Automatic coaching system and method for coaching user's exercise
An automatic coaching system and method for an exercise state of a user include: a metric calculating step of calculating at least one metric by using data collected by an acceleration sensor or a location sensor worn by the user; a new coaching target metric selecting step of calculating an error rate between the calculated metric and a prestored metric reference value, selecting a new coaching target metric based on the error rate, and outputting a coaching message related to the coaching target metric; a new metric improvement verifying step of verifying new metric improvement occurrence when the new coaching target metric is not selected and outputting an alarm when the new metric improvement occurs; and an exercise state outputting step of outputting an alarm for an exercise state when the metric improvement and the new coaching target metric are not present.
1. A first device comprising:
an acceleration sensor unit measuring 3-axis direction acceleration values including up and down, right and left, and front and rear;
a processing unit generating a first exercise state value based on the 3-axis direction acceleration values; and
a user interface unit controlling a sleep mode or an alive mode of the processing unit;
wherein the first device is positioned on a user's body other than on or proximate the user's foot
wherein the 3-axis direction acceleration values include a vertical acceleration a z , front-rear direction acceleration a y , and horizontal acceleration a x ,
wherein the processing unit generates the first exercise state value based on a ground reaction force and a pressure center path estimated from a center of pressure, and the ground reaction force and center of pressure is calculated based on the ratio of the horizontal acceleration a x to the sum of the vertical acceleration a z and a gravitational acceleration g, and
wherein the pressure center path is estimated by a pressure center location inferred by projecting to the ground in a pressure center direction assuming that a user's mass center is located at the height calculated by multiplying a predetermined gain value by user's height.
2. The first device of claim 1 , further comprising:
a first communication unit transmitting the first exercise state value to a second device.
3. The first device of claim 2 , wherein the first communication unit is configured by at least one of Bluetooth, WiFi, and NFC.
4. The first device of claim 1 , further comprising:
a second communication unit transmitting the first exercise state value to a server.
5. The first device of claim 1 , further comprising:
a location sensor unit measuring a user location value.
6. The first device of claim 5 , wherein the processing unit generates a second exercise state value based on at least one value of the first exercise state value, the user location value, and a user profile.
7. The first device of claim 6 , further comprising:
a third communication unit transmitting to the server at least one of the first exercise state value and the second exercise state value.
8. The first device of claim 6 , wherein the second exercise state value is at least one of a distance, a speed, calorie consumption, an altitude, and a stride length.
9. The first device of claim 6 , wherein the processing unit generates posture correction information by comparing at least one of the first exercise state value and the second exercise state value with predetermined reference values.
10. The first device of claim 9 , further comprising:
an output unit outputting the posture correction information by at least one of sound, illustration, video, and vibration.
11. The first device of claim 2 , wherein when the processing unit is changed to the alive mode by the user interface unit,
the processing unit sets a connection with the second device through the first communication unit, and
the acceleration sensor unit generates each of the 3-axis direction acceleration values based on a command from the second device or the user interface unit.
12. The first device of claim 1 , wherein the acceleration sensor unit stores the 3-axis direction acceleration values in a first in first out (FIFO) queue, and
when a storage space of the FIFO queue is less than a predetermined threshold value, the processing unit is in the sleep mode and when the storage space of the FIFO queue is equal to or more than the predetermined threshold value, the processing unit is in the alive mode.
13. The first device of claim 1 , wherein the first exercise state value is at least one of an exercise time, an exercise step number, a cadence, a step width, a step angle, a head angle, a ground support time, an air floating time, a ratio of ground supporting time to air floating time, maximum vertical force, an average vertical loading rate, an instantaneous vertical loading rate, lateral symmetry, and lateral stability.
14. The first device of claim 1 , wherein the first device is formed in one of a band worn on the head and the waist, a form attached to the head and the waist in a clip type manner, a form provided on a hat, a form put in a belt, a glasses form, a helmet form, a form attached to an ear, a form attached to clothes, and a form worn as the clothes.
15. The first device of claim 14 , wherein the glasses form is configured to be one of augmented reality glass, an eyeglass frame, and sunglasses,
the form attached to the ear is configured by one of a hands-free earpiece, a headphone, and an earphone, and
the form worn as the clothes is configured by one of a vest and a harness.