Wearable device with a band portion for determining gestures using differential neuromuscular sensors and an inertial measurement unit, and methods of use thereof
A wearable device is provided. The wearable device includes a band portion, an inertial measurement unit, and a plurality of sensors configured to contact the user while the wearable device is worn by the user. The plurality of sensors includes a first pair of sensors in the plurality of sensors forming a first differential sensor configured to contact the user above first neuromuscular pathways of the user, and a second pair of sensors in the plurality of sensors forming a second differential sensor configured to contact the user above second neuromuscular pathways of the user, distinct from the first neuromuscular pathways. And the wearable device includes instructions for obtaining neuromuscular signals from the first and second differential sensors and the inertial measurement unit, determining a gesture that the user intends to perform, and causing an operation to be performed at a computing device based on the gesture.
1. A wearable device for sensing neuromuscular signals comprising:
a band portion configured to be worn by a user,
an inertial measurement unit coupled to the band portion;
a plurality of sensors on the band portion configured to contact the user while the wearable device is worn by the user, the plurality of sensors comprising:
a first pair of sensors in the plurality of sensors forming a first differential sensor configured to contact the user above first neuromuscular pathways of the user when the band portion is worn by the user; and
a second pair of sensors in the plurality of sensors forming a second differential sensor configured to contact the user above second neuromuscular pathways of the user, distinct from the first neuromuscular pathways, when the band portion is worn by the user; and
memory including executable instructions for:
obtaining neuromuscular signals from the first differential sensor and the second differential sensor, wherein:
a first neuromuscular signal of the neuromuscular signals provides information concerning neuromuscular activity in a widthwise direction, and
a second neuromuscular signal of the neuromuscular signals provides information concerning neuromuscular activity in a radial direction;
obtaining a motion signal from the inertial measurement unit;
determining, based on the neuromuscular signals and the motion signal, a gesture that the user intends to perform; and
causing an operation to be performed at a computing device based on the gesture.
2. The wearable device of claim 1 , wherein:
the band portion includes a processor configured for execution of the executable instructions, such that the determining the gesture that the user intends to perform is conducted by the band portion of the wearable device via the processor.
3. The wearable device of claim 1 , wherein:
the band portion is configured to be coupled to a capsule portion of the wearable device via a removable connection.
4. The wearable device of claim 3 , wherein:
at least one reference electrode is on the band portion, and
a reference neuromuscular signal obtained from the at least one reference electrode is also used to determine the gesture the user intends to perform.
5. The wearable device of claim 1 , wherein:
the first pair of sensors in the plurality of sensors is arranged on the band portion such that, when the band portion is worn by the user, a respective sensor of the first pair is configured to depress into skin of the user by at least 0.8 millimeters.
6. The wearable device of claim 5 , wherein:
the second pair of sensors in the plurality of sensors is arranged on the band portion such that, when the band portion is worn by the user, a respective sensor of the second pair is configured to depress into skin of the user by at least 0.8 millimeters.
7. The wearable device of claim 1 , wherein:
the neuromuscular signals are amplified neuromuscular signals obtained by the band portion by mitigating noise and amplifying signals obtained from the first differential sensor and the second differential sensor, and
the amplified neuromuscular signals are used, in addition to the motion signal, to determine the gesture that the user intends to perform.
8. A non-transitory, computer-readable storage medium including instructions that, when executed by a wrist-wearable device including (i) a band portion configured to be worn by a user, (ii) an inertial measurement unit coupled to the band portion, (iii) a plurality of sensors on the band portion configured to contact the user while the wearable device is worn by the user, the plurality of sensors comprising: a first pair of sensors in the plurality of sensors forming a first differential sensor configured to contact the user above first neuromuscular pathways of the user when the band portion is worn by the user, and a second pair of sensors in the plurality of sensors forming a second differential sensor configured to contact the user above second neuromuscular pathways of the user, distinct from the first neuromuscular pathways, when the band portion is worn by the user, and (iv) memory including executable instructions for:
obtaining neuromuscular signals from the first differential sensor and the second differential sensor, wherein:
a first neuromuscular signal of the neuromuscular signals provides information concerning neuromuscular activity in a widthwise direction, and
a second neuromuscular signal of the neuromuscular signals provides information concerning neuromuscular activity in a radial direction;
obtaining a motion signal from the inertial measurement unit;
determining, based on the neuromuscular signals and the motion signal, a gesture that the user intends to perform; and
causing an operation to be performed at a computing device based on the gesture.
