WO2023236657A1 - Method for measuring blood pressure and electronic device - Google Patents

Method for measuring blood pressure and electronic device Download PDF

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Publication number
WO2023236657A1
WO2023236657A1 PCT/CN2023/088642 CN2023088642W WO2023236657A1 WO 2023236657 A1 WO2023236657 A1 WO 2023236657A1 CN 2023088642 W CN2023088642 W CN 2023088642W WO 2023236657 A1 WO2023236657 A1 WO 2023236657A1
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WO
WIPO (PCT)
Prior art keywords
human body
blood pressure
user
human
pulse wave
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PCT/CN2023/088642
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French (fr)
Chinese (zh)
Inventor
苏秀健
刘毅
Original Assignee
荣耀终端有限公司
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Publication of WO2023236657A1 publication Critical patent/WO2023236657A1/en

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Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/021Measuring pressure in heart or blood vessels
    • A61B5/02108Measuring pressure in heart or blood vessels from analysis of pulse wave characteristics
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/021Measuring pressure in heart or blood vessels
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/026Measuring blood flow
    • A61B5/0295Measuring blood flow using plethysmography, i.e. measuring the variations in the volume of a body part as modified by the circulation of blood therethrough, e.g. impedance plethysmography
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316Modalities, i.e. specific diagnostic methods
    • A61B5/318Heart-related electrical modalities, e.g. electrocardiography [ECG]
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316Modalities, i.e. specific diagnostic methods
    • A61B5/318Heart-related electrical modalities, e.g. electrocardiography [ECG]
    • A61B5/346Analysis of electrocardiograms
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/68Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
    • A61B5/6801Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
    • A61B5/6802Sensor mounted on worn items
    • A61B5/6803Head-worn items, e.g. helmets, masks, headphones or goggles
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/68Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
    • A61B5/6801Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
    • A61B5/6802Sensor mounted on worn items
    • A61B5/681Wristwatch-type devices

Definitions

  • the present application relates to the field of measurement technology, and in particular to a blood pressure measurement method and electronic equipment.
  • cuff blood pressure monitoring mainly refers to traditional cuff inflation detection.
  • cuff blood pressure monitoring requires an inflation and deflation process. The device automatically recognizes small pulses and distinguishes them to calculate blood pressure.
  • the inflation and deflation process will cause arm swelling. Feeling, and need time to rest between multiple tests.
  • this application provides a blood pressure measurement method and electronic device, and this application also provides a computer-readable storage medium.
  • this application provides a blood pressure measurement method, which method is applied to electronic devices.
  • the electronic device obtains the user's human body pulse wave signal and human body electrocardiogram signal, obtains the pulse conduction time based on the human body pulse wave signal and human body electrocardiogram signal, and calculates the user's human blood pressure physiological parameters based on the pulse conduction time.
  • the process of the electronic device obtaining the pulse conduction time based on the human body pulse wave signal and the human body electrocardiogram signal includes:
  • the time difference between the peak of the human electrocardiogram signal and the trough of the human pulse wave signal is calculated as the pulse conduction time.
  • the process of the electronic device calculating the physiological parameters of human blood pressure based on the pulse conduction time includes:
  • the pulse conduction time is substituted into the blood pressure calculation model to calculate the physiological parameters of human blood pressure.
  • the blood pressure calculation model is a model of the relationship between pulse wave conduction velocity and blood pressure.
  • the physiological parameters of human blood pressure are calculated by combining human pulse wave signals and human electrocardiogram signals, which can greatly improve the accuracy of blood pressure measurement and effectively avoid the problems caused by multiple inflation and deflation processes when using cuff inflatable measurement. Swelling and other physical discomfort problems greatly increase the possibility of continuous blood pressure measurement. Furthermore, since human pulse wave signals and human electrocardiogram signals can be measured and acquired based on portable devices, the methods of the embodiments of the present application can be implemented using portable devices, which greatly improves the application flexibility of the blood pressure measurement method and expands the application of blood pressure measurement. Scenes.
  • the human body pulse wave signal acquired by the electronic device is collected Signals collected using photoplethysmography.
  • the portable device uses photoplethysmography to collect human pulse wave signals, which can effectively simplify the structure of the portable device, control hardware costs, greatly reduce the power consumption of the portable device when measuring blood pressure, and increase the battery life of the device.
  • the human body pulse wave signal acquired by the electronic device is a signal collected by smart glasses.
  • the electronic device itself is the smart glasses that collect human body pulse wave signals, or in the process of the electronic device acquiring the human body pulse wave signals: the electronic device receives the human body pulse wave signals sent by the smart glasses.
  • the human body electrocardiogram signal acquired by the electronic device is a signal acquired based on the potential difference between different positions of the human body.
  • the portable device collects human pulse wave signals based on the potential difference between different positions of the human body, which can effectively simplify the structure of the portable device, control hardware costs, greatly reduce the power consumption of the portable device when measuring blood pressure, and improve the battery life of the device.
  • the human body electrocardiogram signal acquired by the electronic device is a signal collected by a smart watch.
  • the electronic device itself is a smart watch that collects human body pulse wave signals, or in the process of the electronic device acquiring human body electrocardiogram signals: the electronic device receives human body electrocardiogram signals sent by the smart watch.
  • the present application provides an electronic device, which is used to provide human body pulse wave signals required to implement the blood pressure measurement method of the first aspect.
  • electronic equipment includes:
  • a photoplethysmography measuring device is used to collect the user's human body pulse wave signal based on the photoplethysmography method.
  • the human body pulse wave signal is used to calculate the user's human body blood pressure physiological parameters based on the method described in the first aspect.
  • the electronic device collects the human body pulse wave signal and then sends the human body pulse wave signal to another electronic device, and the other electronic device implements the blood pressure measurement method of the first aspect.
  • the electronic device also includes: a communication device, which is used to establish a communication connection with other electronic devices and send the human body pulse wave signals collected by the photoplethysmography measurement device to other electronic devices. .
  • the electronic device also receives human body electrocardiogram signals collected by other devices, and implements the blood pressure measurement method of the first aspect based on the human body pulse wave signals collected by itself and the received human body electrocardiogram signals.
  • the electronic device also includes:
  • a communication device which is used to establish a communication connection with other electronic equipment and receive the user's human electrocardiogram signal collected by other electronic equipment;
  • a memory for storing computer program instructions and a processor for executing computer program instructions, wherein when the computer program instructions are executed by the processor, the electronic device is triggered to execute the first aspect according to the human body pulse wave signal and the human body electrocardiogram signal.
  • the method described above calculates the physiological parameters of the user's human blood pressure.
  • the electronic device is smart glasses.
  • the first measurement module is installed at the corner of the temple of the smart glasses.
  • the present application provides an electronic device, which is used to provide a blood pressure device that implements the first aspect.
  • Human electrocardiogram signal required for measurement method includes:
  • An electrocardiogram signal acquisition device including a first electrode and a second electrode, the electrocardiogram signal acquisition device is used for:
  • the user's human body electrocardiogram signal is obtained according to the potential difference, and the human body electrocardiogram signal is used to calculate the user's human body blood pressure physiological parameters based on the method described in the first aspect.
  • the electrocardiogram signal acquisition device further includes a third electrode, which is used to contact the user's body surface when the electrocardiogram signal acquisition device measures the potential difference between the first electrode and the second electrode, so that The electrocardiogram signal acquisition device eliminates common mode interference contained in the potential difference between the first electrode and the second electrode based on the signal collected by the third electrode.
  • the electronic device collects the human body electrocardiogram signal and then sends the human body electrocardiogram signal to another electronic device, and the other electronic device implements the blood pressure measurement method of the first aspect.
  • the electronic equipment also includes:
  • a communication device is used to establish communication connections with other electronic devices and send human electrocardiogram signals collected by the electrocardiogram signal acquisition device to other electronic devices.
  • the electronic device also receives human body pulse wave signals collected by other devices, and implements the blood pressure measurement method of the first aspect based on the human body electrocardiogram signals collected by itself and the received human body pulse wave signals.
  • the electronic equipment also includes:
  • a communication device which is used to establish a communication connection with other electronic equipment and receive the user's human pulse wave signal collected by other electronic equipment;
  • a memory for storing computer program instructions and a processor for executing computer program instructions, wherein when the computer program instructions are executed by the processor, the triggering electronic device executes the first aspect according to the human body pulse wave signal and the human body electrocardiogram signal.
  • the method described calculates the physiological parameters of the user's human blood pressure.
  • the electronic device is a smart watch.
  • the first electrode of the electrocardiogram signal collection device is installed on the back of the smart watch; the second electrode of the electrocardiogram signal collection device is installed on the side of the smart watch.
  • this application provides an electronic device used to implement the blood pressure measurement method of the first aspect.
  • the electronic device calculates physiological parameters of human blood pressure based on human pulse wave signals and human electrocardiogram signals collected by other devices.
  • Electronic equipment includes:
  • a communication device which is used to establish communication connections with other electronic devices and receive the user's human pulse wave signals and human electrocardiogram signals collected by other electronic devices;
  • a memory for storing computer program instructions and a processor for executing computer program instructions, wherein when the computer program instructions are executed by the processor, the electronic device is triggered according to the human body pulse wave signal and the human body pulse wave signal.
  • the body electrocardiogram signal is used to calculate the physiological parameters of the user's human blood pressure by performing the method described in the first aspect.
  • the electronic device is a smart watch or a smartphone.
  • this application provides a blood pressure measurement system, which includes smart glasses and a smart watch;
  • the smart glasses include a photoplethysmography measuring device, the photoplethysmography measuring device is used to collect the user's human body pulse wave signal based on the photoplethysmography method, and the human body pulse wave signal is used to calculate the user's human body based on the method of the first aspect. blood pressure physiological parameters;
  • the smart watch includes an electrocardiogram signal acquisition device.
  • the electrocardiogram signal acquisition device includes a first electrode and a second electrode.
  • the electrocardiogram signal acquisition device is used to measure the first electrode when the first electrode and the second electrode respectively contact different positions on the user's body surface.
  • the potential difference between the electrode and the second electrode; the user's human body electrocardiogram signal is obtained according to the potential difference, and the human body electrocardiogram signal is used to calculate the user's human body blood pressure physiological parameters based on the method of the first aspect.
  • the smart watch in the system is used to calculate the physiological parameters of human blood pressure, specifically:
  • the smart glasses also include a first communication device, which is used to establish a communication connection with the smart watch and send the human body pulse wave signal collected by the photoplethysmography measurement device to the smart watch;
  • the smart watch also includes a second communication device.
  • the second communication device is used to establish a communication connection with the smart glasses and receive the user's human body pulse wave signal collected by the smart glasses;
  • the smart watch also includes a memory for storing computer program instructions and a processor for executing the computer program instructions.
  • the computer program instructions are executed by the processor, the smart watch is triggered to execute according to the human body pulse wave signal and the human body electrocardiogram signal.
  • the user's human blood pressure physiological parameters are calculated using the method described in the first aspect.
  • smart glasses in the system are used to calculate physiological parameters of human blood pressure, specifically:
  • the smart watch also includes a second communication device.
  • the second communication device is used to establish a communication connection with the smart glasses and send the human body electrocardiogram signal collected by the electrocardiogram signal acquisition device to the smart glasses;
  • the smart glasses also include a first communication device, which is used to establish a communication connection with the smart watch and receive the user's human electrocardiogram signal collected by the smart watch;
  • the smart glasses also include a memory for storing computer program instructions and a processor for executing the computer program instructions.
  • the computer program instructions are executed by the processor, the smart glasses are triggered to execute according to the human body pulse wave signal and the human body electrocardiogram signal.
  • the user's human blood pressure physiological parameters are calculated using the method described in the first aspect.
