HARDWARE NOISE FILTERING
Methods, systems, and devices for hardware noise filtering are described. A wearable device may emit light from a set of light emitting elements (e.g., light emitting diodes (LEDs)) based on a known input signal. The wearable device may measure an output signal at a set of photodetectors. The output signal may be generated by passing the light emitted from the set of light emitting elements into a material in contact with the wearable device. The wearable device may compare the known input signal to the output signal and may determine a hardware noise component of the output signal based on a known environmental noise component of the output signal and the comparison. The wearable device may store the hardware noise component for filtering hardware noise from sensor measurements.
1 . A method for hardware noise filtering for a wearable device, comprising:
emitting light from a set of light emitting elements of the wearable device based at least in part on a known input signal to the set of light emitting elements;
measuring, at a set of photodetectors of the wearable device, an output signal, wherein the output signal is generated by passing the light emitted from the set of light emitting elements into a material in contact with the wearable device;
determining a hardware noise component of the output signal based at least in part on a known environmental noise component of the output signal and a comparison of the known input signal to the output signal; and
storing the hardware noise component.
2 . The method of claim 1 , wherein determining the hardware noise component comprises:
filtering out the known environmental noise component from the output signal.
3 . The method of claim 1 , wherein the known environmental noise component comprises ambient light noise, motion artifact noise, physiological phenomenon noise, or a combination thereof.
4 . The method of claim 3 , wherein a physiological phenomenon corresponding to the physiological phenomenon noise comprises a heart rate, an oxygen saturation level, a blood pressure, or a combination thereof.
5 . The method of claim 1 , further comprising:
determining the known environmental noise component based at least in part on one or more sensor measurements from the wearable device.
6 . The method of claim 1 , further comprising:
determining the known environmental noise component based at least in part on an environmentally controlled calibration setup, wherein the material in contact with the wearable device comprises an artificial material configured to mimic an optical property of human tissue.
7 . The method of claim 1 , further comprising:
activating, after storing the hardware noise component, the wearable device to collect a plurality of measurements of a physiological phenomenon of a wearer of the wearable device; and
filtering out the hardware noise component from the plurality of measurements.
8 . The method of claim 1 , further comprising:
performing a plurality of measurements using the set of light emitting elements and the set of photodetectors, wherein each measurement of the plurality of measurements corresponds to a different measurement parameter configuration; and
determining one or more hardware noise values for each measurement parameter configuration.
9 . The method of claim 8 , further comprising:
sorting the one or more hardware noise values for each measurement configuration to obtain a measurement parameter configuration range satisfying a threshold measurement accuracy value; and
storing the measurement parameter configuration range.
10 . The method of claim 1 , wherein the output signal corresponds to a plurality of signal paths associated with the set of light emitting elements and the set of photo detectors.
11 . An apparatus for hardware noise filtering for a wearable device, comprising:
a processor;
memory coupled with the processor; and
instructions stored in the memory and executable by the processor to cause the apparatus to:
emit light from a set of light emitting elements of the wearable device based at least in part on a known input signal to the set of light emitting elements;
measure, at a set of photodetectors of the wearable device, an output signal, wherein the output signal is generated by passing the light emitted from the set of light emitting elements into a material in contact with the wearable device;
determine a hardware noise component of the output signal based at least in part on a known environmental noise component of the output signal and a comparison of the known input signal to the output signal; and
store the hardware noise component.
12 . The apparatus of claim 11 , wherein the instructions to determine the hardware noise component are executable by the processor to cause the apparatus to:
filter out the known environmental noise component from the output signal.
13 . The apparatus of claim 11 , wherein the known environmental noise component comprises ambient light noise, motion artifact noise, physiological phenomenon noise, or a combination thereof.
14 . The apparatus of claim 13 , wherein a physiological phenomenon corresponding to the physiological phenomenon noise comprises a heart rate, an oxygen saturation level, a blood pressure, or a combination thereof.
15 . The apparatus of claim 11 , wherein the instructions are further executable by the processor to cause the apparatus to:
determine the known environmental noise component based at least in part on one or more sensor measurements from the wearable device.
16 . The apparatus of claim 11 , wherein the instructions are further executable by the processor to cause the apparatus to:
determine the known environmental noise component based at least in part on an environmentally controlled calibration setup, wherein the material in contact with the wearable device comprises an artificial material configured to mimic an optical property of human tissue.
17 . The apparatus of claim 11 , wherein the instructions are further executable by the processor to cause the apparatus to:
activate, after storing the hardware noise component, the wearable device to collect a plurality of measurements of a physiological phenomenon of a wearer of the wearable device; and
filter out the hardware noise component from the plurality of measurements.
18 . The apparatus of claim 11 , wherein the instructions are further executable by the processor to cause the apparatus to:
perform a plurality of measurements using the set of light emitting elements and the set of photodetectors, wherein each measurement of the plurality of measurements corresponds to a different measurement parameter configuration; and
determine one or more hardware noise values for each measurement parameter configuration.
19 . The apparatus of claim 18 , wherein the instructions are further executable by the processor to cause the apparatus to:
sort the one or more hardware noise values for each measurement configuration to obtain a measurement parameter configuration range satisfying a threshold measurement accuracy value; and
store the measurement parameter configuration range.
20 . A non-transitory computer-readable medium storing code for hardware noise filtering for a wearable device, the code comprising instructions executable by a processor to:
emit light from a set of light emitting elements of the wearable device based at least in part on a known input signal to the set of light emitting elements;
measure, at a set of photodetectors of the wearable device, an output signal, wherein the output signal is generated by passing the light emitted from the set of light emitting elements into a material in contact with the wearable device;
determine a hardware noise component of the output signal based at least in part on a known environmental noise component of the output signal and a comparison of the known input signal to the output signal; and
store the hardware noise component.