Baseline correction and extraction of heartbeat profiles
A device may determine end-of-phase information for a plurality of wavelength channels of photoplethysmography (PPG) data. The device may calculate a set of baseline correction points for each wavelength channel of the plurality of wavelength channels. The set of baseline correction points may be calculated based on end-of-phase information for a wavelength channel of the plurality of wavelength channels and PPG data associated with the wavelength channel. The device may perform a baseline correction for each wavelength channel of the plurality of wavelength channels. A baseline correction may be performed for the wavelength channel based on the set of baseline correction points associated with the wavelength channel and the PPG data associated with the wavelength channel. The device may generate a baseline corrected heartbeat profile using a principal component analysis of a result of baseline correcting each wavelength channel of the plurality of wavelength channels.
1. A method comprising:
receiving, by a device, photoplethysmography data for a plurality of wavelength channels; and
providing, by the device, one or more of:
a baseline corrected heartbeat profile that is based on a baseline correction performed for a wavelength channel, of the plurality of wavelength channels, using a set of baseline correction points associated with the wavelength channel, or
information associated with the baseline corrected heartbeat profile.
2. The method of claim 1 , wherein the photoplethysmography data includes photometric response data.
3. The method of claim 2 , wherein the photometric response data indicates a blood volume beneath a skin surface at a location of a multispectral sensor device at a time point.
4. The method of claim 1 , wherein the plurality of wavelength channels comprises 64 channels.
5. The method of claim 1 , wherein receiving the photoplethysmography data comprises:
receiving the photoplethysmography data from a multispectral sensor device that is configured to be worn on a wrist.
6. The method of claim 5 , wherein the multispectral sensor device and the device are integrated within a same package or a same housing.
7. The method of claim 1 , further comprising:
determining end-of-phase information for the plurality of wavelength channels;
calculating the set of baseline correction points for the wavelength channel;
performing the baseline correction for the wavelength channel based on the set of baseline correction points and at least a portion of the photoplethysmography data associated with the wavelength channel; and
generating the baseline corrected heartbeat profile by performing a principal component analysis (PCA) on results of baseline correcting the plurality of wavelength channels,
wherein the results include a result of performing the baseline correction for the wavelength channel.
8. The method of claim 7 , wherein the end-of-phase information includes, for the wavelength channel, one or more of:
information that identifies end points of positive phases in the photoplethysmography data, or
information that identifies end points of negative phases in the photoplethysmography data; and
wherein the set of baseline correction points includes a set of points that define a baseline of the photoplethysmography data for the wavelength channel.
9. The method of claim 1 , wherein providing one or more of the baseline corrected heartbeat profile or the information associated with the baseline corrected heartbeat profile comprises:
providing, to a device configured to perform vital sign monitoring, the information associated with the baseline corrected heartbeat profile,
wherein the information associated with the baseline corrected heartbeat profile comprises an instantaneous heart rate that is based on the baseline corrected heartbeat profile.
10. The method of claim 1 , wherein providing one or more of the baseline corrected heartbeat profile or the information associated with the baseline corrected heartbeat profile comprises:
providing, to a device configured to perform biometric monitoring, the baseline corrected heartbeat profile,
wherein the biometric monitoring comprises one or more of blood oxygen saturation determination or hydration determination.
11. A device, comprising:
one or more memories; and
one or more processors, coupled to the one or more memories, configured to:
receive photoplethysmography data for one or more wavelength channels; and
provide one or more of:
a baseline corrected heartbeat profile that is based on a baseline correction for a wavelength channel of the one or more wavelength channels, or
information associated with the baseline corrected heartbeat profile.
12. The device of claim 11 , wherein the photoplethysmography data includes photometric response data.
13. The device of claim 12 , wherein the photometric response data indicates a blood volume beneath a skin surface at a location of a multispectral sensor device at a time point.
14. The device of claim 11 , wherein the one or more wavelength channels comprises 64 channels.
15. The device of claim 11 , wherein the one or more processors, to receive the photoplethysmography data, are configured to:
receive the photoplethysmography data from a multispectral sensor device that is configured to be worn on a wrist.
16. The device of claim 11 , wherein the one or more processors are further configured to:
determine end-of-phase information for the one or more wavelength channels;
calculate a set of baseline correction points for the wavelength channel;
perform the baseline correction for the wavelength channel based on the set of baseline correction points and at least a portion of the photoplethysmography data associated with the wavelength channel; and
generate the baseline corrected heartbeat profile by performing a principal component analysis (PCA) on results of baseline correcting the one or more wavelength channels,
wherein the results include a result of performing the baseline correction for the wavelength channel.
17. The device of claim 16 , wherein the end-of-phase information includes, for the wavelength channel, one or more of:
information that identifies end points of positive phases in the photoplethysmography data, or
information that identifies end points of negative phases in the photoplethysmography data; and
wherein the set of baseline correction points includes a set of points that define a baseline of the photoplethysmography data for the wavelength channel.
18. The device of claim 11 , wherein the one or more processors, to provide one or more of the baseline corrected heartbeat profile or the information associated with the baseline corrected heartbeat profile, are configured to:
provide, to a device configured to perform vital sign monitoring, the information associated with the baseline corrected heartbeat profile,
wherein the information associated with the baseline corrected heartbeat profile comprises an instantaneous heart rate that is based on the baseline corrected heartbeat profile.
19. The device of claim 11 , wherein the one or more processors, to provide one or more of the baseline corrected heartbeat profile or the information associated with the baseline corrected heartbeat profile, are configured to:
provide, to a device configured to perform biometric monitoring, the baseline corrected heartbeat profile,
wherein the biometric monitoring comprises one or more of blood oxygen saturation determination or hydration determination.
20. A non-transitory computer-readable medium storing a set of instructions, the set of instructions comprising:
one or more instructions that, when executed by one or more processors of a device, cause the device to:
receive photoplethysmography data for a plurality of wavelength channels; and
provide one or more of:
a baseline corrected heartbeat profile that is based on a baseline correction for a wavelength channel of the plurality of wavelength channels, or
information associated with the baseline corrected heartbeat profile.