  • a smart phone in order to reduce the data processing pressure of smart watches and smart glasses, a smart phone is used to calculate physiological parameters of human blood pressure, specifically:
  • the system also includes a smartphone
  • the smart glasses also include a first communication device, which is used to establish a communication connection with the smartphone and send the human body pulse wave signal collected by the photoplethysmography measurement device to the smartphone;
  • the smart watch also includes a second communication device.
  • the second communication device is used to establish a communication connection with the smartphone and send the human body electrocardiogram signal collected by the electrocardiogram signal acquisition device to the smartphone;
  • the smart phone includes a third communication device.
  • the third communication device is used to establish a communication connection with the smart watch and smart glasses, and receive the user's human body electrocardiogram signal collected by the smart phone and the user's human body pulse wave signal collected by the smart glasses;
  • the smart phone also includes a memory for storing computer program instructions and a processor for executing the computer program instructions.
  • the computer program instructions are executed by the processor, the smart phone is triggered to execute according to the human body pulse wave signal and the human body electrocardiogram signal.
  • the user's human blood pressure physiological parameters are calculated using the method described in the first aspect.
  • the present application provides a computer-readable storage medium that stores a computer program that, when run on a computer, causes the computer to execute all or part of the steps described in the first aspect. Method steps.
  • Figure 1 shows a schematic diagram of a blood pressure measurement application scenario according to an embodiment of the present application
  • Figure 2 shows a flow chart of a blood pressure measurement method according to an embodiment of the present application
  • FIG. 3 shows a schematic diagram of the hardware structure according to an embodiment of the present application
  • FIG. 4 shows a schematic diagram of ECG signal and PPG signal waveforms according to an embodiment of the present application
  • Figure 5 shows a schematic diagram of a blood pressure measurement application scenario according to an embodiment of the present application
  • Figure 6 shows a flow chart of a blood pressure measurement method according to an embodiment of the present application
  • Figure 7 shows a schematic diagram of the hardware structure according to an embodiment of the present application.
  • cuff inflatable measurement For the blood pressure measurement solution of portable devices, a feasible implementation solution is to use cuff inflatable measurement.
  • multiple inflation and deflation processes will cause swelling and other physical discomfort, which will greatly reduce the user experience and greatly reduce the possibility of continuous blood pressure measurement.
  • PPG photoplethysmography
  • this application provides a blood pressure measurement method and blood pressure measurement system.
  • FIG. 1 shows a schematic diagram of a blood pressure measurement application scenario according to an embodiment of the present application.
  • the blood pressure measurement system includes smart glasses 110 and a smart watch 120 .
  • Figure 2 shows a flow chart of a blood pressure measurement method according to an embodiment of the present application.
  • the smart glasses 110 and the smart watch 120 execute the method flow shown in Figure 2 to implement blood pressure measurement.
  • the smart glasses 110 collect human body pulse wave signals.
  • the embodiment of the present application does not specifically limit the manner in which the smart glasses 110 collect pulse wave signals.
  • Those skilled in the art can design the hardware structure of the smart glasses 110 and the method of collecting pulse wave signals according to actual needs.
  • the smart glasses 110 use photoplethysmography (PPG) to collect pulse wave signals (PPG signals).
  • PPG photoplethysmography
  • PPG signals pulse wave signals
  • Figure 3 shows a schematic diagram of the hardware structure of smart glasses 110 and smart watch 120 according to an embodiment of the present application.
  • smart glasses 110 include a PPG measurement device 111 .
  • the PPG measurement device 111 includes a green LED and two PDs.
  • the PPG measurement device 111 is installed at the corner of the temple of the smart glasses 110 (position 101 or 102 as shown in Figure 1). When the user wears the smart glasses 110, the temples of the smart glasses 110 are in close contact with human skin when they are turned. Since capillaries are abundant at the contact point between the temple corners of the smart glasses 110 and human skin, and are less affected by interference from hair and movement during measurement, the PPG measurement device 111 can collect accurate PPG signals.
  • the smart watch 120 collects human electrocardiogram (ECG) signals.
  • ECG human electrocardiogram
  • the embodiment of the present application does not specifically limit the manner in which the smart watch 120 collects ECG signals. Those skilled in the art can design the hardware structure of the smart watch 120 and the method of collecting ECG signals according to actual needs.
  • the smart watch 120 includes an electrocardiogram signal acquisition device 121 .
  • the electrocardiogram signal acquisition device 121 acquires ECG signals based on potential differences between different positions of the human body.
  • the electrocardiogram signal acquisition device 121 includes a first electrode ECGP (positive) and a second electrode ECGN (negative).
  • the first electrode ECGP and the second electrode ECGN respectively contact different positions of the human skin, and the electrocardiogram signal acquisition device 121 measures the potential difference between the first electrode ECGP and the second electrode ECGN; the electrocardiogram signal acquisition device 121 measures the potential difference between the first electrode ECGP and the second electrode ECGN.
  • the measured potential difference between the first electrode ECGP and the second electrode ECGN acquires the user's ECG signal.
  • the first electrode ECGP is installed on the back of the smart watch 120 .
  • the first electrode ECGP is in close contact with the skin of the user's wrist.
  • the second electrode ECGN is installed on the side of the smart watch 120 .
  • the user touches the second electrode ECGN with his finger, and the electrocardiogram signal acquisition device 121 measures the potential difference between the user's wrist (the contact position of the first electrode ECGN) and the user's finger (the contact position of the second electrode ECGN) to determine the potential difference according to the potential difference. Collect ECG signals.
  • the ECG signal is a weak signal at the mV level.
  • the measurement of the ECG signal has the following problems: on the one hand, the 50Hz to 60Hz capacitive coupling interference from the ECG main power supply is much stronger than the heart signal; on the other hand, the contact with the body's skin Impedance and impedance mismatch between sensors, which can lead to larger deviations and reduced common-mode rejection. If only two electrodes are used for measurement, the collection process will be affected by common-mode interference signals in the environment and space, and the quality of the collected ECG signals will be very poor.
  • the electrocardiogram signal acquisition device 121 further includes a third electrode ECGR (right-leg).
  • the third electrode ECGR is used to contact the user's body surface when the electrocardiogram signal acquisition device 121 measures the potential difference between the first electrode ECGN and the second electrode ECGN, so that the electrocardiogram signal acquisition device 121 eliminates the third electrode based on the signal collected by the third electrode ECGR.
  • the third electrode ECGR contacts the human body surface. Since the third electrode ECGR contacts the human body surface, common-mode interference signals in the environment and space will affect the third electrode ECGR.
  • the third electrode ECGR as a negative feedback signal into the measurement result of the potential difference between the contact position of the first electrode ECGN and the contact position of the second electrode ECGN, the potential difference between the contact position of the first electrode ECGN and the contact position of the second electrode ECGN can be offset. Contains common mode interference.
  • the third electrode ECGR is installed on the back of the smart watch 120.
  • the third electrode ECGR is in close contact with the skin of the user's wrist.
  • the smart glasses 110 send the collected PPG signal to the smart watch 120.
  • the smart glasses 110 are also equipped with a communication device 112 (a first communication device), and the smart watch 120 is also equipped with a communication device 124 (a second communication device).
  • the communication device 112 and the communication device 124 are used to establish a communication connection between the smart glasses 110 and the smart watch 120 .
  • the communication device 112 outputs the PPG signal collected by the PPG measurement device 111 , and the communication device 124 receives the PPG signal sent by the communication device 112 .
  • the smart glasses 110 may synchronously send the collected PPG signals to the smart watch 120 during the process of collecting the PPG signals. For example, at a time interval of 0.5 seconds, after each 0.5 second PPG signal is collected, the collected 0.5 second PPG signal is sent to the smart watch 120 until a complete PPG signal collection is completed. For example, a blood pressure calculation requires the collection of 30 seconds of PPG signals. During a complete PPG signal collection process, the PPG signals are sent a total of 60 times at intervals of 0.5 seconds.
  • the smart glasses 110 can send the collected PPG signals to the smart watch 120 after a complete PPG signal collection is completed. For example, a blood pressure calculation requires the collection of 30 seconds of PPG signals. After the 30 seconds of PPG signal collection is completed, 30 seconds of PPG signals are sent at a time.
  • Bluetooth communication method Specifically, the communication device 112 and the communication device 124 are Bluetooth modules. The communication device 112 and the communication device 124 establish a communication connection through Bluetooth. The Bluetooth protocol includes time stamp information corresponding to each sampling point. For another example, in the WIFI communication mode, the communication device 112 and the communication device 124 are WIFI modules.
  • the smart watch 120 After the smart watch 120 collects the ECG signal and receives the PPG signal sent by the smart glasses, the smart watch 120 can calculate the physiological parameters of human blood pressure based on the PPG signal and the ECG signal.
  • the smart watch 120 is also equipped with a blood pressure calculation module 125.
  • the blood pressure calculation module 125 is used to calculate human blood pressure physiological parameters based on the ECG signal collected by the electrocardiogram signal acquisition device 121 and the PPG signal received by the communication device 124.
  • the blood pressure calculation module 125 may be based on an independent chip structure, or may be based on an original chip structure in the smart watch 120 (for example, the main processing chip of the smart watch 120).
  • the blood pressure calculation module 125 includes a memory for storing computer program instructions and a processor for executing the computer program instructions. When the computer program instructions are executed by the processor, the blood pressure calculation module 125 is triggered according to the human pulse wave signal and the human electrocardiogram. signal to calculate the user's physiological parameters of human blood pressure.
  • the blood pressure calculation module 125 calculates the time difference between the ECG signal peak and the human pulse wave signal trough as the pulse transit time (PTT). Bring PTT into the blood pressure calculation model to measure the physiological parameters of human blood pressure.
  • PTT pulse transit time
  • the smart watch 120 (blood pressure calculation module 125) identifies the ECG peak of the ECG signal and the PPG trough of the PPG signal immediately after the ECG peak through the feature points.
  • the smart watch 120 calculates the time difference between the ECG wave peak and the PPG wave trough immediately after the ECG wave peak as the PTT.
  • FIG. 4 shows a schematic diagram of ECG signal and PPG signal waveforms according to an embodiment of the present application.
  • waveform 301 and waveform 302 are respectively the ECG signal waveform and PPG signal waveform of the same user; the time axis coordinate systems of waveform 301 and waveform 302 in the horizontal direction are consistent.
  • Point 311 on the waveform 301 is the R wave top of the ECG; point 321 on the waveform 302 is the PPG signal trough; point 322 on the waveform 302 is the PPG signal peak.
  • the distance (time difference 330) between point 311 and point 321 in the horizontal direction is PTT.
  • the smart glasses 110 collect PPG signals for each sampling point during the process of the PPG measurement device 111. Mark the timestamp information at that time.
  • the smart watch 120 marks the current timestamp information for each sampling point.
  • the smart glasses 110 send the collected PPG signals to the smart watch 120, the smart glasses 110 send the timestamp information attached when collecting the PPG signals to the smart watch 120.
  • the smart watch 120 uses the timestamp corresponding to the ECG wave peak and the time corresponding to the PPG wave trough immediately after the ECG wave peak. Stamp, calculate the difference (time difference) between two timestamps.
  • the time when the collection of the PPG signal and the ECG signal starts is recorded respectively, and the sampling rate of the collection of the PPG signal and the ECG signal is recorded respectively.
  • the smart glasses 110 send the collected PPG signals to the smart watch 120
  • the smart glasses 110 send the time to start collecting the PPG signals and the sampling rate of collecting the PPG signals to the smart watch 120.
  • the smart watch 120 draws the PPG signal waveform based on the sampling rate of collecting the PPG signal, and draws the ECG signal waveform based on the sampling rate of the ECG signal.
