Methods for improving signal quality in wearable biometric monitoring devices
A wearable biometric monitoring device is configured to assess the biometric signal quality of one or more sensors associated with the monitoring device, determine how the user should adjust the device to improve the biometric fit, and instruct the user to wear the biometric monitoring device a certain way. Communicating instructions to a user may include instructing the user to execute a testing regimen while wearing the biometric monitoring device. The testing regimen facilitates an estimation of a signal quality that can be used to provide feedback to the user that he/she needs to adjust the device to improve the biometric fit and the biometric signal quality.
1. A method of detecting if a biometric monitoring device is being worn by a subject, wherein the biometric monitoring device includes a PPG sensor, the method comprising:
receiving a signal produced by the PPG sensor;
processing the signal produced by the PPG sensor via at least one processor to determine a statistical distribution of a group of consecutive peaks in the signal;
determining via the at least one processor that the device is being worn if the statistical distribution of the group of consecutive peaks in the signal is consistent with R-R intervals of a living person or that the device is not being worn if the statistical distribution of the group of consecutive peaks in the signal is not consistent with R-R intervals of a living person; and
autonomously adjusting an adjustment mechanism of the biometric monitoring device responsive to the determination that the device is being worn.
2. The method of claim 1 , further comprising generating, via the at least one processor, an indication as to whether or not the biometric monitoring device is being worn by the subject responsive to whether or not the statistical distribution of the group of consecutive peaks in the signal is consistent with R-R intervals of a living person.
3. The method of claim 2 , wherein the indication comprises a flag.
4. The method of claim 1 , wherein the biometric monitoring device is integrated within an earbud, an audio headset, a wrist strap, a wrist watch, an ankle bracelet, or an armband.
5. The method of claim 1 , wherein the biometric monitoring device comprises a band configured to at least partially encircle a portion of the body of a subject, and wherein the portion of the body comprises a limb, a nose, an earlobe, and/or a digit.
6. A method of generating a physiological assessment of a subject wearing a biometric monitoring device, wherein the biometric monitoring device includes a PPG sensor, the method comprising:
receiving a signal produced by the PPG sensor comprising an AC component and a DC component;
processing the signal produced by the PPG sensor via at least one processor to determine an intensity of the DC component of the signal produced by the PPG sensor;
determining via the at least one processor that the device is being worn if the intensity of the DC component of the signal produced by the PPG sensor is within a first predetermined range; and
generating the physiological assessment of the subject in which first data associated with the signal received from the PPG sensor while the device is being worn is given a greater weight in generating the physiological assessment than second data associated with the signal received from the PPG sensor while the device is not being worn.
7. The method of claim 6 , further comprising generating, via the at least one processor, an indication as to whether or not the biometric monitoring device is being worn by the subject responsive to whether or not the intensity of the DC component of the signal produced by the PPG sensor is within the first predetermined range.
8. The method of claim 7 , wherein the indication comprises a flag.
9. The method of claim 6 , wherein the biometric monitoring device is integrated within an earbud, an audio headset, a wrist strap, a wrist watch, an ankle bracelet, or an armband.
10. The method of claim 6 , wherein the biometric monitoring device comprises a band configured to at least partially encircle a portion of the body of a subject, and wherein the portion of the body comprises a limb, a nose, an earlobe, and/or a digit.
11. The method of claim 6 , further comprising autonomously adjusting an adjustment mechanism of the biometric monitoring device responsive to determining that the device is being worn.
12. The method of claim 1 , wherein the adjustment mechanism is configured to facilitate proper placement of the biometric monitoring device relative to the body of the subject.
13. The method of claim 1 , wherein the adjustment mechanism comprises an actuator.
14. A method of generating a physiological assessment of a subject wearing a biometric monitoring device, wherein the biometric monitoring device includes a PPG sensor, the method comprising:
receiving a signal produced by the PPG sensor;
processing the signal produced by the PPG sensor via at least one processor to determine a statistical distribution of a group of consecutive peaks in the signal;
determining via the at least one processor that the device is not being worn if the statistical distribution of the group of consecutive peaks in the signal is not consistent with R-R intervals of a living person; and
generating the physiological assessment of the subject in which first data associated with the signal produced by the PPG sensor while the device is not being worn is not included or is provided a lesser weight in generating the physiological assessment responsive to the determination that the device is not being worn.
15. The method of claim 14 , wherein the signal is a first signal, and further comprising:
receiving a second signal produced by the PPG sensor; and
determining via the at least one processor that the device is being worn if a statistical distribution of the group of consecutive peaks in the second signal is consistent with R-R intervals of a living person,
wherein, while generating the physiological assessment of the subject, second data associated with the second signal produced by the PPG sensor while the device is being worn is given a greater weight than the first data associated with the first signal produced by the PPG sensor while the device is not being worn.
16. The method of claim 14 , wherein receiving the signal produced by the PPG sensor comprises receiving the signal while the device is not being worn by the subject.
17. The method of claim 1 , wherein determining via the at least one processor that the device is being worn further comprises distinguishing the R-R intervals of the living person from optical scatter signals received by the PPG sensor using the statistical distribution of the group of consecutive peaks in the signal.
18. The method of claim 14 , wherein determining via the at least one processor that the device is being worn further comprises distinguishing the R-R intervals of the living person from optical scatter signals received by the PPG sensor using the statistical distribution of the group of consecutive peaks in the signal.
19. The method of claim 1 , wherein the statistical distribution comprises a first calculation of a first percentage of the successive time-intervals between respective ones of the group of consecutive peaks that differ by more than 50 ms (milliseconds) divided by a total number of the successive time-intervals during a given time period and/or a second calculation of a power spectral density for high and low frequency ranges of the group of consecutive peaks in the signal.
20. The method of claim 14 , wherein the statistical distribution comprises a first calculation of a first percentage of the successive time-intervals between respective ones of the group of consecutive peaks that differ by more than 50 ms (milliseconds) divided by a total number of the successive time-intervals during a given time period and/or a second calculation of a power spectral density for high and low frequency ranges of the group of consecutive peaks in the signal.