Real-time feedback-based optimization of an exoskeleton

1. A method for determining a level of collaboration between a user and an exoskeleton for a limb including at least one of a foot or an ankle of the user, comprising: providing, by a device using the exoskeleton, a level of force to the limb of the user to aid movement of the limb; measuring, by the device, one or more parameters of the exoskeleton during the movement of the limb using the exoskeleton; determining, by the device, one or more biomechanical measurements of the user during the movement of the limb using the exoskeleton; determining, by the device, a metric based on a combination of the one or more biomechanical measurements and the one or more parameters of the device indicative of a collaboration between the user and the exoskeleton during the movement; and modifying, by the device based on the metric based on the combination of the one or more biomechanical measurements and the one or more parameters of the device indicative of the collaboration between the user and the exoskeleton during the movement, a level of a mechanical power provided by the exoskeleton to the limb during a subsequent movement such that the level of the mechanical power is greater than a level of mechanical power prior to the modification, wherein an amount of power used by a battery of the exoskeleton during the subsequent movement is less than an amount of power used by the battery prior to the modification.

2. The method of claim 1 , further comprising:

generating, by the device based on the metric, modifications to the one or more parameters of the device for one or more subsequent movements of the limb using the exoskeleton.

3. The method of claim 1 , wherein the one or more parameters of the exoskeleton include at least one of: torque, velocity, battery power, the mechanical power, damping or stiffness.

4. The method of claim 1 , wherein determining the one or more biomechanical measurements of the user further comprises:

determining, by the device, a kinematic value for the movement indicative of a transfer of energy between the exoskeleton to the limb of the user during the movement, the kinematic value including at least one of: a linear velocity of the limb, an angular velocity of the limb, a linear acceleration of the limb, an angular acceleration of the limb, a gait symmetry, a step length, a cadence of the limb, an angle of a joint, an angular velocity of the joint, or an angular acceleration of the joint.

5. The method of claim 1 , wherein the metric indicative of collaboration includes at least one of: a kinetic value for the level of force provided to the limb, the mechanical power provided by the exoskeleton to the limb, a motor current of the exoskeleton, or battery power of the exoskeleton during the movement.

6. The method of claim 1 , further comprising:

modifying, by the device based on the metric, the level of the mechanical power provided by the exoskeleton to the limb during the subsequent movement to maintain a determined ratio between the level of the mechanical power and battery power of the exoskeleton during the subsequent movement.

7. The method of claim 1 , further comprising:

modifying, by the device based on the metric, a level of battery power of the exoskeleton during the subsequent movement to maintain a determined ratio between the level of the battery power and the mechanical power provided by the exoskeleton to the limb during the subsequent movement.

8. The method of claim 1 , further comprising:

determining, by the device, a velocity of a joint of the user is greater than a threshold;

modifying, by the device responsive to the determination of the velocity, the level of mechanical power provided by the exoskeleton to the limb during an activity; and

modifying, by the device responsive to the determination, a level of torque provided by the exoskeleton to the limb during the activity.

9. The method of claim 1 , further comprising:

determining, by the device, a velocity of a joint of the user is greater than a threshold;

increasing, by the device responsive to the determination of the velocity, the level of mechanical power provided by the exoskeleton to the limb during an activity; and

decreasing, by the device responsive to the increase in the level of the mechanical power, a level of battery power of the exoskeleton.

10. The method of claim 1 , further comprising:

determining, by the device using a step length of the user and a step period of the user, a gait speed of the user during the movement of the limb using the exoskeleton; and

modifying, by the device responsive to the step length, a level of battery power of the exoskeleton.

11. The method of claim 1 , further comprising:

determining, by the device, a temperature of the exoskeleton responsive to the movement of the limb using the exoskeleton; and

modifying, by the device and based on the temperature, the level of mechanical power provided by the exoskeleton to the limb during one or more subsequent movements of the limb using the exoskeleton.

12. A method for determining a level of collaboration between a user and an exoskeleton for a limb including at least one of a foot or an ankle of the user, comprising: providing, by a device using the exoskeleton, a level of force to the limb of the user to perform a movement; measuring, by the device responsive to the provided level of three, kinematic metrics of the movement of the limb using the exoskeleton;

measuring, by the device responsive to the provided level of force, kinetic metrics of the movement of the limb using the exoskeleton; determining, by the device based on the kinetic metrics and the kinematic metrics, a performance value of the limb using the exoskeleton, the performance value indicative of a collaboration between the user and the exoskeleton during the movement; and modifying, by the device based on the kinetic metrics and the kinematic metrics, a level of a mechanical power provided by the exoskeleton to the limb during a subsequent movement such that the level of the mechanical power is greater than a level of mechanical power prior to the modification, wherein an amount of power used by a battery of the exoskeleton during the subsequent movement is less than an amount of power used by the battery prior to the modification.

13. The method of claim 12 , further comprising:

determining, by the device using a joint velocity of the limb during the movement, a time to apply actuation to the limb using the exoskeleton during the movement.

14. The method of claim 12 , further comprising:

applying, by the device to the limb using the exoskeleton, actuation during the movement; and

modifying, by the device responsive to actuation, a level of battery power of the exoskeleton.

15. The method of claim 12 , further comprising:

modifying, by the device based on the kinetic metrics and the kinematic metrics, a torque provided by the exoskeleton to the limb during the movement.

16. The method of claim 12 , further comprising:

modifying, by the device based on the kinematic metrics, one or more parameters of the exoskeleton to alter a gait of the user for the subsequent movement using the exoskeleton.

17. A device for determining a level of collaboration between a user and an exoskeleton for a limb including at least one of a foot or an ankle of the user, comprising: a processor coupled to memory, the processor configured to: provide, using the exoskeleton, a level of force to the limb of the user to aid movement of the limb; measure one or more parameters of the exoskeleton during, the movement of the limb using the exoskeleton, determine one or more biomechanical measurements of the user during the movement of the limb using the exoskeleton; determine, a metric based on a combination of the one or more biomechanical measurements and one or more parameters of the device indicative of a collaboration between the user and the exoskeleton during the movement; and modify, based on the metric based on the combination of the one or more biomechanical measurements and the one or more parameters of the device indicative of the collaboration between the user and the exoskeleton during the movement, a level of a mechanical power provided by the exoskeleton to the limb during a subsequent movement such that the level of the mechanical power is greater than a level of mechanical power prior to the modification, wherein an amount of power used by a battery of the exoskeleton during the subsequent movement is less than an amount of power used by the battery prior to the modification.

18. The device of claim 17 , wherein the processor is further configured to:

generate, based on the metric, modifications to the one or more parameters of the device for one or more subsequent movements of the limb using the exoskeleton.

19. The device of claim 17 , wherein the processor is further configured to:

determine a kinematic value for the movement indicative of a transfer of energy between the exoskeleton to the limb of the user during the movement, the kinematic value including at least one of: a linear velocity of the limb, an angular velocity of the limb, a linear acceleration of the limb, an angular acceleration of the limb, a gait symmetry, a step length, a cadence of the limb, an angle of a joint, an angular velocity of the joint, or an angular acceleration of the joint.

20. The device of claim 17 , wherein the processor is further configured to:

modify, based on the metric, the level of the mechanical power provided by the exoskeleton to the limb during the subsequent movement to maintain a determined ratio between the level of the mechanical power and battery power of the exoskeleton during the subsequent movement.