  • the abscissas of the PPG signal waveform and the ECG signal waveform are time, and the PPG signal waveform and the ECG signal are The abscissa scales of the waveforms are consistent; the smart watch 120 superimposes the PPG signal waveform and the ECG signal waveform onto the same time axis according to the time when the PPG signal and ECG signal start to be collected, so that the ECG wave peak and after the ECG wave peak can be read on the time axis.
  • the smart watch 120 (blood pressure calculation module 125) substitutes the calculated PTT into the blood pressure calculation model to calculate the physiological parameters of human blood pressure.
  • the blood pressure calculation module 125 uses the relationship model between pulse wave conduction velocity and blood pressure as the blood pressure calculation model to calculate the blood pressure value according to PTT.
  • the Moens-Korteweg model is used as the blood pressure calculation model.
  • other blood pressure calculation models may also be used.
  • E Young's elastic modulus
  • h the thickness of the elastic tube wall (blood vessel wall)
  • D the inner diameter of the elastic tube (blood vessel) in equilibrium
  • the fluid density (blood density).
  • the propagation speed formula of human arterial pulse wave is:
  • PWV is the propagation velocity of human arterial pulse wave
  • K is 0.8.
  • the pulse wave conduction time (PTT) of human arteries is:
  • E 0 is the elastic modulus of blood vessels when P is 0, ⁇ represents the characteristics of blood vessels, and the numerical value 0.016 ⁇ 0.018mmHg -1 .
  • the blood pressure calculation model for calculating human blood pressure can be obtained.
  • the blood pressure P can be calculated according to PPT based on Formula 6.
  • the pulse conduction time PTT is determined based on the human pulse wave signal and the human electrocardiogram signal; the blood pressure calculation model (Formula 6) is used to calculate the human blood pressure physiological parameters based on the PTT, which can greatly improve the accuracy of blood pressure measurement.
  • the methods of the embodiments of the present application can be implemented using portable devices, which greatly improves the application flexibility of the blood pressure measurement method and expands the application scenarios of blood pressure measurement. .
  • the method according to the embodiment of the present application can greatly simplify the structure of the portable device and effectively control the hardware cost.
  • the method according to the embodiments of the present application can greatly reduce the power consumption of the portable device when measuring blood pressure and improve the battery life of the device.
  • other portable devices other than smart glasses may also be used to collect human body pulse wave signals.
  • smart watches or smart bracelets are used to collect human pulse wave signals.
  • other portable devices other than smart watches may also be used to collect human electrocardiogram signals.
  • smart glasses or smart bracelets are used to collect human pulse wave signals.
  • the same portable device can also be used to simultaneously collect human pulse wave signals and human electrocardiogram signals.
  • a smart watch is used to collect human pulse wave signals and human electrocardiogram signals
  • a smart bracelet is used to collect human body pulse wave signals and human electrocardiogram signals.
  • the embodiments of this application do not specifically limit the implementation equipment for calculating the physiological parameters of human blood pressure based on human pulse wave signals and human electrocardiogram signals.
  • other portable devices other than smart watches may also be used to calculate physiological parameters of human blood pressure.
  • smart glasses are used to calculate physiological parameters of human blood pressure.
  • the smart watch 120 It includes a communication device (second communication device, refer to the communication device 124), the communication device of the smart watch 120 is used to establish a communication connection with the smart glasses 110, and send the human body electrocardiogram signal collected by the electrocardiogram signal acquisition device 121 to the smart glasses 110;
  • the smart glasses 110 include a communication device (first communication device, refer to the communication device 112).
  • the communication device of the smart glasses 110 is used to establish a communication connection with the smart watch 120 and receive the user's human electrocardiogram signal collected by the smart watch 120;
  • the smart glasses 110 are configured with a blood pressure calculation module (refer to the blood pressure calculation module 125 ).
  • the blood pressure calculation module of the smart glasses 110 is used to calculate the user's human blood pressure physiological parameters based on the human pulse wave signal and the human electrocardiogram signal.
  • the portable device is only used for data collection (collecting PPG signals and ECG signals), and other devices other than the portable device (for example, mobile phones, tablets, laptops, etc.) are used. computer, desktop) to calculate the physiological parameters of human blood pressure.
  • a smartphone is used to calculate the physiological parameters of human blood pressure.
  • the system shown in Figure 1 also includes a smartphone.
  • the smartphone includes a communication device (third communication device) and a blood pressure calculation module (refer to the blood pressure calculation module 125).
  • the smart glasses 110 include a communication device (first communication device, refer to the communication device 112).
  • the communication device of the smart glasses 110 is used to establish a communication connection with the smart phone and send the human body pulse wave signal collected by the photoplethysmography measurement device to the smart phone.
  • cell phone ;
  • the smart watch 120 includes a communication device (second communication device, refer to the communication device 124).
  • the communication device of the smart watch 120 is used to establish a communication connection with the smart phone and send the human body electrocardiogram signal collected by the electrocardiogram signal acquisition device to the smart phone;
  • the communication device of the smartphone is used to establish a communication connection with the smart watch 120 and the smart glasses 110, and receive the user's human body electrocardiogram signal collected by the smart watch 120 and the user's human body pulse wave signal collected by the smart glasses 110;
  • the blood pressure calculation module of the smartphone is used to calculate the user's physiological parameters of human blood pressure based on human pulse wave signals and human electrocardiogram signals.
  • FIG. 5 shows a schematic diagram of a blood pressure measurement application scenario according to an embodiment of the present application.
  • the blood pressure measurement system includes an earphone 510 (the earphone 510 can be a left ear earphone or a right ear earphone), a smart watch 520 and a smart phone 530 .
  • Figure 6 shows a flow chart of a blood pressure measurement method according to an embodiment of the present application.
  • the earphone 510, the smart watch 520 and the smart phone 530 execute the method flow shown in Figure 6 to implement blood pressure measurement.
  • earphone 510 collects human body pulse wave signals. (Refer to S210)
  • Figure 7 shows a schematic diagram of the hardware structure of the earphone 510, the smart watch 520 and the smart phone 530 according to the embodiment of the present application.
  • the earphone 510 includes a PPG measurement device 511 , and the PPG measurement device 511 may be referred to the PPG measurement device 111 .
  • an electrocardiogram signal acquisition device 521 is installed in the smart watch 520 .
  • the electrocardiogram signal acquisition device 521 may refer to the electrocardiogram signal acquisition device 121 .
  • the headset 510 will collect the PPG signal and send it to the smartphone 530.
  • the smart watch 520 will collect the ECG signal and send it to the smart phone 530. (Refer to S230)
  • a communication device 512 is also installed in the earphone 510
  • a communication device 524 is also installed in the smart watch 520
  • a communication device 534 is also installed in the smart phone 530 .
  • the communication device 512 , the communication device 524 and the communication device 534 may refer to the communication device 112 and the communication device 124 .
  • a blood pressure calculation module 535 is also installed in the smartphone 530 .
  • the blood pressure calculation module 535 may refer to the blood pressure calculation module 125 .
  • each module is only a division of logical functions.
  • each module can be divided into The functionality of a module is implemented in the same or more software and/or hardware.
  • the device proposed in the embodiment of the present application may be fully or partially integrated into a physical entity, or may be physically separated.
  • these modules can all be implemented in the form of software calling through processing elements; they can also all be implemented in the form of hardware; some modules can also be implemented in the form of software calling through processing elements, and some modules can be implemented in the form of hardware.
  • the detection module can be a separate processing element, or can be integrated into a chip of the electronic device.
  • the implementation of other modules is similar.
  • all or part of these modules can be integrated together or implemented independently.
  • each step of the above method or each of the above modules can be completed by instructions in the form of hardware integrated logic circuits or software in the processor element.
  • the above modules may be one or more integrated circuits configured to implement the above methods, such as: one or more specific integrated circuits (Application Specific Integrated Circuit, ASIC), or one or more digital signal processors ( Digital Singnal Processor, DSP), or one or more Field Programmable Gate Array (Field Programmable Gate Array, FPGA), etc.
  • ASIC Application Specific Integrated Circuit
  • DSP Digital Singnal Processor
  • FPGA Field Programmable Gate Array
  • these modules can be integrated together and implemented in the form of a System-On-a-Chip (SOC).
  • SOC System-On-a-Chip
  • An embodiment of the present application also provides an electronic device (for example, smart glasses).
  • the electronic device includes:
  • Photoplethysmography measurement device for example, PPG measurement device 111
  • PPG measurement device 111 which is used to collect the user's human body pulse wave signal based on the photoplethysmography method.
  • the human body pulse wave signal is used to calculate the user's human body pulse wave signal based on the method provided by the embodiment of the present application. blood pressure physiological parameters;
  • a communication device is used to establish communication connections with other electronic devices and send human pulse wave signals collected by the photoplethysmography measurement device to other electronic devices.
  • An embodiment of the present application also provides an electronic device (for example, smart glasses).
  • the electronic device includes:
  • Photoplethysmography measurement device for example, PPG measurement device 111
  • PPG measurement device 111 which is used to collect the user's human body pulse wave signal based on the photoplethysmography method.
  • the human body pulse wave signal is used to calculate the user's human body pulse wave signal based on the method provided by the embodiment of the present application. blood pressure physiological parameters;
  • a communication device which is used to establish a communication connection with other electronic equipment and receive the user's human electrocardiogram signal collected by other electronic equipment;
  • a memory for storing computer program instructions and a processor for executing computer program instructions, wherein when the computer program instructions are executed by the processor, the electronic device is triggered to execute the present application based on human body pulse wave signals and human body electrocardiogram signals.
  • the embodiment provides a method to calculate the user's physiological parameters of human blood pressure.
  • An embodiment of the present application also provides an electronic device (for example, a smart watch).
  • the electronic device includes:
  • An electrocardiogram signal acquisition device (for example, the electrocardiogram signal acquisition device 121) including a first electrode, a second electrode, and a third electrode.
  • the electrocardiogram signal acquisition device is used to: contact the first electrode and the second electrode at different points on the user's body surface respectively.
  • a communication device is used to establish communication connections with other electronic devices and send human electrocardiogram signals collected by the electrocardiogram signal acquisition device to other electronic devices.
  • An embodiment of the present application also provides an electronic device (for example, a smart watch).
  • the electronic device includes:
  • An electrocardiogram signal acquisition device (for example, the electrocardiogram signal acquisition device 121) including a first electrode, a second electrode, and a third electrode.
  • the electrocardiogram signal acquisition device is used to: contact the first electrode and the second electrode at different points on the user's body surface respectively.
  • a communication device which is used to establish a communication connection with other electronic equipment and receive the user's human pulse wave signal collected by other electronic equipment;
  • a memory for storing computer program instructions and a processor for executing the computer program instructions, wherein: When the computer program instructions are executed by the processor, the electronic device is triggered to execute the method provided by the embodiments of the present application to calculate the physiological parameters of the user's human blood pressure based on the human pulse wave signal and the human electrocardiogram signal.
  • An embodiment of the present application also provides an electronic device (for example, a smart watch or a smart phone).
  • the electronic device includes:
  • a communication device which is used to establish communication connections with other electronic devices and receive the user's human pulse wave signals and human electrocardiogram signals collected by other electronic devices;
  • a memory for storing computer program instructions and a processor for executing computer program instructions, wherein when the computer program instructions are executed by the processor, the electronic device is triggered to execute the present application based on human body pulse wave signals and human body electrocardiogram signals.
  • the embodiment provides a method to calculate the user's physiological parameters of human blood pressure.
  • the one or more computer programs are stored in the memory.
  • the one or more computer programs include instructions.
  • the device executes the application. Method steps described in the examples.
  • the processor of the electronic device may be an on-chip device SOC, and the processor may include a central processing unit (Central Processing Unit, CPU), and may further include other types of processors.
  • the processor of the electronic device may be a PWM control chip.