9. The non-transitory computer-readable storage medium of claim 8 , wherein:
the band portion includes a processor configured for execution of the executable instructions, such that the determining the gesture that the user intends to perform is conducted by the band portion of the wearable device via the processor.
10. The non-transitory computer-readable storage medium of claim 8 , wherein:
the band portion is configured to be coupled to a capsule portion of the wearable device via a removable connection.
11. The non-transitory computer-readable storage medium of claim 10 , wherein:
at least one reference electrode is on the band portion, and
a reference neuromuscular signal obtained from the at least one reference electrode is also used to determine the gesture the user intends to perform.
12. The non-transitory computer-readable storage medium of claim 8 , wherein:
the first pair of sensors in the plurality of sensors is arranged on the band portion such that, when the band portion is worn by the user, a respective sensor of the first pair is configured to depress into skin of the user by at least 0.8 millimeters.
13. The non-transitory computer-readable storage medium of claim 12 , wherein:
the second pair of sensors in the plurality of sensors is arranged on the band portion such that, when the band portion is worn by the user, a respective sensor of the second pair is configured to depress into skin of the user by at least 0.8 millimeters.
14. The non-transitory computer-readable storage medium of claim 8 , wherein:
the neuromuscular signals are amplified neuromuscular signals obtained by the band portion by mitigating noise and amplifying signals obtained from the first differential sensor and the second differential sensor, and
the amplified neuromuscular signals are used, in addition to the motion signal, to determine the gesture that the user intends to perform.
15. A method for sensing neuromuscular signals using a wrist-wearable device, the method comprising:
(i) a band portion configured to be worn by a user, (ii) an inertial measurement unit coupled to the band portion, (iii) a plurality of sensors on the band portion configured to contact the user while the wearable device is worn by the user, the plurality of sensors comprising: a first pair of sensors in the plurality of sensors forming a first differential sensor configured to contact the user above first neuromuscular pathways of the user when the band portion is worn by the user, and a second pair of sensors in the plurality of sensors forming a second differential sensor configured to contact the user above second neuromuscular pathways of the user, distinct from the first neuromuscular pathways, when the band portion is worn by the user, and (iv) memory including executable instructions for:
obtaining neuromuscular signals from the first differential sensor and the second differential sensor, wherein:
a first neuromuscular signal of the neuromuscular signals provides information concerning neuromuscular activity in a widthwise direction, and
a second neuromuscular signal of the neuromuscular signals provides information concerning neuromuscular activity in a radial direction;
obtaining a motion signal from the inertial measurement unit;
determining, based on the neuromuscular signals and the motion signal, a gesture that the user intends to perform; and
causing an operation to be performed at a computing device based on the gesture.
16. The method of claim 15 , wherein:
the band portion includes a processor configured for execution of the executable instructions, such that the determining the gesture that the user intends to perform is conducted by the band portion of the wearable device via the processor.
17. The method of claim 15 , wherein:
the band portion is configured to be coupled to a capsule portion of the wearable device via a removable connection.
18. The method of claim 17 , wherein:
at least one reference electrode is on the band portion, and
a reference neuromuscular signal obtained from the at least one reference electrode is also used to determine the gesture the user intends to perform.
19. The method of claim 15 , wherein:
the first pair of sensors in the plurality of sensors is arranged on the band portion such that, when the band portion is worn by the user, a respective sensor of the first pair is configured to depress into skin of the user by at least 0.8 millimeters.
20. The method of claim 19 , wherein:
the second pair of sensors in the plurality of sensors is arranged on the band portion such that, when the band portion is worn by the user, a respective sensor of the second pair is configured to depress into skin of the user by at least 0.8 millimeters.