to receive data sampled from the first sensor and from the second sensor, to buffer the data from the first and second sensors for a predetermined number of sampling cycles, to calculate, during an activity of the user, a slope trajectory from the buffered data, and to estimate a power based in part on the slope trajectory.
12. The system of claim 11 , wherein the first sensor comprises a first accelerometer mounted at the foot of the user such that the first accelerometer measures a vertical acceleration when the foot is inclined that is lesser than the vertical acceleration when the foot is not inclined.
13. The system of claim 12 , wherein the instructions are further configured to cause the computational device to calculate the slope trajectory at least in part from a vertical acceleration sampled from the first accelerometer.
14. The system of claim 12 , wherein the first sensor is integrated as part of a shoe.
15. The system of claim 11 , wherein the second sensor comprises a second accelerometer and the instructions are further configured to cause the computational device to calculate the slope trajectory at least in part from vertical velocity data sampled from the second accelerometer and vertical acceleration data sampled from the first accelerometer.
16. The system of claim 11 , wherein the second sensor comprises a barometer, and the instructions are configured to cause the computational device to calculate the slope trajectory at least in part from barometric pressure sampled from the barometer and vertical acceleration data sampled from the first accelerometer.
17. The system of claim 16 , comprising a second accelerometer and wherein the instructions are further configured to cause the computational device to sample, from the second accelerometer, vertical velocity data and to calculate the slope trajectory at least in part from the vertical velocity sampled from the second accelerometer and vertical acceleration data sampled from the first accelerometer.
18. The system of claim 12 , wherein the instructions are further configured to cause the computational device to calculate a slope trajectory greater than 0 degrees where each vertical acceleration sampled from the first accelerometer over a predetermined number of gait cycles indicates the foot is not inclined.
19. The system of claim 12 , wherein the instructions are further configured to cause the computational device to calculate a slope trajectory less than a predetermined slope trajectory threshold where one or more vertical accelerations sampled from the first accelerometer over a predetermined number of gait cycles indicates the foot is inclined more than the predetermined slope trajectory threshold.
20. The system of claim 19 , wherein the predetermined slope trajectory threshold is 2 degrees.