  • the processor involved may include, for example, a CPU, a DSP, a microcontroller or a digital signal processor, and may also include a GPU, embedded neural network processor (Neural-network Process Units, NPU). ) and an image signal processor (Image Signal Processing, ISP), which may also include necessary hardware accelerators or logic processing hardware circuits, such as ASIC, or one or more integrated circuits used to control the execution of the program of the technical solution of this application wait.
  • the processor may have functionality to operate one or more software programs, which may be stored in a storage medium.
  • the memory of the electronic device may be a read-only memory (ROM), other types of static storage devices that can store static information and instructions, or a random access memory (random access memory).
  • ROM read-only memory
  • RAM random access memory
  • dynamic storage devices that can store information and instructions
  • EEPROM electrically erasable programmable read-only memory
  • CD-ROM compact disc read-only memory
  • optical disc storage including compressed optical discs, laser discs, optical discs, digital versatile discs, Blu-ray discs, etc.
  • magnetic disk storage media or other magnetic storage devices or can also be used to carry or Any computer-readable medium that stores desired program code in the form of instructions or data structures and that can be accessed by a computer.
  • the processor and the memory can be combined into a processing device, which is more commonly independent of each other.
  • the processor is used to execute the program code stored in the memory to implement the method described in the embodiment of the present application.
  • the memory can also be integrated in the processor, or independent of the processor.
  • equipment, devices, and modules described in the embodiments of this application may be implemented by computer chips or entities, or by products with certain functions.
  • embodiments of the present application may be provided as methods, devices, or computer program products.
  • the invention may take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects.
  • the invention may take the form of a computer program product embodied on one or more computer-usable storage media embodying computer-usable program code therein.
  • any function is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium.
  • the technical solution of the present application is essentially or the part that contributes to the existing technology or the part of the technical solution can be embodied in the form of a software product.
  • the computer software product is stored in a storage medium, including Several instructions are used to cause a computer device (which may be a personal computer, a server, or a network device, etc.) to execute all or part of the steps of the methods described in various embodiments of this application.
  • an embodiment of the present application also provides a computer-readable storage medium.
  • the computer-readable storage medium stores a computer program that, when run on a computer, causes the computer to execute the method provided by the embodiment of the present application.
  • An embodiment of the present application also provides a computer program product.
  • the computer program product includes a computer program that, when run on a computer, causes the computer to execute the method provided by the embodiment of the present application.
  • These computer program instructions may also be stored in a computer-readable memory that causes a computer or other programmable data processing apparatus to operate in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including the instruction means, the instructions
  • the device implements the functions specified in a process or processes of the flowchart and/or a block or blocks of the block diagram.
  • These computer program instructions may also be loaded onto a computer or other programmable data processing device, causing a series of operating steps to be performed on the computer or other programmable device to produce computer-implemented processing, thereby executing on the computer or other programmable device.
  • Instructions provide steps for implementing the functions specified in a process or processes of a flowchart diagram and/or a block or blocks of a block diagram.
  • At least one of a, b and c can mean: a, b, c, a and b, a and c, b and c or a and b and c, where a, b, c can be single, also Can be multiple.
  • the terms “comprising”, “comprises” or any other variations thereof are intended to cover non-exclusive inclusion, such that a process, method, commodity or device that includes a series of elements not only includes those elements, but also includes Other elements are not expressly listed or are inherent to the process, method, article or equipment. Without further limitation, an element defined by the statement “comprises a" does not exclude the presence of additional identical elements in a process, method, article, or device that includes the stated element.
  • the application may be described in the general context of computer-executable instructions, such as program modules, being executed by a computer.
  • program modules include routines, programs, objects, components, data structures, etc. that perform specific tasks or implement specific abstract data types.
  • the present application may also be practiced in distributed computing environments where tasks are performed by remote processing devices connected through a communications network.
  • program modules may be located in both local and remote computer storage media including storage devices.

Abstract

The present application provides a method for measuring blood pressure and an electronic device. The method comprises: acquiring a pulse wave signal of a user; acquiring an electrocardiographic signal of the user; acquiring a pulse transit time according to the pulse wave signal and the electrocardiographic signal; and calculating blood pressure parameters of the user according to the pulse transit time. The method disclosed herein calculates blood pressure parameters by means of combining a pulse wave signal and an electrocardiographic signal, and thus greatly improves the accuracy of blood pressure measurement, effectively avoids the problem of discomfort such as swelling caused by the multiple inflation and deflation processes of a cuff monitor and significantly improves the possibility of continuously measuring the blood pressure.

Description

一种血压测量方法和电子设备Blood pressure measurement method and electronic device 技术领域Technical field
本申请涉及测量技术领域,特别涉及一种血压测量方法和电子设备。The present application relates to the field of measurement technology, and in particular to a blood pressure measurement method and electronic equipment.
背景技术Background technique
在现有技术的应用场景中,随着人类对于自身健康认知需求的日益增长以及智能穿戴设备的井喷式发布,穿戴产品(例如智能手表),有测量血压的需求。In the application scenarios of the existing technology, with the increasing demand of human beings for their own health awareness and the explosive release of smart wearable devices, there is a need for wearable products (such as smart watches) to measure blood pressure.
当前智能穿戴实现血压测量主要参照传统的袖带充气式检测,但袖带式血压监测需要通过充放气过程,设备自动识别小脉冲并加以判别计算出血压,但充放气过程会造成胳膊肿胀感,且多次检测间需要时间休息。Currently, smart wearable blood pressure measurement mainly refers to traditional cuff inflation detection. However, cuff blood pressure monitoring requires an inflation and deflation process. The device automatically recognizes small pulses and distinguishes them to calculate blood pressure. However, the inflation and deflation process will cause arm swelling. Feeling, and need time to rest between multiple tests.
因此,需要一种新的用于穿戴产品的血压测量方法。Therefore, a new blood pressure measurement method for wearable products is needed.
发明内容Contents of the invention
针对现有技术下如何基于穿戴产品测量血压的问题,本申请提供了一种血压测量方法和电子设备,本申请还提供一种计算机可读存储介质。In response to the problem of how to measure blood pressure based on wearable products under the existing technology, this application provides a blood pressure measurement method and electronic device, and this application also provides a computer-readable storage medium.
本申请实施例采用下述技术方案:The embodiments of this application adopt the following technical solutions:
第一方面,本申请提供一种血压测量方法,该方法应用于电子设备。电子设备获取用户的人体脉搏波信号以及人体心电图信号,根据人体脉搏波信号以及人体心电图信号获取脉搏传导时间;根据脉搏传导时间计算用户的人体血压生理参数。In a first aspect, this application provides a blood pressure measurement method, which method is applied to electronic devices. The electronic device obtains the user's human body pulse wave signal and human body electrocardiogram signal, obtains the pulse conduction time based on the human body pulse wave signal and human body electrocardiogram signal, and calculates the user's human blood pressure physiological parameters based on the pulse conduction time.
具体的,在第一方面的一种实现方式中,电子设备根据人体脉搏波信号以及人体心电图信号获取脉搏传导时间的过程包括:Specifically, in an implementation manner of the first aspect, the process of the electronic device obtaining the pulse conduction time based on the human body pulse wave signal and the human body electrocardiogram signal includes:
计算人体心电图信号的波峰和人体脉搏波信号的波谷两点间的时差作为脉搏传导时间。The time difference between the peak of the human electrocardiogram signal and the trough of the human pulse wave signal is calculated as the pulse conduction time.
具体的,在第一方面的一种实现方式中,电子设备根据脉搏传导时间计算人体血压生理参数的过程包括:Specifically, in an implementation manner of the first aspect, the process of the electronic device calculating the physiological parameters of human blood pressure based on the pulse conduction time includes:
将脉搏传导时间代入血压计算模型计算人体血压生理参数,该血压计算模型为脉搏波传导速度与血压的关系模型。The pulse conduction time is substituted into the blood pressure calculation model to calculate the physiological parameters of human blood pressure. The blood pressure calculation model is a model of the relationship between pulse wave conduction velocity and blood pressure.
根据本申请实施例的方法,结合人体脉搏波信号以及人体心电图信号计算人体血压生理参数,可以大大提高血压测量的准确度,并有效避免采用袖带充气式测量时多次充放气过程带来的肿胀等身体不适问题,使得连续测量血压的可能性大为提升。进一步的,由于人体脉搏波信号以及人体心电图信号可以基于随身设备测量获取,因此,本申请实施例的方法可以使用随身设备实现,大大提高了血压测量方法的应用灵活性,拓展了血压测量的应用场景。According to the method of the embodiment of the present application, the physiological parameters of human blood pressure are calculated by combining human pulse wave signals and human electrocardiogram signals, which can greatly improve the accuracy of blood pressure measurement and effectively avoid the problems caused by multiple inflation and deflation processes when using cuff inflatable measurement. Swelling and other physical discomfort problems greatly increase the possibility of continuous blood pressure measurement. Furthermore, since human pulse wave signals and human electrocardiogram signals can be measured and acquired based on portable devices, the methods of the embodiments of the present application can be implemented using portable devices, which greatly improves the application flexibility of the blood pressure measurement method and expands the application of blood pressure measurement. Scenes.
进一步的,在第一方面的一种实现方式中,电子设备获取的人体脉搏波信号为采 用光电体积描记法采集到的信号。随身设备采用光电体积描记法采集人体脉搏波信号,可以有效简化随身设备的结构,控制硬件成本,大大降低随身设备在进行血压测量时的功耗,提高设备续航时间。Further, in an implementation manner of the first aspect, the human body pulse wave signal acquired by the electronic device is collected Signals collected using photoplethysmography. The portable device uses photoplethysmography to collect human pulse wave signals, which can effectively simplify the structure of the portable device, control hardware costs, greatly reduce the power consumption of the portable device when measuring blood pressure, and increase the battery life of the device.
具体的,在第一方面的一种实现方式中,电子设备获取的人体脉搏波信号为智能眼镜采集到的信号。电子设备本身即为采集人体脉搏波信号的智能眼镜,或者,在电子设备获取人体脉搏波信号的过程中:电子设备接收智能眼镜发送的人体脉搏波信号。Specifically, in an implementation manner of the first aspect, the human body pulse wave signal acquired by the electronic device is a signal collected by smart glasses. The electronic device itself is the smart glasses that collect human body pulse wave signals, or in the process of the electronic device acquiring the human body pulse wave signals: the electronic device receives the human body pulse wave signals sent by the smart glasses.
进一步的,在第一方面的一种实现方式中,电子设备获取的人体心电图信号为基于人体不同位置之间的电势差所获取的信号。随身设备基于人体不同位置之间的电势差采集人体脉搏波信号,可以有效简化随身设备的结构,控制硬件成本,大大降低随身设备在进行血压测量时的功耗,提高设备续航时间。Further, in an implementation manner of the first aspect, the human body electrocardiogram signal acquired by the electronic device is a signal acquired based on the potential difference between different positions of the human body. The portable device collects human pulse wave signals based on the potential difference between different positions of the human body, which can effectively simplify the structure of the portable device, control hardware costs, greatly reduce the power consumption of the portable device when measuring blood pressure, and improve the battery life of the device.
具体的,在第一方面的一种实现方式中,电子设备获取的人体心电图信号为智能手表采集到的信号。电子设备本身即为采集人体脉搏波信号的智能手表,或者,在电子设备获取人体心电图信号的过程中:电子设备接收智能手表发送的人体心电图信号。Specifically, in an implementation manner of the first aspect, the human body electrocardiogram signal acquired by the electronic device is a signal collected by a smart watch. The electronic device itself is a smart watch that collects human body pulse wave signals, or in the process of the electronic device acquiring human body electrocardiogram signals: the electronic device receives human body electrocardiogram signals sent by the smart watch.
