Diastolic blood pressure measurement calibration
Various embodiments include methods and devices for measuring blood pressure. Various embodiments may include receiving, from one or more arterial measurement sensors, a pulse waveform representing arterial pressure as a function of time for each pulse of a series of blood pressure pulses. The series of blood pressure pulses may be correlated to arterial distension at a measurement location of the arterial measurement sensors on a subject's body. One or more elevations of the measurement location may be received from one or more elevation sensors. At least one pulse in the series of pulses may be identified that represents a transitional pulse based on one or more characteristics of the at least one pulse. A diastolic blood pressure may be determined based on the at least one identified transitional pulse and elevation measurements that correspond to the one identified pulse.
1. A method of measuring blood pressure using a non-interfering blood pressure measuring device, comprising:
receiving, from one or more arterial measurement sensors, a pulse waveform representing arterial pressure as a function of time for each pulse of a series of blood pressure pulses, wherein the series of blood pressure pulses are correlated to arterial distension at a measurement location of the one or more arterial measurement sensors on a subject's body;
receiving, from one or more elevation sensors, one or more elevations of the measurement location;
identifying, by a processor, at least one pulse in the series of blood pressure pulses that represents a transitional pulse based on one or more characteristics of the at least one pulse being indicative of a change in pulse shape; and
determining, by the processor, a diastolic blood pressure based on the at least one identified pulse and at least one elevation from the one or more elevations that correspond to the at least one identified pulse.
2. The method of claim 1 , wherein the series of blood pressure pulses are measured while a limb of the subject is raised from at or below a heart level of the subject to above the heart level.
3. The method of claim 1 , wherein the one or more characteristics of the at least one pulse comprises: amplitude, pulse shape, or any combination thereof.
4. The method of claim 1 , wherein identifying at least one pulse in the series of blood pressure pulses that represents the transitional pulse comprises identifying the at least one pulse in the series of blood pressure pulses with an amplitude that is a predetermined fraction of a maximum pulse amplitude.
5. The method of claim 1 , wherein identifying at least one pulse in the series of blood pressure pulses that represents the transitional pulse comprises comparing pulse shapes of each pulse in the series of blood pressure pulses to a mean pulse shape and identifying the transitional pulse within the series of blood pressure pulses based on the comparison of pulses shapes of each pulse to the mean pulse shape.
6. The method of claim 1 , wherein identifying at least one pulse in the series of blood pressure pulses that represents the transitional pulse comprises identifying one or more pulses within the series of blood pressure pulses having an oscillatory pulse shaped diastolic tail immediately preceded by an earlier pulse having a near exponential decay shaped diastolic tail.
7. The method of claim 1 , wherein identifying at least one pulse in the series of blood pressure pulses that represents the transitional pulse comprises identifying one or more pulses within the series of blood pressure pulses having a kink in a diastolic tail of an individual pulse, wherein the kink meets a threshold deviation from a predetermined pulse shape.
8. The method of claim 1 , wherein the one or more arterial measurement sensors comprises a non-interfering measuring device.
9. The method of claim 1 , further comprising:
applying a constant counter pressure, below a diastolic pressure of the subject, at the measurement location during the series of blood pressure pulses.
10. The method of claim 1 , wherein the one or more elevation sensors include an elevation sensor selected from the group consisting of an inertial sensor, a barometer, a magnetic near-field device, a visual inertial odometer, a global navigation satellite system (GNSS) based sensor, and a wireless local area network (WLAN) based sensor.
11. A blood pressure measuring device, comprising:
one or more arterial measurement sensors configured to measure arterial distension when positioned at a measurement location on a subject's body;
one or more elevation sensors configured to measure elevations of the measurement location; and
a processor coupled to the one or more arterial measurement sensors and the one or more elevation sensors, and configured to:
determine based on measurements of arterial distension by the one or more arterial measurement sensors a pulse waveform representing an arterial pressure as a function of time for each pulse of a series of blood pressure pulses;
receive, from the one or more elevation sensors, one or more elevations of the measurement location;
identify at least one pulse in the series of blood pressure pulses that represents a transitional pulse based on one or more characteristics of the at least one pulse being indicative of a change in pulse shape; and
determine a diastolic blood pressure based on the at least one identified pulse and at least one elevation from the one or more elevations that correspond to the at least one identified pulse.
12. The blood pressure measuring device of claim 11 , wherein the processor is configured to identify the at least one pulse in the series of blood pressure pulses that represents the transitional pulse by identifying at least one pulse in the series of blood pressure pulses with an amplitude that is a predetermined fraction of a maximum pulse amplitude.
13. The blood pressure measuring device of claim 11 , wherein the processor is further configured to identify at least one pulse in the series of blood pressure pulses that represents the transitional pulse by the one or more characteristics of the at least one pulse, wherein the one or more characteristics of the at least one pulse comprises: amplitude, pulse shape, or any combination thereof.
14. The blood pressure measuring device of claim 11 , wherein the processor is configured to identify at least one pulse in the series of blood pressure pulses that represents the transitional pulse by comparing pulse shapes of each pulse in the series of blood pressure pulses to a mean pulse shape and identifying the transitional pulse within the series of blood pressure pulses based on the comparison of pulses shapes of each pulse to the mean pulse shape.
