The present disclosure relates to the technical field of wearable devices, and more specifically relates to an apparatus for detecting biometric information and an electronic device.
At present, a mercury sphygmomanometer is a golden standard in the field of blood pressure measurement. The mercury sphygmomanometer requires a user to have certain professional knowledge, and can be dynamically regulated by the user according to actual situation of a testee, so that its test result is accurate and it is applicable to a wide range of people. Electronic sphygmomanometers available on the current market may not need to be used and operated by professional personnel, but the electronic sphygmomanometers cannot meet the needs of hypertension groups for real-time blood pressure management because their overall size is large and they are generally suitable for placement in households and are not portable.
Therefore, how to miniaturize a blood pressure measuring apparatus, so that it facilitates offering portability for users, and achieves blood pressure monitoring in a non-household environment for the users, is a technical problem in urgent need of solution.
A first aspect of embodiments of the present disclosure provides an apparatus for detecting biometric information, including:
In a possible embodiment, the apparatus further includes a pressure detector electrically connected to the analog front end.
In a possible embodiment, the finger stall is a two-end through type finger stall with an annular cross section.
In a possible embodiment, the finger stall is a non-through type;
In a possible embodiment, the finger stall further includes an air conduit connected to the gasbag.
In a possible embodiment, the mechanical structure includes a spring structure, where the spring structure includes a spring body and a connecting plate; and
the connecting plate is connected to one end of the spring body, another end of the spring body is connected to the finger stall, and the spring structure is arranged on one side inside the finger stall close to the opening.
In a possible embodiment, the spring body includes a first spring body and a second spring body, and the connecting plate includes a first connecting plate and a second connecting plate; and
the first connecting plate is connected to the first spring body, the second connecting plate is connected to the second spring body, the light emitter is arranged on the first connecting plate, and the photodiode is arranged on the second connecting plate.
In a possible embodiment, the mechanical structure or the gasbag is arranged on one side inside the finger stall close to the opening.
In a possible embodiment, the mechanical structure includes a motor structure, where the motor structure includes a motor and a connecting plate, the connecting plate is connected to the motor, the motor is configured to control movement of the connecting plate, and the motor structure is arranged on one side inside the finger stall close to the opening.
In a possible embodiment, the biometric information further includes at least one of a heart rate value and a blood oxygen value.
A second aspect of the embodiments of the present disclosure provides an electronic device, including the apparatus for detecting biometric information provided in the first aspect of the embodiments of the present disclosure and a display screen arranged on an outer surface of the apparatus, where the display screen is configured to display the biometric information.
In a possible embodiment, the electronic device includes a smart ring, a finger clip-type blood pressure meter, a finger clip-type blood pressure oximeter, and a finger clip-type multi-parameter meter.
Embodiments of the present disclosure provide an apparatus for detecting biometric information that can measure blood pressure based on a finger, and complete accurate blood pressure measurement in a small volume, thereby miniaturizing a blood pressure measuring apparatus, and facilitating offering portability for users.
The embodiments of the present disclosure further provide an electronic device that can facilitate quickly and conveniently monitoring real-time blood pressure of hypertension users in a non-household environment, and improving the user experience.
Technical solutions of embodiments of the present disclosure will be clearly and completely described below with reference to the drawings.
The terms used in the present disclosure are intended merely to describe particular embodiments, and are not intended to limit the present disclosure. The singular forms of “a” and “the” used in the present disclosure and the appended claims are also intended to include plural forms, unless the context clearly indicates other meanings.
In addition, the terms such as “first” and “second” are only used for distinguishing between similar objects, but cannot be understood as indicating or implying relative importance or implicitly indicating the number of indicated technical features. Thus, features defined with “first,” “second,” or the like may explicitly or implicitly include one or more of the features.
As shown in
In the case when the blood vessel 102 is systolic or the blood vessel 102 is diastolic, a pressure value and a pressure pulse wave or a photoelectric pulse wave of the blood vessel 102 are recorded synchronously.
A waveform of the pressure pulse wave and a waveform of the photoelectric pulse wave have similar morphological characteristics. The pressure pulse wave and the photoelectric pulse wave are actually two different manifestations of a same arterial periodic pulsation process, and therefore both essentially reflect a functional state of the cardiovascular system. Therefore, characteristics of pressure pulse wave or photoelectric pulse wave signals may be analyzed and studied, to extract physiological and pathological information contained therein, thus providing assistance for early diagnosis and prevention of cardiovascular system-related diseases.
The pressure pulse wave is generally detected and acquired at superficial arteries such as radial artery, carotid artery, or femoral artery. A change curve of arterial pressure over time is photoplethysmographized using a pressure detector to obtain the waveform of the pressure pulse wave. The photoelectric pulse wave is generally detected and acquired using a photoelectric sensor, is therefore often referred to as photoelectric volume pulse wave, and is usually detected and obtained by photo plethysmography (PPG). A change curve of blood volume over time photoplethysmographized using this method is called the waveform of the photoelectric pulse wave, and is also abbreviated as PPG waveform below.