第二方面,本申请提供一种电子设备,该电子设备用于提供实现第一方面的血压测量方法所需的人体脉搏波信号。具体的,电子设备包括:In a second aspect, the present application provides an electronic device, which is used to provide human body pulse wave signals required to implement the blood pressure measurement method of the first aspect. Specifically, electronic equipment includes:
光电体积描记法测量器件,其用于基于光电体积描记法采集用户的人体脉搏波信号,该人体脉搏波信号用于基于第一方面所述的方法计算用户的人体血压生理参数。A photoplethysmography measuring device is used to collect the user's human body pulse wave signal based on the photoplethysmography method. The human body pulse wave signal is used to calculate the user's human body blood pressure physiological parameters based on the method described in the first aspect.
在第三方面的一种实现方式中,电子设备采集到人体脉搏波信号后将人体脉搏波信号发送到另一电子设备,由另一电子设备实现第一方面的血压测量方法。具体的,电子设备在包含第一测量模块的基础上还包括:通信装置,其用于与其他电子设备建立通信连接,将光电体积描记法测量器件所采集的人体脉搏波信号发送到其他电子设备。In an implementation manner of the third aspect, the electronic device collects the human body pulse wave signal and then sends the human body pulse wave signal to another electronic device, and the other electronic device implements the blood pressure measurement method of the first aspect. Specifically, in addition to the first measurement module, the electronic device also includes: a communication device, which is used to establish a communication connection with other electronic devices and send the human body pulse wave signals collected by the photoplethysmography measurement device to other electronic devices. .
在第三方面的一种实现方式中,电子设备还接收其他设备采集的人体心电图信号,基于自身采集的人体脉搏波信号以及接收到的人体心电图信号实现第一方面的血压测量方法。具体的,电子设备在包含第一测量模块的基础上还包括:In an implementation manner of the third aspect, the electronic device also receives human body electrocardiogram signals collected by other devices, and implements the blood pressure measurement method of the first aspect based on the human body pulse wave signals collected by itself and the received human body electrocardiogram signals. Specifically, in addition to the first measurement module, the electronic device also includes:
通信装置,其用于与其他电子设备建立通信连接,接收其他电子设备采集的用户的人体心电图信号;A communication device, which is used to establish a communication connection with other electronic equipment and receive the user's human electrocardiogram signal collected by other electronic equipment;
用于存储计算机程序指令的存储器和用于执行计算机程序指令的处理器,其中,当计算机程序指令被该处理器执行时,触发电子设备根据人体脉搏波信号以及人体心电图信号,执行第一方面所述的方法计算用户的人体血压生理参数。A memory for storing computer program instructions and a processor for executing computer program instructions, wherein when the computer program instructions are executed by the processor, the electronic device is triggered to execute the first aspect according to the human body pulse wave signal and the human body electrocardiogram signal. The method described above calculates the physiological parameters of the user's human blood pressure.
为便于实现人体脉搏波信号的采集,在第三方面的一种实现方式中,电子设备为智能眼镜。具体的,为确保第一测量模块可以紧贴人体皮肤,采集准确的人体脉搏波信号,在第三方面的一种实现方式中,第一测量模块安装在智能眼镜的镜腿拐弯处。In order to facilitate the collection of human body pulse wave signals, in an implementation manner of the third aspect, the electronic device is smart glasses. Specifically, in order to ensure that the first measurement module can be close to human skin and collect accurate human pulse wave signals, in an implementation manner of the third aspect, the first measurement module is installed at the corner of the temple of the smart glasses.
第三方面,本申请提供一种电子设备,该电子设备用于提供实现第一方面的血压 测量方法所需的人体心电图信号。具体的,电子设备包括:In a third aspect, the present application provides an electronic device, which is used to provide a blood pressure device that implements the first aspect. Human electrocardiogram signal required for measurement method. Specifically, electronic equipment includes:
包括第一电极以及第二电极的心电图信号采集装置,该心电图信号采集装置用于:An electrocardiogram signal acquisition device including a first electrode and a second electrode, the electrocardiogram signal acquisition device is used for:
在第一电极以及第二电极分别接触用户的体表的不同位置时,测量第一电极以及第二电极之间的电势差;When the first electrode and the second electrode respectively contact different positions on the user's body surface, measure the potential difference between the first electrode and the second electrode;
根据电势差获取用户的人体心电图信号,该人体心电图信号用于基于第一方面所述的方法计算所述用户的人体血压生理参数。The user's human body electrocardiogram signal is obtained according to the potential difference, and the human body electrocardiogram signal is used to calculate the user's human body blood pressure physiological parameters based on the method described in the first aspect.
在第三方面的一种实现方式中,心电图信号采集装置还包括第三电极,其用于在心电图信号采集装置测量第一电极以及第二电极之间的电势差时接触用户的体表,以使得心电图信号采集装置根据第三电极采集的信号消除第一电极以及第二电极间电势差所包含的共模干扰。In an implementation manner of the third aspect, the electrocardiogram signal acquisition device further includes a third electrode, which is used to contact the user's body surface when the electrocardiogram signal acquisition device measures the potential difference between the first electrode and the second electrode, so that The electrocardiogram signal acquisition device eliminates common mode interference contained in the potential difference between the first electrode and the second electrode based on the signal collected by the third electrode.
在第三方面的一种实现方式中,电子设备采集到人体心电图信号后将人体心电图信号发送到另一电子设备,由另一电子设备实现第一方面的血压测量方法。具体的,电子设备在包含心电图信号采集装置的基础上还包括:In an implementation manner of the third aspect, the electronic device collects the human body electrocardiogram signal and then sends the human body electrocardiogram signal to another electronic device, and the other electronic device implements the blood pressure measurement method of the first aspect. Specifically, in addition to the electrocardiogram signal acquisition device, the electronic equipment also includes:
通信装置,其用于与其他电子设备建立通信连接,将心电图信号采集装置采集的人体心电图信号发送到其他电子设备。A communication device is used to establish communication connections with other electronic devices and send human electrocardiogram signals collected by the electrocardiogram signal acquisition device to other electronic devices.
在第三方面的一种实现方式中,电子设备还接收其他设备采集的人体脉搏波信号,基于自身采集的人体心电图信号以及接收到的人体脉搏波信号实现第一方面的血压测量方法。具体的,电子设备在包含心电图信号采集装置的基础上还包括:In an implementation manner of the third aspect, the electronic device also receives human body pulse wave signals collected by other devices, and implements the blood pressure measurement method of the first aspect based on the human body electrocardiogram signals collected by itself and the received human body pulse wave signals. Specifically, in addition to the electrocardiogram signal acquisition device, the electronic equipment also includes:
通信装置,其用于与其他电子设备建立通信连接,接收其他电子设备采集的用户的人体脉搏波信号;A communication device, which is used to establish a communication connection with other electronic equipment and receive the user's human pulse wave signal collected by other electronic equipment;
用于存储计算机程序指令的存储器和用于执行计算机程序指令的处理器,其中,当计算机程序指令被该处理器执行时,触发电子设备根据人体脉搏波信号以及人体心电图信号,执行如第一方面所述的方法计算用户的人体血压生理参数。A memory for storing computer program instructions and a processor for executing computer program instructions, wherein when the computer program instructions are executed by the processor, the triggering electronic device executes the first aspect according to the human body pulse wave signal and the human body electrocardiogram signal. The method described calculates the physiological parameters of the user's human blood pressure.
为便于实现人体脉搏波信号的采集,在第四方面的一种实现方式中,电子设备为智能手表。具体的,在第四方面的一种实现方式中,心电图信号采集装置的第一电极安装在智能手表的手表表背;心电图信号采集装置的第二电极安装在智能手表的侧面。In order to facilitate the collection of human body pulse wave signals, in an implementation manner of the fourth aspect, the electronic device is a smart watch. Specifically, in an implementation manner of the fourth aspect, the first electrode of the electrocardiogram signal collection device is installed on the back of the smart watch; the second electrode of the electrocardiogram signal collection device is installed on the side of the smart watch.
第四方面,本申请提供一种电子设备,该电子设备用于实现第一方面的血压测量方法,电子设备根据其他设备采集的人体脉搏波信号以及人体心电图信号计算人体血压生理参数。电子设备包括:In a fourth aspect, this application provides an electronic device used to implement the blood pressure measurement method of the first aspect. The electronic device calculates physiological parameters of human blood pressure based on human pulse wave signals and human electrocardiogram signals collected by other devices. Electronic equipment includes:
通信装置,其用于与其他电子设备建立通信连接,接收其他电子设备采集的用户的人体脉搏波信号以及人体心电图信号;A communication device, which is used to establish communication connections with other electronic devices and receive the user's human pulse wave signals and human electrocardiogram signals collected by other electronic devices;
用于存储计算机程序指令的存储器和用于执行计算机程序指令的处理器,其中,当所述计算机程序指令被该处理器执行时,触发电子设备根据人体脉搏波信号以及人 体心电图信号,执行如第一方面所述的方法计算用户的人体血压生理参数。A memory for storing computer program instructions and a processor for executing computer program instructions, wherein when the computer program instructions are executed by the processor, the electronic device is triggered according to the human body pulse wave signal and the human body pulse wave signal. The body electrocardiogram signal is used to calculate the physiological parameters of the user's human blood pressure by performing the method described in the first aspect.
具体的,在第四方面的一种实现方式中,电子设备为智能手表或智能手机。Specifically, in an implementation manner of the fourth aspect, the electronic device is a smart watch or a smartphone.
第五方面,本申请提供一种血压测量系统,该系统包括智能眼镜以及智能手表;In a fifth aspect, this application provides a blood pressure measurement system, which includes smart glasses and a smart watch;
具体的,智能眼镜包括光电体积描记法测量器件,光电体积描记法测量器件用于基于光电体积描记法采集用户的人体脉搏波信号,人体脉搏波信号用于基于第一方面的方法计算用户的人体血压生理参数;Specifically, the smart glasses include a photoplethysmography measuring device, the photoplethysmography measuring device is used to collect the user's human body pulse wave signal based on the photoplethysmography method, and the human body pulse wave signal is used to calculate the user's human body based on the method of the first aspect. blood pressure physiological parameters;
智能手表包括心电图信号采集装置,心电图信号采集装置包括第一电极以及第二电极,心电图信号采集装置用于:在第一电极以及第二电极分别接触用户的体表的不同位置时,测量第一电极以及第二电极之间的电势差;根据电势差获取用户的人体心电图信号,人体心电图信号用于基于第一方面的方法计算用户的人体血压生理参数。The smart watch includes an electrocardiogram signal acquisition device. The electrocardiogram signal acquisition device includes a first electrode and a second electrode. The electrocardiogram signal acquisition device is used to measure the first electrode when the first electrode and the second electrode respectively contact different positions on the user's body surface. The potential difference between the electrode and the second electrode; the user's human body electrocardiogram signal is obtained according to the potential difference, and the human body electrocardiogram signal is used to calculate the user's human body blood pressure physiological parameters based on the method of the first aspect.
在第五方面的一种实现方式中,使用系统中的智能手表计算人体血压生理参数,具体的:In an implementation of the fifth aspect, the smart watch in the system is used to calculate the physiological parameters of human blood pressure, specifically:
智能眼镜还包括第一通信装置,第一通信装置用于与智能手表建立通信连接,将光电体积描记法测量器件所采集的人体脉搏波信号发送到智能手表;The smart glasses also include a first communication device, which is used to establish a communication connection with the smart watch and send the human body pulse wave signal collected by the photoplethysmography measurement device to the smart watch;
智能手表还包括第二通信装置,第二通信装置用于与智能眼镜建立通信连接,接收智能眼镜采集的用户的人体脉搏波信号;The smart watch also includes a second communication device. The second communication device is used to establish a communication connection with the smart glasses and receive the user's human body pulse wave signal collected by the smart glasses;
智能手表还包括用于存储计算机程序指令的存储器和用于执行计算机程序指令的处理器,其中,当计算机程序指令被该处理器执行时,触发智能手表根据人体脉搏波信号以及人体心电图信号,执行如第一方面所述的方法计算用户的人体血压生理参数。The smart watch also includes a memory for storing computer program instructions and a processor for executing the computer program instructions. When the computer program instructions are executed by the processor, the smart watch is triggered to execute according to the human body pulse wave signal and the human body electrocardiogram signal. The user's human blood pressure physiological parameters are calculated using the method described in the first aspect.
