Pulse spectroscopy
An electronic fitness device comprises a first optical transmitter, an optical receiver, and a processing element. The first optical transmitter is configured to transmit a first optical signal and a second optical signal. The optical receiver is configured to receive the first and optical signals and to generate first and second photoplethysmogram (PPG) signals resulting from the received optical signals. The processing element is configured to control the first optical transmitter to transmit the first optical signal the second optical signal, receive the first and second PPG signals from the optical receiver and compare them, identify a common cardiac component present in the first and the second PPG signals based on the comparison, determine a signal filter parameter based on the common cardiac component, and generate first and second cardiac components from the first and second PPG signals, respectively, based on the signal filter parameter.
1. An electronic fitness device comprising:
a housing including a bottom wall adapted to be positioned over the skin of a user;
a first optical transmitter positioned along the bottom wall, the first optical transmitter configured to transmit a first optical signal having a first wavelength;
a second optical transmitter positioned along the bottom wall, the second optical transmitter configured to transmit a second optical signal having a second wavelength;
an optical receiver positioned along the bottom wall, the optical receiver configured to receive the first and the second optical signals modulated by the skin of the user and generate first and second photoplethysmogram (PPG) signals resulting from the received first and the received second optical signals, respectively, each optical signal containing a cardiac component of the user; and
a processing element in electronic communication with the first optical transmitter, second optical transmitter and the optical receiver, the processing element configured to:
control the first optical transmitter to transmit the first optical signal during a first period of time and the second optical signal during a second period of time,
receive the first and the second PPG signals from the optical receiver,
compare the first and the second PPG signals,
identify a common component present in the first and the second PPG signals based on the comparison,
determine a signal filter parameter based on the common component,
generate a first cardiac component from the first PPG signal based on the signal filter parameter,
generate a second cardiac component from the second PPG signal based on the signal filter parameter, and
determine blood-related physiological information based on the first and the second cardiac component;
wherein a first path from the first optical transmitter to the first optical receiver along which the first optical signal travels is substantially different from a second path from the second optical transmitter to the first optical receiver along which the second optical signal travels.
2. The electronic fitness device of claim 1 , further comprising at least a first signal filter and a second signal filter, and wherein the processing element:
generates the first cardiac component by filtering the first PPG signal with the first signal filter using the signal filter parameter, and
generates the second cardiac component by filtering the second PPG signal with the second signal filter using the signal filter parameter.
3. The electronic fitness device of claim 1 , further comprising a third optical transmitter positioned along the bottom wall, the third optical transmitter configured to transmit a third optical signal, wherein the processing element is further configured to:
control the third optical transmitter to transmit the third optical signal during a third period of time,
receive the third PPG signal from the optical receiver, and
generate a third cardiac component from the third PPG signal based on the signal filter parameter.
4. The electronic fitness device of claim 1 , wherein the processing element is further configured to utilize the signal filter parameter to generate a transfer function that is applied to each of at least a first signal filter and a second signal filter, and wherein the processing element:
generates the first cardiac component by filtering the first PPG signal with the first signal filter, and
generates the second cardiac component by filtering the second PPG signal with the second signal filter.
5. The electronic fitness device of claim 1 , wherein the signal filter parameter is a spectral parameter of the common component, and wherein the processing element:
generates the first cardiac component by filtering the first PPG signal with the first signal filter using the spectral parameter, and
generates the second cardiac component by filtering the second PPG signal with the second signal filter using the spectral parameter.
6. The electronic fitness device of claim 1 , wherein the signal filter parameter is a common waveform associated with the common component and the processing element:
generates the first cardiac component by comparing the first PPG signal with the common waveform, and
generates the second cardiac component by comparing the second PPG signal with the common waveform.
7. The electronic fitness device of claim 1 , wherein the processing element is further configured to:
determine values of a plurality of filter coefficients for each of at least a first signal filter and a second signal filter using the signal filter parameter, each signal filter being a discrete-time, multi-tap time delay line filter with each tap configured using one of the plurality of filter coefficients, and
periodically update the filter coefficients based on a feedback signal based on a difference between the first cardiac component and the second PPG signal.
8. The electronic fitness device of claim 1 , wherein the signal filter parameter is one of a filter coefficient, a waveform associated with the identified common cardiac component, or a spectral parameter of the identified common cardiac component.