Relevant features, such as a peak value of the PPG waveform, are extracted based on the waveform of the pressure pulse wave or the photoelectric pulse wave during systole or diastole, to plot an envelope curve. According to the principle of oscillography, a maximum amplitude is the Mean Blood Pressure (MBP), and then, a systolic blood pressure (SBP) and a diastolic blood pressure (DBP) can be obtained by conventional double Gaussian fitting, envelope bathmometry, or deep learning algorithm.
Specifically,
As shown in
a finger stall 200, the finger stall 200 including a mechanical structure 24 or a gasbag 25, where the mechanical structure 24 or the gasbag 25 is configured to fix the finger stall 200 on a finger 10 of a user.
Optionally, referring to
Optionally, referring to
In the embodiment of the present disclosure, the two-end through type finger stall 202 and the non-through type finger stall 201 may each include the mechanical structure 24 or the gasbag 25.
Optionally, the mechanical structure 24 or the gasbag 25 is arranged on one side inside the finger stall 200 close to the opening.
When the non-through type finger stall 201 is worn on the finger 10 of the user, the opening side of the non-through type finger stall 201 is close to the third knuckle of the finger 10, and the mechanical structure 24 or the gasbag 25 is arranged on one side inside the non-through type finger stall 201 close to the opening, to collect a waveform of a pressure pulse wave or a photoelectric pulse wave at the third knuckle.
As an optional embodiment, referring to
As another optional embodiment, the finger stall 200 includes the mechanical structure 24, where the mechanical structure 24 is configured to fix the finger stall 200 on the finger 10 of the user. The mechanical structure 24 includes a spring structure 240, where the spring structure 240 includes a spring body 241 and a connecting plate 242. The connecting plate 242 is connected to one end of the spring body 241, another end of the spring body 241 is connected to the finger stall 200, and the spring structure 240 is arranged on one side inside the finger stall 200 close to the opening.
Specifically, as an optional embodiment, referring to
the first connecting plate 2421 is connected to the first spring body 2411, the second connecting plate 2422 is connected to the second spring body 2412, a light emitter 211 is arranged on the first connecting plate 2421, and a photodiode 212 is arranged on the second connecting plate 2422.
As another optional embodiment, the mechanical structure 24 includes a motor structure, where the motor structure includes a motor and a connecting plate, the connecting plate is connected to the motor, the motor is configured to control movement of the connecting plate, and the motor structure is arranged on one side inside the finger stall 200 close to the opening. The motor can control the connecting plate to perform systolic and diastolic operations on the blood vessel 102.
A pulse wave sensor 210, the pulse wave sensor 210 including the light emitter 211 and the photodiode 212, where the light emitter 211 is configured to emit a light signal which reaches the photodiode 212 after being reflected or transmitted by a to-be-detected object, and the photodiode 212 is configured to convert the received light signal into an electrical signal.
Specifically, referring to the pulse wave sensor 210 in
Specifically, referring to the pulse wave sensor 210 in
An analog front end (AFE) 220, the analog front end 220 being electrically connected to the pulse wave sensor 210, the analog front end 220 being configured to receive the electrical signal and output an analog front end signal.
Specifically, the analog front end 220 can perform, e.g., amplification, filtering, and analog-to-digital (AD) conversion on the electrical signal sensed by the pulse wave sensor 210, and the processed signal is the analog front end signal.
A microcontroller unit (MCU) 230, the microcontroller unit 230 being electrically connected to the analog front end 220, the microcontroller unit 230 being configured to receive the analog front end signal and output the biometric information, the biometric information including a blood pressure value.
Optionally, during blood pressure detection, the microcontroller unit (MCU) can process the analog front end signal by conventional double Gaussian fitting, envelope bathmometry, or deep learning algorithm, and then obtain a blood pressure value including a systolic blood pressure (SBP) and a diastolic blood pressure (DBP).
As an optional embodiment, the biometric information further includes at least one of a heart rate value and a blood oxygen value. The pulse wave sensor 210 can be used for both blood pressure detection, and heart rate and blood oxygen detection, thereby achieving multiplexing of the pulse wave sensor 210, simplifying the structure of the apparatus 20, and saving costs.
Optionally, referring to
As an optional embodiment, the pressure detector 260 can be configured to measure the pressure pulse wave, and then compute the blood pressure value based on the pressure pulse wave, while the pulse wave sensor 210 will be configured to measure the heart rate value and the blood oxygen value.
As another optional embodiment, the pressure detector 260 and the pulse wave sensor 210 can be combined to measure the blood pressure value, and two initial blood pressure values can be computed based on the pressure pulse wave measured by the pressure detector 260 and the photoelectric pulse wave measured by the pulse wave sensor 210, respectively. Then, the two initial blood pressure values can be processed, e.g., by averaging to obtain a target blood pressure value. In the present embodiment, the blood pressure value is computed using both the pressure detector 260 and the pulse wave sensor 210, thereby improving the accuracy of the computation result of the blood pressure value.