在第五方面的一种实现方式中,使用系统中的智能眼镜计算人体血压生理参数,具体的:In an implementation of the fifth aspect, smart glasses in the system are used to calculate physiological parameters of human blood pressure, specifically:
智能手表还包括第二通信装置,第二通信装置用于与智能眼镜建立通信连接,将心电图信号采集装置采集的人体心电图信号发送到智能眼镜;The smart watch also includes a second communication device. The second communication device is used to establish a communication connection with the smart glasses and send the human body electrocardiogram signal collected by the electrocardiogram signal acquisition device to the smart glasses;
智能眼镜还包括第一通信装置,第一通信装置用于与智能手表建立通信连接,接收智能手表采集的用户的人体心电图信号;The smart glasses also include a first communication device, which is used to establish a communication connection with the smart watch and receive the user's human electrocardiogram signal collected by the smart watch;
智能眼镜还包括用于存储计算机程序指令的存储器和用于执行计算机程序指令的处理器,其中,当计算机程序指令被该处理器执行时,触发智能眼镜根据人体脉搏波信号以及人体心电图信号,执行如第一方面所述的方法计算用户的人体血压生理参数。The smart glasses also include a memory for storing computer program instructions and a processor for executing the computer program instructions. When the computer program instructions are executed by the processor, the smart glasses are triggered to execute according to the human body pulse wave signal and the human body electrocardiogram signal. The user's human blood pressure physiological parameters are calculated using the method described in the first aspect.
在第五方面的一种实现方式中,为了降低智能手表以及智能眼镜的数据处理压力,使用智能手机计算人体血压生理参数,具体的:In an implementation of the fifth aspect, in order to reduce the data processing pressure of smart watches and smart glasses, a smart phone is used to calculate physiological parameters of human blood pressure, specifically:
系统还包括智能手机;The system also includes a smartphone;
智能眼镜还包括第一通信装置,第一通信装置用于与智能手机建立通信连接,将光电体积描记法测量器件所采集的人体脉搏波信号发送到智能手机; The smart glasses also include a first communication device, which is used to establish a communication connection with the smartphone and send the human body pulse wave signal collected by the photoplethysmography measurement device to the smartphone;
智能手表还包括第二通信装置,第二通信装置用于与智能手机建立通信连接,将心电图信号采集装置采集的人体心电图信号发送到智能手机;The smart watch also includes a second communication device. The second communication device is used to establish a communication connection with the smartphone and send the human body electrocardiogram signal collected by the electrocardiogram signal acquisition device to the smartphone;
智能手机包括第三通信装置,第三通信装置用于与智能手表以及智能眼镜建立通信连接,接收智能手机采集的用户的人体心电图信号以及智能眼镜采集的用户的人体脉搏波信号;The smart phone includes a third communication device. The third communication device is used to establish a communication connection with the smart watch and smart glasses, and receive the user's human body electrocardiogram signal collected by the smart phone and the user's human body pulse wave signal collected by the smart glasses;
智能手机还包括用于存储计算机程序指令的存储器和用于执行计算机程序指令的处理器,其中,当计算机程序指令被该处理器执行时,触发智能手机根据人体脉搏波信号以及人体心电图信号,执行如第一方面所述的方法计算用户的人体血压生理参数。The smart phone also includes a memory for storing computer program instructions and a processor for executing the computer program instructions. When the computer program instructions are executed by the processor, the smart phone is triggered to execute according to the human body pulse wave signal and the human body electrocardiogram signal. The user's human blood pressure physiological parameters are calculated using the method described in the first aspect.
第五方面,本申请提供一种计算机可读存储介质,所述计算机可读存储介质中存储有计算机程序,当其在计算机上运行时,使得计算机执行如第一方面所述的全部或部分的方法步骤。In a fifth aspect, the present application provides a computer-readable storage medium that stores a computer program that, when run on a computer, causes the computer to execute all or part of the steps described in the first aspect. Method steps.
附图说明Description of the drawings
图1所示为根据本申请实施例的血压测量应用场景示意图;Figure 1 shows a schematic diagram of a blood pressure measurement application scenario according to an embodiment of the present application;
图2所示为根据本申请实施例的血压测量方法流程图;Figure 2 shows a flow chart of a blood pressure measurement method according to an embodiment of the present application;
图3所示为根据本申请实施例的硬件结构示意图;Figure 3 shows a schematic diagram of the hardware structure according to an embodiment of the present application;
图4所示为根据本申请实施例的ECG信号以及PPG信号波形示意图;Figure 4 shows a schematic diagram of ECG signal and PPG signal waveforms according to an embodiment of the present application;
图5所示为根据本申请实施例的血压测量应用场景示意图;Figure 5 shows a schematic diagram of a blood pressure measurement application scenario according to an embodiment of the present application;
图6所示为根据本申请实施例的血压测量方法流程图;Figure 6 shows a flow chart of a blood pressure measurement method according to an embodiment of the present application;
图7所示为根据本申请实施例的硬件结构示意图。Figure 7 shows a schematic diagram of the hardware structure according to an embodiment of the present application.
具体实施方式Detailed ways
为使本申请的目的、技术方案和优点更加清楚,下面将结合本申请具体实施例及相应的附图对本申请技术方案进行清楚、完整地描述。显然,所描述的实施例仅是本申请一部分实施例,而不是全部的实施例。基于本申请中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本申请保护的范围。In order to make the purpose, technical solutions and advantages of the present application clearer, the technical solutions of the present application will be clearly and completely described below in conjunction with specific embodiments of the present application and corresponding drawings. Obviously, the described embodiments are only some of the embodiments of the present application, but not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by those of ordinary skill in the art without creative efforts fall within the scope of protection of this application.
本申请的实施方式部分使用的术语仅用于对本申请的具体实施例进行解释,而非旨在限定本申请。The terms used in the embodiments of the present application are only used to explain specific embodiments of the present application and are not intended to limit the present application.
针对随身设备的血压测量方案,一种可行的实现方案是采用袖带充气式测量。但是,采用袖带充气式测量时,多次充放气过程会带来肿胀等身体不适问题,这会大大降低用户体验,并使得连续测量血压的可能性大为降低。For the blood pressure measurement solution of portable devices, a feasible implementation solution is to use cuff inflatable measurement. However, when using cuff inflatable measurement, multiple inflation and deflation processes will cause swelling and other physical discomfort, which will greatly reduce the user experience and greatly reduce the possibility of continuous blood pressure measurement.
针对随身设备的血压测量方案,另一种可行的实现方案是采用光电体积描记法(photoplethysmography,PPG)测量血压方案。但是,单独使用PPG测量血压方案,需要通过识别脉搏波特征点计算脉搏波传导时间,因此对信号准确度要求较高。人体毛 细血管丰富度分布不同,可通过该方案测得血压的场景多为手指或耳腔。手腕处因腕骨关节以及毛细血管分布相对手指较少的原因,采用该方案准确测量血压的难度较大。For the blood pressure measurement solution of portable devices, another feasible implementation solution is to use photoplethysmography (PPG) to measure blood pressure. However, using PPG alone to measure blood pressure requires calculating the pulse wave conduction time by identifying pulse wave characteristic points, so the signal accuracy is required to be high. human hair The distribution of richness of capillaries is different, and the scenarios where blood pressure can be measured through this solution are mostly fingers or ear cavities. Because the wrist has fewer carpal joints and capillaries than the fingers, it is more difficult to accurately measure blood pressure using this method.
针对上述测量血压方案的缺陷,本申请提供一种血压测量方法以及血压测量系统。In view of the shortcomings of the above blood pressure measurement scheme, this application provides a blood pressure measurement method and blood pressure measurement system.
具体的,图1所示为根据本申请实施例的血压测量应用场景示意图。如图1所示,血压测量系统包括智能眼镜110以及智能手表120。图2所示为根据本申请实施例的血压测量方法流程图。智能眼镜110以及智能手表120执行如图2所示的方法流程以实现血压测量。Specifically, FIG. 1 shows a schematic diagram of a blood pressure measurement application scenario according to an embodiment of the present application. As shown in FIG. 1 , the blood pressure measurement system includes smart glasses 110 and a smart watch 120 . Figure 2 shows a flow chart of a blood pressure measurement method according to an embodiment of the present application. The smart glasses 110 and the smart watch 120 execute the method flow shown in Figure 2 to implement blood pressure measurement.
S210,智能眼镜110采集人体脉搏波信号。S210, the smart glasses 110 collect human body pulse wave signals.
本申请实施例对智能眼镜110采集脉搏波信号的方式不做具体限定。本领域的技术人员可以根据实际需求设计智能眼镜110的硬件结构以及采集脉搏波信号的方式。The embodiment of the present application does not specifically limit the manner in which the smart glasses 110 collect pulse wave signals. Those skilled in the art can design the hardware structure of the smart glasses 110 and the method of collecting pulse wave signals according to actual needs.
例如,智能眼镜110采用光电体积描记法(photoplethysmography,PPG)采集脉搏波信号(PPG信号)。For example, the smart glasses 110 use photoplethysmography (PPG) to collect pulse wave signals (PPG signals).
图3所示为根据本申请实施例的智能眼镜110以及智能手表120硬件结构示意图。Figure 3 shows a schematic diagram of the hardware structure of smart glasses 110 and smart watch 120 according to an embodiment of the present application.
如图3所示,智能眼镜110包含PPG测量器件111。具体的,在一种实现方式中,PPG测量器件111包含一个绿光LED以及两个PD。As shown in FIG. 3 , smart glasses 110 include a PPG measurement device 111 . Specifically, in one implementation, the PPG measurement device 111 includes a green LED and two PDs.
PPG测量器件111安装在智能眼镜110的镜腿拐弯处(如图1所示的位置101或102处)。在用户佩戴智能眼镜110时,智能眼镜110的镜腿拐弯与人体皮肤紧密接触。由于智能眼镜110的镜腿拐弯与人体皮肤的接触处毛细血管较为丰富,且测量时受头发以及运动干扰影响较小,因此,PPG测量器件111可以采集到准确的PPG信号。The PPG measurement device 111 is installed at the corner of the temple of the smart glasses 110 (position 101 or 102 as shown in Figure 1). When the user wears the smart glasses 110, the temples of the smart glasses 110 are in close contact with human skin when they are turned. Since capillaries are abundant at the contact point between the temple corners of the smart glasses 110 and human skin, and are less affected by interference from hair and movement during measurement, the PPG measurement device 111 can collect accurate PPG signals.
S220,智能手表120采集人体心电图(Electrocardiogram,ECG)信号。S220, the smart watch 120 collects human electrocardiogram (ECG) signals.
本申请实施例对智能手表120采集ECG信号的方式不做具体限定。本领域的技术人员可以根据实际需求设计智能手表120的硬件结构以及采集ECG信号的方式。The embodiment of the present application does not specifically limit the manner in which the smart watch 120 collects ECG signals. Those skilled in the art can design the hardware structure of the smart watch 120 and the method of collecting ECG signals according to actual needs.
