# US 2023/0056434 A1 · Apparatus and method for estimating blood pressure > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 2023/0056434 A1 - Document ID: US20230056434A1 - Status: Published application - Kind: A1 - Application number: 17/835,577 - Filed: 2022-06-08 - Published: 2023-02-23 - Earliest claimed: 2021-08-17 - Assignees: Samsung Electronics Co., Ltd. - Applicants: Samsung Electronics Co., Ltd - Inventors: Dae Geun JANG; Chang Soon Park; Ui Kun Kwon; Young Soo Kim - Web page: https://patentgrep.com/patent/US20230056434A1 ## CPC - A61B 5/02116: {of pulse wave amplitude (A61B5/02225 takes precedence)} - A61B 5/02416: {using photoplethysmograph signals, e.g. generated by infrared radiation (A61B5/14552 takes precedence)} - A61B 5/681: {Wristwatch-type devices} - A61B 5/6831: {Straps, bands or harnesses} - A61B 5/7221: {Determining signal validity, reliability or quality (preventing, reducing or removing noise induced by motion artefacts A61B5/7207; noise originating from a therapeutic or surgical apparatus A61B5/7217)} - A61B 5/6816: {Ear lobe} - A61B 2560/0223: of calibration, e.g. protocols for calibrating sensors - A61B: DIAGNOSIS; SURGERY; IDENTIFICATION (usefulness limited to only animals A61D) ## Abstract An apparatus for estimating blood pressure according to an example embodiment of the present disclosure includes: a pulse wave sensor configured to measure a pulse wave signal from an object; and a processor configured to obtain a first feature and a heart rate based on the pulse wave signal, estimate a mean arterial pressure (MAP) based on the first feature and the heart rate, and estimate a first blood pressure based on the MAP and a pulse pressure (PP). ## Claims ### Claim 1 An apparatus for estimating blood pressure, the apparatus comprising: a pulse wave sensor configured to measure a pulse wave signal from an object; and a processor configured to: obtain a first feature and a heart rate based on the pulse wave signal, estimate a mean arterial pressure (MAP) based on the first feature and the heart rate, and estimate a first blood pressure based on the MAP and a pulse pressure (PP). ### Claim 2 (depends on 1) The apparatus of claim 1, wherein the first feature comprises a ratio between a first amplitude at a first time point and a second amplitude at a second time point in the pulse wave signal. ### Claim 3 (depends on 1) The apparatus of claim 1, wherein the processor is further configured to segment the pulse wave signal into a plurality of unit waveforms, and obtain the heart rate by using the plurality of unit waveform. ### Claim 4 (depends on 1) The apparatus of claim 1, wherein the processor is further configured to: normalize the heart rate and the first feature based on a reference heart rate and a reference first feature that are obtained at a calibration time, respectively, obtain a variation in the pulse wave signal based on the normalized heart rate and the normalized first feature, and obtain the MAP based on the variation in the pulse wave signal and a reference MAP that is measured at the calibration time. ### Claim 5 (depends on 1) The apparatus of claim 1, wherein the processor is further configured to obtain the PP by using a reference blood pressure at a calibration time. ### Claim 6 (depends on 1) The apparatus of claim 1, wherein the processor is further configured to obtain the first blood pressure by combining the MAP and the PP. ### Claim 7 (depends on 1) The apparatus of claim 1, wherein the processor is further configured to obtain one or more second features based on the pulse wave signal, and estimate a second blood pressure by using the one or more second features. ### Claim 8 (depends on 7) The apparatus of claim 7, wherein the processor is further configured to: normalize the one or more second features based on a reference second feature that is obtained at a calibration time, obtain a variation in the pulse wave signal based on the normalized one or more second features, and estimate the second blood pressure based on the variation in the pulse wave signal and a reference blood pressure at the calibration time. ### Claim 9 (depends on 7) The apparatus of claim 7, wherein the processor is further configured to: determine reliability in estimating blood pressure based on directions of changes in the first blood pressure and the second blood pressure compared to a calibration time, and obtain a third blood pressure based on the determined reliability by using at least one of the first blood pressure and the second blood pressure. ### Claim 10 (depends on 9) The apparatus of claim 9, wherein upon determining that the reliability is high, the processor is further configured to obtain one of the first blood pressure and the second blood pressure, which has a greater variation compared to a reference blood pressure that is measured at a calibration time, as the third blood