It should be noted that the pressure detector 260 not only can be applied to the apparatus in
Specifically, referring to both
General computing method of the oscillography is that: a pressure corresponding to maximum change of the blood vessel volume is the mean blood pressure (MBP), and then an internal relationship between the systolic blood pressure (SBP), the diastolic blood pressure (DBP), and the mean blood pressure (MBP) is determined based on envelope curve features, to finally obtain the blood pressure result.
first, the envelope curve is fitted using a double Gaussian function:
A1 and B1 are an ordinate and an abscissa of a peak point of the envelope curve respectively, A2 is an ordinate of an intersection point of the envelope curve and the y-axis, B2 is a difference between an abscissa of a point that is located to the left of the peak point and is half the height of the peak point on the envelope curve (that can be called the left half height point) and the abscissa of the peak point, and B3 is a difference between an abscissa of a point that is located to the right of the peak point and is half the height of the peak point on the envelope curve (that can be called the right half height point) and the abscissa of the peak point.
Then, after parameters of the envelope curve are obtained, the diastolic blood pressure (DBP), the systolic blood pressure (SBP), and the mean blood pressure (MBP) are computed as per the following formula:
The blood pressure can be computed not only by the above-mentioned double Gaussian fitting, but also selectively by envelope bathmometry.
Specifically, the principle of the envelope bathmometry is that: an artery has highest elasticity under zero transmural pressure conditions, and two inflection points are located to the left and to the right of the peak point of the envelope curve of the pressure pulse wave. Cuff pressures corresponding to the two inflection points are the systolic blood pressure (SBP) and the diastolic blood pressure (DBP), respectively. The inflection points correspond to largest pressure changes, so that an absolute value of a first derivative of the corresponding envelope curve is a maximum value. In this case, a value of a second derivative of the corresponding envelope curve should be 0. Therefore, the two inflection points to the left and to the right of the peak point of the envelope curve can be found by computing the value of the first derivative or the value of the second derivative of the envelope curve of the pressure pulse wave, thereby computing the systolic blood pressure (SBP) and the diastolic blood pressure (DBP) respectively.
In
The SBP0 and DBP0 represent real values of the systolic blood pressure and the diastolic blood pressure recorded using a mercury stethoscope, while SBP1 and DBP1 represent values of the systolic blood pressure and the diastolic blood pressure computed by collecting a pressure pulse wave at a fingertip.
As can be seen from
In Table 1 below, blood pressure measurement is performed on 25 subjects at different sites such as the arm, wrist, third knuckle, and second knuckle by collecting pressure pulse waves via oscillography, by envelope fitting via extraction of peaks of the pressure pulse waves, and finally by computing a correlation coefficient among the envelope peak (EP) and the systolic blood pressure (SBP), the diastolic blood pressure (DBP), and the mean arterial pressure (MAP).
As can be seen from Table 1, the correlation coefficient among the systolic blood pressure (SBP), the diastolic blood pressure (DBP), and the mean arterial pressure (MAP) measured at the arm, wrist, third knuckle, and second knuckle and the envelope peak EP is strongly correlated with blood pressures at the third knuckle and the second knuckle, no matter for subjects with normal blood pressure or for subjects with hypertension.
The accuracy evaluation results of the blood pressure data measured at the third knuckle and the second knuckle are presented in Table 2 below, respectively.
The MD represents a median deviation (MD), and SD represents a standard deviation (SD).
The accuracy evaluation results of the blood pressure data measured at the third knuckle and the second knuckle can be seen from Table 2. Specifically, an absolute value of a median deviation (SBP_MD) of the systolic blood pressure (SBP) and an absolute value of a median deviation (DBP_MD) of the diastolic blood pressure (DBP) are each less than 5, and an absolute value of a standard deviation (SBP_SD) of the systolic blood pressure (SBP) and an absolute value of a standard deviation (DBP_SD) of the diastolic blood pressure (DBP) are each less than 8, complying with the ISO medical standard.
The apparatus 20 for detecting biometric information provided in the embodiments of the present disclosure measures blood pressure at the third knuckle and the second knuckle, and the accuracy of the obtained blood pressure data is up to standard.
As shown in
Specifically, the biometric information displayed on the display screen 30 includes a blood pressure value, a blood oxygen value, and a heart rate value. The display screen 30 can display the blood pressure value separately, or can display the blood pressure value, the blood oxygen value, and the heart rate value simultaneously.
Optionally, the wearable device further includes a portable blood pressure measuring device, such as a smart ring, a finger clip-type blood pressure meter, a finger clip-type blood pressure oximeter, and a finger clip-type multi-parameter meter.
As shown in
The electronic device 40 in the embodiments of the present disclosure can facilitate quickly and conveniently monitoring real-time blood pressure of hypertension users in a non-household environment, and improve the user experience.
The preferred embodiments of the present disclosure are described in detail above with reference to the drawings. However, the present disclosure is not limited to the specific details of the above-mentioned embodiments. Within the scope of the technical concept of the present disclosure, multiple simple modifications can be made to the technical solutions of the present disclosure, and the simple modifications are all encompassed within the scope of protection of the present disclosure.
The present application is a continuation of international application No. PCT/CN2023/102523, filed on Jun. 26, 2023, which is hereby incorporated by reference in its entirety.
Number | Date | Country | |
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Parent | PCT/CN2023/102523 | Jun 2023 | WO |
Child | 18541084 | US |