例如,在一种实现方式中,如图3所示,智能手表120包含心电图信号采集装置121。心电图信号采集装置121基于人体不同位置之间的电势差采集ECG信号。For example, in one implementation, as shown in FIG. 3 , the smart watch 120 includes an electrocardiogram signal acquisition device 121 . The electrocardiogram signal acquisition device 121 acquires ECG signals based on potential differences between different positions of the human body.
具体的,心电图信号采集装置121包含第一电极ECGP(positive)、第二电极ECGN(negative)。在进行ECG信号的采集时,第一电极ECGP以及第二电极ECGN分别接触人体皮肤不同位置,心电图信号采集装置121测量第一电极ECGP以及第二电极ECGN之间的电势差;心电图信号采集装置121根据测量到的第一电极ECGP以及第二电极ECGN之间的电势差获取用户的ECG信号。Specifically, the electrocardiogram signal acquisition device 121 includes a first electrode ECGP (positive) and a second electrode ECGN (negative). When collecting ECG signals, the first electrode ECGP and the second electrode ECGN respectively contact different positions of the human skin, and the electrocardiogram signal acquisition device 121 measures the potential difference between the first electrode ECGP and the second electrode ECGN; the electrocardiogram signal acquisition device 121 measures the potential difference between the first electrode ECGP and the second electrode ECGN. The measured potential difference between the first electrode ECGP and the second electrode ECGN acquires the user's ECG signal.
具体的,第一电极ECGP安装在智能手表120手表表背。在用户佩戴智能手表120时,第一电极ECGP与用户手腕皮肤紧贴。 Specifically, the first electrode ECGP is installed on the back of the smart watch 120 . When the user wears the smart watch 120, the first electrode ECGP is in close contact with the skin of the user's wrist.
第二电极ECGN安装在智能手表120侧面。在进行ECG信号采集时,用户用手指接触第二电极ECGN,心电图信号采集装置121测量用户手腕(第一电极ECGN接触位置)与用户手指(第二电极ECGN接触位置)间的电势差,以根据电势差采集ECG信号。The second electrode ECGN is installed on the side of the smart watch 120 . When collecting ECG signals, the user touches the second electrode ECGN with his finger, and the electrocardiogram signal acquisition device 121 measures the potential difference between the user's wrist (the contact position of the first electrode ECGN) and the user's finger (the contact position of the second electrode ECGN) to determine the potential difference according to the potential difference. Collect ECG signals.
进一步的,ECG信号是属于mV级别的微弱信号,ECG信号的测量存在如下问题:一方面,来自ECG主电源的50Hz至60Hz电容耦合干扰要比心脏信号强许多;另一方面,身体皮肤的接触阻抗以及传感器之间阻抗的不匹配,这会导致较大的偏差并降低共模抑制能力。如果只采用两电极测量,采集过程中会受到环境及空间中共模干扰信号的影响,采集出来的心电信号质量非常差。Furthermore, the ECG signal is a weak signal at the mV level. The measurement of the ECG signal has the following problems: on the one hand, the 50Hz to 60Hz capacitive coupling interference from the ECG main power supply is much stronger than the heart signal; on the other hand, the contact with the body's skin Impedance and impedance mismatch between sensors, which can lead to larger deviations and reduced common-mode rejection. If only two electrodes are used for measurement, the collection process will be affected by common-mode interference signals in the environment and space, and the quality of the collected ECG signals will be very poor.
因此,在一种实现方式中,心电图信号采集装置121还包含第三电极ECGR(right-leg)。第三电极ECGR用于在心电图信号采集装置121测量第一电极ECGN与第二电极ECGN之间的电势差时接触用户的体表,以使得心电图信号采集装置121根据第三电极ECGR采集的信号消除第一电极ECGN与第二电极ECGN之间的电势差所包含的共模干扰。Therefore, in one implementation, the electrocardiogram signal acquisition device 121 further includes a third electrode ECGR (right-leg). The third electrode ECGR is used to contact the user's body surface when the electrocardiogram signal acquisition device 121 measures the potential difference between the first electrode ECGN and the second electrode ECGN, so that the electrocardiogram signal acquisition device 121 eliminates the third electrode based on the signal collected by the third electrode ECGR. Common mode interference contained in the potential difference between one electrode ECGN and the second electrode ECGN.
具体的,在进行ECG信号采集时,第三电极ECGR接触人体体表。由于第三电极ECGR接触人体体表,因此,环境及空间中共模干扰信号会影响到第三电极ECGR。将第三电极ECGR作为负反馈信号引入到第一电极ECGN接触位置与第二电极ECGN接触位置间的电势差测量结果中,就可以抵消第一电极ECGN接触位置与第二电极ECGN接触位置间的电势差所包含的共模干扰。Specifically, when collecting ECG signals, the third electrode ECGR contacts the human body surface. Since the third electrode ECGR contacts the human body surface, common-mode interference signals in the environment and space will affect the third electrode ECGR. By introducing the third electrode ECGR as a negative feedback signal into the measurement result of the potential difference between the contact position of the first electrode ECGN and the contact position of the second electrode ECGN, the potential difference between the contact position of the first electrode ECGN and the contact position of the second electrode ECGN can be offset. Contains common mode interference.
具体的,在一种实现方式中,第三电极ECGR安装在智能手表120手表表背,在用户佩戴智能手表120时,第三电极ECGR与用户手腕皮肤紧贴。Specifically, in one implementation, the third electrode ECGR is installed on the back of the smart watch 120. When the user wears the smart watch 120, the third electrode ECGR is in close contact with the skin of the user's wrist.
S230,智能眼镜110将采集到PPG信号发送到智能手表120。S230, the smart glasses 110 send the collected PPG signal to the smart watch 120.
如图3所示,智能眼镜110中还安装有通信装置112(第一通信装置),智能手表120中还安装有通信装置124(第二通信装置)。通信装置112以及通信装置124用于在智能眼镜110与智能手表120间建立通信连接。通信装置112输出PPG测量器件111采集到的PPG信号,通信装置124接收通信装置112发送的PPG信号。As shown in FIG. 3 , the smart glasses 110 are also equipped with a communication device 112 (a first communication device), and the smart watch 120 is also equipped with a communication device 124 (a second communication device). The communication device 112 and the communication device 124 are used to establish a communication connection between the smart glasses 110 and the smart watch 120 . The communication device 112 outputs the PPG signal collected by the PPG measurement device 111 , and the communication device 124 receives the PPG signal sent by the communication device 112 .
具体的,在一实现方式中,在S230中,智能眼镜110可以在采集PPG信号的过程中,将采集到的PPG信号同步发送到智能手表120。例如,以0.5秒的时间间隔,每采集到0.5秒的PPG信号后将采集到的0.5秒的PPG信号发送到智能手表120,直到完成一次完整的PPG信号采集。例如,一次血压计算需要采集30秒的PPG信号,在一次完整的PPG信号采集过程中,以0.5秒为时间间隔,共60次发送PPG信号。Specifically, in an implementation manner, in S230, the smart glasses 110 may synchronously send the collected PPG signals to the smart watch 120 during the process of collecting the PPG signals. For example, at a time interval of 0.5 seconds, after each 0.5 second PPG signal is collected, the collected 0.5 second PPG signal is sent to the smart watch 120 until a complete PPG signal collection is completed. For example, a blood pressure calculation requires the collection of 30 seconds of PPG signals. During a complete PPG signal collection process, the PPG signals are sent a total of 60 times at intervals of 0.5 seconds.
在另一实现方式中,在S230中,智能眼镜110可以在一次完整的PPG信号采集完毕后,将采集到的PPG信号发送到智能手表120。例如,一次血压计算需要采集30秒的PPG信号,在30秒的PPG信号采集完成后,一次发送30秒的PPG信号。 In another implementation, in S230, the smart glasses 110 can send the collected PPG signals to the smart watch 120 after a complete PPG signal collection is completed. For example, a blood pressure calculation requires the collection of 30 seconds of PPG signals. After the 30 seconds of PPG signal collection is completed, 30 seconds of PPG signals are sent at a time.
进一步的,在S230中,可以采用多种不同的通信方式。例如,蓝牙通信方式。具体的,通信装置112以及通信装置124为蓝牙模块,通信装置112以及通信装置124通过蓝牙建立通信连接,蓝牙协议中包含每个采样点对应的时间戳信息。又例如,WIFI通信方式,通信装置112以及通信装置124为WIFI模块。Further, in S230, a variety of different communication methods can be used. For example, Bluetooth communication method. Specifically, the communication device 112 and the communication device 124 are Bluetooth modules. The communication device 112 and the communication device 124 establish a communication connection through Bluetooth. The Bluetooth protocol includes time stamp information corresponding to each sampling point. For another example, in the WIFI communication mode, the communication device 112 and the communication device 124 are WIFI modules.
在智能手表120采集到ECG信号并接收到智能眼镜发送的PPG信号后,智能手表120就可以根据PPG信号以及ECG信号计算人体血压生理参数。After the smart watch 120 collects the ECG signal and receives the PPG signal sent by the smart glasses, the smart watch 120 can calculate the physiological parameters of human blood pressure based on the PPG signal and the ECG signal.
如图3所示,智能手表120中还安装有血压计算模块125,血压计算模块125用于根据心电图信号采集装置121采集的ECG信号、通信装置124接收的PPG信号计算人体血压生理参数。As shown in Figure 3, the smart watch 120 is also equipped with a blood pressure calculation module 125. The blood pressure calculation module 125 is used to calculate human blood pressure physiological parameters based on the ECG signal collected by the electrocardiogram signal acquisition device 121 and the PPG signal received by the communication device 124.
具体的,血压计算模块125可以基于独立的芯片构造,也可以基于智能手表120中原有的芯片构造(例如,智能手表120的主处理芯片)。血压计算模块125包含用于存储计算机程序指令的存储器和用于执行计算机程序指令的处理器,其中,当计算机程序指令被该处理器执行时,触发血压计算模块125根据人体脉搏波信号以及人体心电图信号,计算用户的人体血压生理参数。Specifically, the blood pressure calculation module 125 may be based on an independent chip structure, or may be based on an original chip structure in the smart watch 120 (for example, the main processing chip of the smart watch 120). The blood pressure calculation module 125 includes a memory for storing computer program instructions and a processor for executing the computer program instructions. When the computer program instructions are executed by the processor, the blood pressure calculation module 125 is triggered according to the human pulse wave signal and the human electrocardiogram. signal to calculate the user's physiological parameters of human blood pressure.
具体的,血压计算模块125计算ECG信号波峰和人体脉搏波信号波谷两点间的时差作为脉搏传导时间(pulse transit time,PTT)。将PTT带入血压计算模型测得人体血压生理参数。Specifically, the blood pressure calculation module 125 calculates the time difference between the ECG signal peak and the human pulse wave signal trough as the pulse transit time (PTT). Bring PTT into the blood pressure calculation model to measure the physiological parameters of human blood pressure.
S240,智能手表120(血压计算模块125)通过特征点识别ECG信号的ECG波峰以及ECG波峰之后紧邻的PPG信号的PPG波谷。S240, the smart watch 120 (blood pressure calculation module 125) identifies the ECG peak of the ECG signal and the PPG trough of the PPG signal immediately after the ECG peak through the feature points.
S250,智能手表120(血压计算模块125)计算ECG波峰以及ECG波峰之后紧邻的PPG波谷间的时差作为PTT。S250, the smart watch 120 (blood pressure calculation module 125) calculates the time difference between the ECG wave peak and the PPG wave trough immediately after the ECG wave peak as the PTT.
图4所示为根据本申请实施例的ECG信号以及PPG信号波形示意图。Figure 4 shows a schematic diagram of ECG signal and PPG signal waveforms according to an embodiment of the present application.