pressure, and upon determining that the reliability is low, the processor is further configured to obtain an average value of the first blood pressure and the second blood pressure as the third blood pressure. ### Claim 11 (depends on 9) The apparatus of claim 9, wherein if a first value, obtained by subtracting a reference blood pressure from the first blood pressure, has a same sign as a second value obtained by subtracting the reference blood pressure from the second blood pressure, the processor determines that the reliability is high, and if not, the processor determines that the reliability is low. ### Claim 12 A method of estimating blood pressure, the method comprising: measuring a pulse wave signal from an object; obtaining a first feature and a heart rate based on the pulse wave signal; estimating a mean arterial pressure (MAP) based on the first feature and the heart rate; and estimating a first blood pressure based on the MAP and a pulse pressure (PP). ### Claim 13 (depends on 12) The method of claim 12, wherein the estimating of the MAP comprises: normalizing the heart rate and the first feature based on a reference heart rate and a reference first feature that are obtained at a calibration time, respectively; obtaining a variation in the pulse wave signal based on the normalized heart rate and the normalized first feature; and obtaining the MAP based on the variation in the pulse wave signal and a reference MAP that is measured at the calibration time. ### Claim 14 (depends on 12) The method of claim 12, further comprising: obtaining one or more second features based on the pulse wave signal; and estimating a second blood pressure based on the one or more second features. ### Claim 15 (depends on 14) The method of claim 14, wherein the estimating of the second blood pressure comprises: normalizing the obtained one or more second features based on a reference second feature that is obtained at a calibration time; obtaining a variation in the pulse wave signal based on the normalized one or more second features; and estimating the second blood pressure based on the variation in the pulse wave signal and a reference blood pressure at the calibration time. ### Claim 16 (depends on 14) The method of claim 14, further comprising: determining reliability in estimating blood pressure based on directions of changes in the first blood pressure and the second blood pressure compared to a calibration time; and obtaining a third blood pressure based on the reliability by using at least one of the first blood pressure and the second blood pressure. ### Claim 17 (depends on 16) The method of claim 16, wherein the obtaining of the third blood pressure comprises, in response to determining that the reliability is high, obtaining one of the first blood pressure and the second blood pressure, which has a greater variation compared to a reference blood pressure that is measured at a calibration time, as the third blood pressure, and in response to determining that the reliability is low, obtaining an average value of the first blood pressure and the second blood pressure as the third blood pressure. ### Claim 18 (depends on 16) The method of claim 16, wherein the determining of the reliability comprises, if a first value, obtained by subtracting a reference blood pressure from the first blood pressure, has a same sign as a second value obtained by subtracting the reference blood pressure from the second blood pressure, determining that the reliability is high, and if not, determining that the reliability is low. ### Claim 19 A wearable device comprising: a main body; and a strap connected to the main body, wherein the main body comprises: a photoplethysmogram (PPG) sensor that comprises a plurality of light sources configured to emit a green light, a red light, and an infrared light, and are disposed on a rear surface of the main body to obtain a pulse wave signal by using the plurality of light sources; and a processor configured to obtain calibration information that comprises a reference pulse wave signal that is measured by the PPG sensor while a user of the wearable device is in a resting state, and user profile information comprising a gender and an age of the user; and estimate a cardiovascular state of the user based on the pulse wave signal at a measurement time of the cardiovascular state, and the calibration information. ### Claim 20 (depends on 19) The wearable device of claim 19, wherein the processor is further configured to: obtain a feature representing a change in an amplitude of the pulse wave signal between two time points in the pulse wave signal; estimate a mean arterial pressure (MAP) and a pulse pressure (PP) based on the feature representing the change in the amplitude of the pulse wave signal; and estimate the cardiovascular state of the user based on the MAP, the PP, and the calibration information.