15. The blood pressure measuring device of claim 11 , wherein the processor is configured to identify at least one pulse in the series of blood pressure pulses that represents the transitional pulse by identifying one or more pulses within the series of blood pressure pulses having an oscillatory pulse shaped diastolic tail immediately preceded by an earlier pulse having a near exponential decay shaped diastolic tail.
16. The blood pressure measuring device of claim 11 , wherein the processor is configured to identify at least one pulse in the series of blood pressure pulses that represents the transitional pulse by identifying one or more pulses within the series of blood pressure pulses having a kink in a diastolic tail of an individual pulse, wherein the kink meets a threshold deviation from a predetermined pulse shape.
17. The blood pressure measuring device of claim 11 , wherein the one or more arterial measurement sensors comprise a non-interfering measuring device configured to measure changes in distension of an artery without interfering with the arterial pressure at the measurement location during the series of blood pressure pulses.
18. The blood pressure measuring device of claim 11 , further comprising:
at least one counter pressure device selected from the group consisting of a patch, band, sleeve, and cuff configured to apply a constant counter pressure, below a diastolic pressure of the subject, wherein the at least one counter pressure device is configured to apply the constant counter pressure at the measurement location during the series of blood pressure pulses.
19. The blood pressure measuring device of claim 11 , wherein the one or more elevation sensors include an elevation sensor selected from the group consisting of an inertial sensor, a barometer, a magnetic near-field device, a visual inertial odometer, a global navigation satellite system (GNSS) based sensor, and a wireless local area network (WLAN) based sensor.
20. A blood pressure measuring device, comprising:
one or more arterial measurement sensors configured to measure arterial distension when positioned at a measurement location on a subject's body;
one or more elevation sensors configured to measure elevations of the measurement location;
means for receiving, from the one or more arterial measurement sensors, a pulse waveform representing an arterial pressure as a function of time for each pulse of a series of blood pressure pulses, wherein the series of blood pressure pulses are correlated to arterial distension at the measurement location of the one or more arterial measurement sensors on the subject's body;
means for receiving, from the one or more elevation sensors, one or more elevations of the measurement location;
means for identifying at least one pulse in the series of blood pressure pulses that represents a transitional pulse based on one or more characteristics of the at least one pulse being indicative of a change in pulse shape; and
means for determining a diastolic blood pressure based on the at least one identified pulse and at least one elevation from the one or more elevations that correspond to the at least one identified pulse.
21. A non-transitory processor-readable medium having stored there on processor-executable instructions configured to cause a processor of a blood pressure device to perform operations comprising:
receiving, from one or more arterial measurement sensors, a pulse waveform representing an arterial pressure as a function of time for each pulse of a series of blood pressure pulses, wherein the series of blood pressure pulses are correlated to arterial distension at a measurement location of the one or more arterial measurement sensors on a subject's body;
receiving, from one or more elevation sensors, one or more elevations of the measurement location;
identifying, by the processor, at least one pulse in the series of blood pressure pulses that represents a transitional pulse based on one or more characteristics of the at least one pulse being indicative of a change in pulse shape; and
determining, by the processor, a diastolic blood pressure based on the at least one identified pulse and at least one elevation from the one or more elevations that correspond to the at least one identified pulse.
22. The non-transitory processor-readable medium of claim 21 , wherein the series of blood pressure pulses are measured while a limb of the subject is raised from at or below a heart level of the subject to above the heart level.
23. The non-transitory processor-readable medium of claim 21 , wherein the one or more characteristics of the at least one pulse comprises: amplitude, pulse shape, or any combination thereof.
24. The non-transitory processor-readable medium of claim 21 , wherein identifying at least one pulse in the series of blood pressure pulses that represents the transitional pulse comprises identifying the at least one pulse in the series of blood pressure pulses with an amplitude that is a predetermined fraction of a maximum pulse amplitude.
25. The non-transitory processor-readable medium of claim 21 , wherein identifying at least one pulse in the series of blood pressure pulses that represents the transitional pulse comprises comparing pulse shapes of each pulse in the series of blood pressure pulses to a mean pulse shape and identifying the transitional pulse within the series of blood pressure pulses based on the comparison of pulses shapes of each pulse to the mean pulse shape.
26. The non-transitory processor-readable medium of claim 21 , wherein identifying at least one pulse in the series of blood pressure pulses that represents the transitional pulse comprises identifying one or more pulses within the series of blood pressure pulses having an oscillatory pulse shaped diastolic tail immediately preceded by an earlier pulse having a near exponential decay shaped diastolic tail.
27. The non-transitory processor-readable medium of claim 21 , wherein identifying at least one pulse in the series of blood pressure pulses that represents the transitional pulse comprises identifying one or more pulses within the series of blood pressure pulses having a kink in a diastolic tail of an individual pulse, wherein the kink meets a threshold deviation from a predetermined pulse shape.
28. The non-transitory processor-readable medium of claim 21 , wherein the one or more arterial measurement sensors comprises a non-interfering measuring device configured to measure changes in distension of an artery without interfering with the arterial pressure at the measurement location during the series of blood pressure pulses.
29. The non-transitory processor-readable medium of claim 21 , wherein the one or more elevation sensors include an elevation sensor selected from the group consisting of an inertial sensor, a barometer, a magnetic near-field device, a visual inertial odometer, a global navigation satellite system (GNSS) based sensor, and a wireless local area network (WLAN) based sensor.