9. The electronic fitness device of claim 1 , wherein the determined blood-related physiological information is a pulse-oximetry level.
10. The electronic fitness device of claim 1 , wherein the first period of time partially overlaps with the second period of time.
11. An electronic fitness device comprising:
a housing including a bottom wall adapted to be positioned over the skin of a user;
a first optical transmitter positioned along the bottom wall, the first optical transmitter configured to transmit a first optical signal having a first wavelength;
a second optical transmitter positioned along the bottom wall, the second optical transmitter configured to transmit a second optical signal having a second wavelength;
a first optical receiver positioned along the bottom wall, the first optical receiver configured to receive the first optical signal modulated by the skin of the user and generate a first photoplethysmogram (PPG) signal resulting from the received first optical signal;
a second optical receiver positioned along the bottom wall, the second optical receiver configured to receive the second optical signal modulated by the skin of the user and generate a second PPG signal resulting from the received second optical signal; and
a processing element in electronic communication with the first optical transmitter, second optical transmitter, the first optical receiver and the second optical receiver, the processing element configured to:
control the first optical transmitter to transmit the first optical signal during a first period of time and the second optical signal during a second period of time,
receive the first PPG signal from the first optical receiver,
receive the second PPG signal from the second optical receiver,
compare the first and the second PPG signals,
identify a common component present in the first and the second PPG signals based on the comparison,
determine a signal filter parameter based on the common component,
generate a first cardiac component from the first PPG signal based on the signal filter parameter,
generate a second cardiac component from the second PPG signal based on the signal filter parameter, and
determine blood-related physiological information based on the first and the second cardiac component;
wherein a first path from the first optical transmitter to the first optical receiver along which the first optical signal travels is substantially different from a second path from the second optical transmitter to the first optical receiver along which the second optical signal travels.
12. The electronic fitness device of claim 11 , further comprising at least a first signal filter and a second signal filter, wherein the processing element:
generates the first cardiac component by filtering the first PPG signal with the first signal filter using the signal filter parameter, and
generates the second cardiac component by filtering the second PPG signal with the second signal filter using the signal filter parameter; and
wherein the first period of time partially overlaps with the second period of time.
13. The electronic fitness device of claim 11 , further comprising a third optical transmitter positioned along the bottom wall, the third optical transmitter configured to transmit a third optical signal, wherein the processing element is further configured to:
control the third optical transmitter to transmit the third optical signal during a third period of time,
receive the third PPG signal from one of the first optical receiver and the second optical receiver, and
generate a third cardiac component from the third PPG signal based on the signal filter parameter.
14. The electronic fitness device of claim 11 , further comprising:
a third optical transmitter positioned along the bottom wall, the third optical transmitter configured to transmit a third optical signal; and
a third optical receiver positioned along the bottom wall, the third optical receiver configured to receive the third optical signal modulated by the skin of the user and generate a third PPG signal resulting from the received third optical signal;
wherein the processing element is further configured to:
control the third optical transmitter to transmit the third optical signal during a third period of time,
receive the third PPG signal from the third optical receiver, and
generate a third cardiac component from the third PPG signal based on the signal filter parameter.
15. The electronic fitness device of claim 11 , wherein the processing element is further configured to utilize the signal filter parameter to generate a transfer function that is applied to each of at least a first signal filter and a second signal filter, and wherein the processing element:
generates the first cardiac component by filtering the first PPG signal with the first signal filter, and
generates the second cardiac component by filtering the second PPG signal with the second signal filter.
16. The electronic fitness device of claim 11 , wherein the signal filter parameter is a spectral parameter of the common component, and wherein the processing element:
generates the first cardiac component by filtering the first PPG signal with the first signal filter using the spectral parameter, and
generates the second cardiac component by filtering the second PPG signal with the second signal filter using the spectral parameter.
17. The electronic fitness device of claim 11 , wherein the signal filter parameter is a common waveform associated with the common component and the processing element:
generates the first cardiac component by comparing the first PPG signal with the common waveform, and
generates the second cardiac component by comparing the second PPG signal with the common waveform.
18. The electronic fitness device of claim 11 , wherein the determined blood-related physiological information is a pulse-oximetry level.