TECHNIQUES FOR NOISE REDUCTION
Methods, systems, and devices for wavelength based noise filtering for a wearable ring device are described. For example, a noise filtering process may involve combining multiple wavelengths with different penetration depths. For instance, a first measurement may include a first signal gathered from emitting a first light and a second light. A second measurement may include a second signal gathered from emitting the first light and a third light. That is, the first light may be a common denominator between the two measurements. The wearable device may compare or contrast the different signals to determine a noise component. The wearable device may determine the noise component based on the differences between the measurements and their associated penetration depths. The device may then remove the noise component (e.g., filter the noise) from the first and second signals resulting in a clean signal.
1 . A method for noise filtering for a wearable ring device, comprising:
emitting light from a first set of light emitting elements of the wearable ring device, wherein the first set of light emitting elements comprises at least a first light emitting element associated with a first wavelength and a second light emitting element associated with a second wavelength different than the first wavelength;
emitting light from a second set of light emitting elements of the wearable ring device, wherein the second set of light emitting elements comprises at least the first light emitting element and a third light emitting element associated with a third wavelength;
measuring a first signal comprising a first representation of one or more physiological phenomenon, a first noise component, and a second noise component from the first set of light emitting elements, wherein the first noise component is a common noise component based at least in part on a first penetration depth associated with the first wavelength and the second noise component is based at least in part on a second penetration depth associated with the second wavelength;
measuring a second signal comprising a second representation of one or more physiological phenomenon, the first noise component, and a third noise component from the second set of light emitting elements, wherein the third noise component is based at least in part on a third penetration depth association with the third wavelength;
removing the first noise component from the first signal and the second signal based at least in part on comparing the first signal and the second signal; and
calculating a third signal based at least in part on removing the first noise component from the first signal and the second signal.
2 . The method of claim 1 , wherein the first penetration depth is substantially limited to a dermis skin layer of a finger and the second penetration depth substantially reaches an artery within a hypodermis skin layer of the finger.
3 . The method of claim 1 , wherein the first penetration depth is substantially limited to an epidermis skin layer of a finger and the second penetration depth substantially reaches a dermis skin layer of the finger.
4 . The method of claim 1 , wherein the first light emitting element comprises a first light emitting diode (LED), the second light emitting element comprises a second LED, and the third light emitting element comprises a third LED.
5 . The method of claim 4 , wherein the first wavelength comprises green light, the second wavelength comprises red light, and the third wavelength comprises infrared light.
6 . The method of claim 1 , wherein the one or more physiological phenomenon comprises blood oxygen levels, heart rate measurements, or both.
7 . The method of claim 1 , wherein the first noise component corresponds with motion artifacts associated with motion of the wearable ring device.
8 . An apparatus for noise filtering for a wearable ring device, comprising:
one or more memories storing processor-executable code; and
one or more processors coupled with the one or more memories and individually or collectively operable to execute the code to cause the apparatus to:
emit light from a first set of light emitting elements of the wearable ring device, wherein the first set of light emitting elements comprises at least a first light emitting element associated with a first wavelength and a second light emitting element associated with a second wavelength different than the first wavelength;
emit light from a second set of light emitting elements of the wearable ring device, wherein the second set of light emitting elements comprises at least the first light emitting element and a third light emitting element associated with a third wavelength;
measure a first signal comprising a first representation of one or more physiological phenomenon, a first noise component, and a second noise component from the first set of light emitting elements, wherein the first noise component is a common noise component based at least in part on a first penetration depth associated with the first wavelength and the second noise component is based at least in part on a second penetration depth associated with the second wavelength;
measure a second signal comprising a second representation of one or more physiological phenomenon, the first noise component, and a third noise component from the second set of light emitting elements, wherein the third noise component is based at least in part on a third penetration depth association with the third wavelength;
remove the first noise component from the first signal and the second signal based at least in part on comparing the first signal and the second signal; and
calculate a third signal based at least in part on removing the first noise component from the first signal and the second signal.
9 . The apparatus of claim 8 , wherein the first penetration depth is substantially limited to a dermis skin layer of a finger and the second penetration depth substantially reaches an artery within a hypodermis skin layer of the finger.
10 . The apparatus of claim 8 , wherein the first penetration depth is substantially limited to an epidermis skin layer of a finger and the second penetration depth substantially reaches a dermis skin layer of the finger.
11 . The apparatus of claim 8 , wherein the first light emitting element comprises a first light emitting diode (LED), the second light emitting element comprises a second LED, and the third light emitting element comprises a third LED.
12 . The apparatus of claim 11 , wherein the first wavelength comprises green light, the second wavelength comprises red light, and the third wavelength comprises infrared light.
13 . The apparatus of claim 8 , wherein the one or more physiological phenomenon comprises blood oxygen levels, heart rate measurements, or both.
14 . The apparatus of claim 8 , wherein the first noise component corresponds with motion artifacts associated with motion of the wearable ring device.
15 . A non-transitory computer-readable medium storing code for noise filtering for a wearable ring device, the code comprising instructions executable by one or more processors to:
emit light from a first set of light emitting elements of the wearable ring device, wherein the first set of light emitting elements comprises at least a first light emitting element associated with a first wavelength and a second light emitting element associated with a second wavelength different than the first wavelength;
emit light from a second set of light emitting elements of the wearable ring device, wherein the second set of light emitting elements comprises at least the first light emitting element and a third light emitting element associated with a third wavelength;
measure a first signal comprising a first representation of one or more physiological phenomenon, a first noise component, and a second noise component from the first set of light emitting elements, wherein the first noise component is a common noise component based at least in part on a first penetration depth associated with the first wavelength and the second noise component is based at least in part on a second penetration depth associated with the second wavelength;
measure a second signal comprising a second representation of one or more physiological phenomenon, the first noise component, and a third noise component from the second set of light emitting elements, wherein the third noise component is based at least in part on a third penetration depth association with the third wavelength;
remove the first noise component from the first signal and the second signal based at least in part on comparing the first signal and the second signal; and
calculate a third signal based at least in part on removing the first noise component from the first signal and the second signal.
16 . The non-transitory computer-readable medium of claim 15 , wherein the first penetration depth is substantially limited to a dermis skin layer of a finger and the second penetration depth substantially reaches an artery within a hypodermis skin layer of the finger.
17 . The non-transitory computer-readable medium of claim 15 , wherein the first penetration depth is substantially limited to an epidermis skin layer of a finger and the second penetration depth substantially reaches a dermis skin layer of the finger.
18 . The non-transitory computer-readable medium of claim 15 , wherein the first light emitting element comprises a first light emitting diode (LED), the second light emitting element comprises a second LED, and the third light emitting element comprises a third LED.
19 . The non-transitory computer-readable medium of claim 18 , wherein the first wavelength comprises green light, the second wavelength comprises red light, and the third wavelength comprises infrared light.
20 . The non-transitory computer-readable medium of claim 15 , wherein the one or more physiological phenomenon comprises blood oxygen levels, heart rate measurements, or both.