Detecting wearing state of wearable devices using body capacitance

1. A method for determining a wearing state based on capacitance, the method comprising:

determining, by a detection apparatus, an electronic signal characteristic of one or more electrodes;

responsive to the electronic signal characteristic being outside a predetermined electronic signal characteristic range, activating, by the detection apparatus, a charging mode,

wherein, in the charging mode, the detection apparatus draws an electric current through the one or more electrodes to charge a battery;

responsive to the electronic signal characteristic of the one or more electrodes being within the predetermined electronic signal characteristic range, activating, by the detection apparatus, a capacitance detection mode, wherein the capacitance detection mode includes:

determining, by the detection apparatus, a capacitance value of the one or more electrodes, wherein the capacitance value is based on a frequency of change in a capacitance associated with the one or more electrodes;

responsive to the capacitance value of the one or more electrodes exceeding a capacitance threshold, activating, by the detection apparatus, a wearable mode;

receiving, by the detection apparatus, motion sensor data from a motion sensor or optical sensor data from an optical sensor, wherein the motion sensor data or the optical sensor data includes a plurality of motion magnitude values based on movement detected by the motion sensor or the optical sensor; and

responsive to the wearable mode being active, the one or more electrodes not being in contact with a skin of a wearer of the detection apparatus, and at least one of the plurality of motion magnitude values exceeding a motion magnitude threshold, delaying, by the detection apparatus, the deactivating of the wearable mode for a predetermined time period.

2. The method of claim 1 , wherein the one or more electrodes include a first electrode and a second electrode and further comprising:

determining, by the detection apparatus, an electronic signal characteristic differential between an electronic signal characteristic of the first electrode and an electronic signal characteristic of the second electrode; and

responsive to the electronic signal characteristic differential exceeding an electronic signal characteristic differential threshold, activating, by the detection apparatus, the wearable mode for a predetermined period of time.

3. The method of claim 1 , wherein the electric current is within a predetermined electric current range.

4. The method of claim 3 , further comprising:

responsive to determining that the charging of the battery is complete, deactivating, by the detection apparatus, the charging mode, wherein the deactivating includes cessation of the drawing of the electric current through the one or more electrodes.

5. The method of claim 1 , further comprising:

generating, by the detection apparatus, a motion profile based on the plurality of motion magnitude values; and

modifying, by the detection apparatus, the capacitance threshold based at least in part on the motion profile.

6. The method of claim 1 , further comprising:

responsive to the activating of the wearable mode, generating, by the detection apparatus, a plurality of capacitance values based on the capacitance value of the one or more electrodes over a predetermined time period; and

determining, by the detection apparatus, an average capacitance value based on an average of the plurality of capacitance values over the predetermined time period, wherein the capacitance threshold is based at least in part on the average capacitance value.

7. The method of claim 1 , further comprising:

determining, by the detection apparatus, a first capacitance value based on a plurality of capacitance values in a first time period, and a second capacitance value based on a plurality of capacitance values in a second time period; and

determining, by the detection apparatus, a noise value based on a difference between the first capacitance value and the second capacitance value, wherein the capacitance threshold is based at least in part on the noise value.

8. The method of claim 1 , further comprising:

responsive to the activating of the wearable mode and the capacitance value of the one or more electrodes being less than the capacitance threshold for a predetermined time period, deactivating, by the detection apparatus, the wearable mode.

9. The method of claim 1 , wherein the one or more electrodes are inside an enclosure and are not in contact with a source of the electronic signal characteristic or the capacitance value.

10. A capacitance detection apparatus, comprising:

one or more sensors configured to detect motion and electronic signals;

a memory and a processor configured to execute instructions stored in the memory to:

determine an electronic signal characteristic of one or more electrodes;

responsive to the electronic signal characteristic being outside a predetermined electronic signal characteristic range, activate a charging mode to draw an electric current through the one or more electrodes to charge a battery;

responsive to the electronic signal characteristic of the one or more electrodes being within the predetermined electronic signal characteristic range, activate a capacitance detection mode, wherein the capacitance detection mode includes:

determine a capacitance value of the one or more electrodes, wherein the capacitance value is based on a frequency of change in a capacitance associated with the one or more electrodes; and

responsive to the capacitance value of the one or more electrodes exceeding a capacitance threshold, activate a wearable mode;

receive motion sensor data from a motion sensor or optical sensor data from an optical sensor, wherein the motion sensor data or the optical sensor data includes a plurality of motion magnitude values based on movement detected by the motion sensor or the optical sensor;

responsive to the activating of the charging mode and at least one of the plurality of motion magnitude values exceeding a motion magnitude threshold, delay the deactivating of the wearable mode for a predetermined time period;

generate a motion profile based on the plurality of motion magnitude values; and

modify the capacitance threshold based at least in part on the motion profile.

11. The apparatus of claim 10 , wherein the one or more electrodes include a first electrode and a second electrode and further comprising and the processor is further configured to execute instructions stored in the memory to:

determine an electronic signal characteristic differential between an electronic signal characteristic of the first electrode and a second electronic signal characteristic of the second electrode; and

responsive to the electronic signal characteristic differential exceeding an electronic signal characteristic differential threshold, activate the wearable mode for a predetermined period of time.

12. The apparatus of claim 10 , wherein the electric current is within a predetermined electric current range.

13. The apparatus of claim 12 , wherein the processor is further configured to execute instructions stored in the memory to:

responsive to determining that the charging of the battery is complete, deactivate the charging mode, wherein the deactivating includes cessation of the drawing of the electric current through the one or more electrodes.

14. The apparatus of claim 10 , wherein the processor is further configured to execute instructions stored in the memory to:

responsive to the activating of the wearable mode, generate a plurality of capacitance values based on the capacitance value of the one or more electrodes over a predetermined time period; and

determine an average capacitance value based on an average of the plurality of capacitance values over the predetermined time period, wherein the capacitance threshold is based at least in part on the average capacitance value.

15. The apparatus of claim 10 , wherein the processor is further configured to execute instructions stored in the memory to:

determine a first capacitance value based on a plurality of capacitance values in a first time period, and a second capacitance value based on a plurality of capacitance values in a second time period; and

determine a noise value based on a difference between the first capacitance value and the second capacitance value, wherein the capacitance threshold is based at least in part on the noise value.

16. A detection system, comprising:

a computing device; and

a detection apparatus comprising one or more sensors configured to detect electronic signal characteristics, a communication component configured to exchange signal data with the computing device, a memory, and a processor configured to execute instructions stored in the memory to:

determine an electronic signal characteristic of one or more electrodes;

responsive to the electronic signal characteristic being outside a predetermined electronic signal characteristic range, activate a charging mode to draw an electric current through the one or more electrodes to charge a battery; and

responsive to the electronic signal characteristic of the one or more electrodes being within the predetermined electronic signal characteristic range, activate a capacitance detection mode, wherein the capacitance detection mode includes:

determine a capacitance value of the one or more electrodes, wherein the capacitance value is based on a frequency of change in a capacitance associated with the one or more electrodes; and

responsive to the capacitance value of the one or more electrodes exceeding a capacitance threshold, activate a wearable mode;

receive motion sensor data from a motion sensor or optical sensor data from an optical sensor, wherein the motion sensor data or the optical sensor data includes a plurality of motion magnitude values based on movement detected by the motion sensor or the optical sensor; and

responsive to the wearable mode being active, the one or more electrodes not being in contact with a skin of a wearer of the detection apparatus, and at least one of the plurality of motion magnitude values exceeding a motion magnitude threshold, delay the deactivating of the wearable mode for a predetermined time period.