如图4所示,波形301以及波形302分别为同一用户的ECG信号波形以及PPG信号波形;波形301以及波形302水平方向上的时间轴坐标系一致。波形301上的点311为ECG的R波波顶;波形302上的点321为PPG信号波谷;波形302上的点322为PPG信号波峰。点311与点321在水平方向上的间距(时差330)为PTT。As shown in FIG. 4 , waveform 301 and waveform 302 are respectively the ECG signal waveform and PPG signal waveform of the same user; the time axis coordinate systems of waveform 301 and waveform 302 in the horizontal direction are consistent. Point 311 on the waveform 301 is the R wave top of the ECG; point 321 on the waveform 302 is the PPG signal trough; point 322 on the waveform 302 is the PPG signal peak. The distance (time difference 330) between point 311 and point 321 in the horizontal direction is PTT.
具体的,为了计算ECG波峰以及ECG波峰之后紧邻的PPG波谷间的时差,在一种实现方式中,在S210中,智能眼镜110在PPG测量器件111采集PPG信号的过程中,针对每个采样点时标记当时的时间戳信息。在S220中,智能手表120在心电图信号采集装置121采集ECG信号的过程中,针对每个采样点时标记当时的时间戳信息。在S230中,在智能眼镜110将采集到PPG信号发送到智能手表120的同时,智能眼镜110将采集PPG信号时附带的时间戳信息发送到智能手表120。在S250中,智能手表120根据ECG波峰对应的时间戳以及ECG波峰之后紧邻的PPG波谷对应的时间 戳,计算两个时间戳之差(时差)。Specifically, in order to calculate the time difference between the ECG wave peak and the PPG wave trough immediately after the ECG wave peak, in one implementation, in S210, the smart glasses 110 collect PPG signals for each sampling point during the process of the PPG measurement device 111. Mark the timestamp information at that time. In S220, during the process of collecting the ECG signal by the electrocardiogram signal collecting device 121, the smart watch 120 marks the current timestamp information for each sampling point. In S230, while the smart glasses 110 send the collected PPG signals to the smart watch 120, the smart glasses 110 send the timestamp information attached when collecting the PPG signals to the smart watch 120. In S250, the smart watch 120 uses the timestamp corresponding to the ECG wave peak and the time corresponding to the PPG wave trough immediately after the ECG wave peak. Stamp, calculate the difference (time difference) between two timestamps.
在另一种实现方式中,在S210以及S220中,分别记录开始采集PPG信号以及ECG信号的时刻以及分别记录采集PPG信号以及ECG信号的采样率。在S230中,在智能眼镜110将采集到PPG信号发送到智能手表120的同时,智能眼镜110将开始采集PPG信号的时刻以及采集PPG信号的采样率发送到智能手表120。在S250中,智能手表120基于采集PPG信号的采样率绘制PPG信号波形,基于采集ECG信号的采样率绘制ECG信号波形,PPG信号波形以及ECG信号波形的横坐标为时间,PPG信号波形以及ECG信号波形的横坐标刻度一致;智能手表120根据开始采集PPG信号以及ECG信号的时刻将PPG信号波形以及ECG信号波形叠加到同一时间轴上,这样就可以在时间轴上读取ECG波峰以及ECG波峰之后紧邻的PPG波谷之间的时差。In another implementation, in S210 and S220, the time when the collection of the PPG signal and the ECG signal starts is recorded respectively, and the sampling rate of the collection of the PPG signal and the ECG signal is recorded respectively. In S230, while the smart glasses 110 send the collected PPG signals to the smart watch 120, the smart glasses 110 send the time to start collecting the PPG signals and the sampling rate of collecting the PPG signals to the smart watch 120. In S250, the smart watch 120 draws the PPG signal waveform based on the sampling rate of collecting the PPG signal, and draws the ECG signal waveform based on the sampling rate of the ECG signal. The abscissas of the PPG signal waveform and the ECG signal waveform are time, and the PPG signal waveform and the ECG signal are The abscissa scales of the waveforms are consistent; the smart watch 120 superimposes the PPG signal waveform and the ECG signal waveform onto the same time axis according to the time when the PPG signal and ECG signal start to be collected, so that the ECG wave peak and after the ECG wave peak can be read on the time axis. The time difference between immediately adjacent PPG troughs.
S260,智能手表120(血压计算模块125)将计算出的PTT代入血压计算模型,计算人体血压生理参数。S260, the smart watch 120 (blood pressure calculation module 125) substitutes the calculated PTT into the blood pressure calculation model to calculate the physiological parameters of human blood pressure.
具体的,在一种实现方式中,血压计算模块125采用脉搏波传导速度与血压的关系模型作为血压计算模型,从而根据PTT计算血压值。例如,采用Moens-Korteweg模型作为血压计算模型。在其他实现方式中,也可以采用其他血压计算模型。Specifically, in one implementation, the blood pressure calculation module 125 uses the relationship model between pulse wave conduction velocity and blood pressure as the blood pressure calculation model to calculate the blood pressure value according to PTT. For example, the Moens-Korteweg model is used as the blood pressure calculation model. In other implementations, other blood pressure calculation models may also be used.
在Moens-Korteweg模型中,弹性管道内脉搏波传播速度(C)的计算公式为:
In the Moens-Korteweg model, the calculation formula of the pulse wave propagation velocity (C) in the elastic pipe is:
在公式(1)中,E是杨氏弹性模量,h表示弹性管壁(血管壁)的厚度,D是平衡状态下弹性管(血管)的内径,ρ是流体密度(血液密度)。In formula (1), E is Young's elastic modulus, h represents the thickness of the elastic tube wall (blood vessel wall), D is the inner diameter of the elastic tube (blood vessel) in equilibrium, and ρ is the fluid density (blood density).
动脉血管的弹性越大(即顺应性越大,E越小),则脉搏波的传播速度越小;动脉管径越小,速度越大。通常沿主动脉到大动脉、再到较小动脉,脉搏波的传播速度越来越大。以K为人体不同动脉对应的脉搏波的传播速度系数。The greater the elasticity of the arterial blood vessel (that is, the greater the compliance, the smaller the E), the smaller the propagation speed of the pulse wave; the smaller the diameter of the artery, the greater the speed. Typically along the aorta, to large arteries, and then to smaller arteries, the pulse wave propagates at increasing speeds. Let K be the propagation velocity coefficient of the pulse wave corresponding to different arteries of the human body.
人体动脉脉搏波的传播速度公式为:
The propagation speed formula of human arterial pulse wave is:
公式(2)中,PWV为人体动脉脉搏波的传播速度,人体主动脉系数K为0.8。In formula (2), PWV is the propagation velocity of human arterial pulse wave, and the human aortic coefficient K is 0.8.
由公式(2)可知,PWV与E成正比,E越大,脉搏波传播速度越快。It can be seen from formula (2) that PWV is proportional to E. The larger E is, the faster the pulse wave propagates.
假设人体血管等效长度为L,依据速度时间公式可知针对人体动脉的脉搏波传导时间(PTT)为:
Assuming that the equivalent length of human blood vessels is L, according to the velocity-time formula, the pulse wave conduction time (PTT) of human arteries is:
血管弹性模量E与血管跨臂压(血管内外压力之差)P之间的关系为:
E=E0×eαP   (4)
The relationship between the vascular elastic modulus E and the vascular transbrachial pressure (the difference between the internal and external pressures of the blood vessels) P is:
E=E 0 ×e αP (4)
在公式(4)中,E0是P为0时血管弹性模量,α表征血管特性,数值 0.016~0.018mmHg-1In formula (4), E 0 is the elastic modulus of blood vessels when P is 0, α represents the characteristics of blood vessels, and the numerical value 0.016~0.018mmHg -1 .
依据公式(2)(3)(4)可知
According to formula (2)(3)(4), we can know
公式5可简化为下述血压计算模型:
P=A+BInPTT   (6)
Equation 5 can be simplified to the following blood pressure calculation model:
P=A+BInPTT (6)
由此,在进行本申请实施例的血压计算之前,通过多设备联合检测计算PTT参数,拟合优化公式6中的参数A和B,即可获取用于计算人体血压的血压计算模型。Therefore, before performing the blood pressure calculation in the embodiment of the present application, through joint detection and calculation of PTT parameters by multiple devices, and fitting the parameters A and B in the optimization formula 6, the blood pressure calculation model for calculating human blood pressure can be obtained.
在本申请实施例的S260中,将参数A和B的拟合值待入,就可以基于公式6,根据PPT计算血压P。In S260 of the embodiment of the present application, after entering the fitting values of parameters A and B, the blood pressure P can be calculated according to PPT based on Formula 6.
根据本申请实施例的方法,根据人体脉搏波信号以及人体心电图信号确定脉搏传导时间PTT;使用血压计算模型(公式6)根据PTT计算人体血压生理参数,可以大大提高血压测量的准确度。并且,由于人体脉搏波信号以及人体心电图信号可以基于随身设备测量获取,因此,本申请实施例的方法可以使用随身设备实现,大大提高了血压测量方法的应用灵活性,拓展了血压测量的应用场景。According to the method of the embodiment of the present application, the pulse conduction time PTT is determined based on the human pulse wave signal and the human electrocardiogram signal; the blood pressure calculation model (Formula 6) is used to calculate the human blood pressure physiological parameters based on the PTT, which can greatly improve the accuracy of blood pressure measurement. Moreover, since human pulse wave signals and human electrocardiogram signals can be measured and obtained based on portable devices, the methods of the embodiments of the present application can be implemented using portable devices, which greatly improves the application flexibility of the blood pressure measurement method and expands the application scenarios of blood pressure measurement. .
根据本申请实施例的方法,可有效避免采用袖带充气式测量时多次充放气过程带来的肿胀等身体不适问题,使得连续测量血压的可能性大为提升。并且,相较于袖带充气式测量方案,根据本申请实施例的方法,可以大大简化随身设备的结构,有效控制硬件成本。According to the method of the embodiment of the present application, physical discomfort problems such as swelling caused by multiple inflation and deflation processes when using a cuff inflatable measurement can be effectively avoided, greatly improving the possibility of continuous blood pressure measurement. Moreover, compared with the cuff inflatable measurement solution, the method according to the embodiments of the present application can greatly simplify the structure of the portable device and effectively control the hardware cost.
进一步的,相较于袖带充气式测量方案,由于减少了机械部件,根据本申请实施例的方法,可以大大降低随身设备在进行血压测量时的功耗,提高设备续航时间。Furthermore, compared with the inflatable cuff measurement solution, due to the reduction of mechanical components, the method according to the embodiments of the present application can greatly reduce the power consumption of the portable device when measuring blood pressure and improve the battery life of the device.
这里需要注意的是,在顺利实现采集人体脉搏波信号以及人体心电图信号的前提下,本申请对用于进行信号采集的随身设备不做具体限制。It should be noted here that, on the premise of successfully collecting human pulse wave signals and human electrocardiogram signals, this application does not impose specific restrictions on the portable devices used for signal collection.
在本申请其他实施例中,也可以采用智能眼镜以外的其他随身设备采集人体脉搏波信号。例如,采用智能手表或智能手环采集人体脉搏波信号。In other embodiments of the present application, other portable devices other than smart glasses may also be used to collect human body pulse wave signals. For example, smart watches or smart bracelets are used to collect human pulse wave signals.
在本申请其他实施例中,也可以采用智能手表以外的其他随身设备采集人体心电图信号。例如,采用智能眼镜或智能手环采集人体脉搏波信号。In other embodiments of the present application, other portable devices other than smart watches may also be used to collect human electrocardiogram signals. For example, smart glasses or smart bracelets are used to collect human pulse wave signals.
在本申请其他实施例中,也可以采用同一台随身设备同时采集人体脉搏波信号以及人体心电图信号。例如,采用智能手表采集人体脉搏波信号以及人体心电图信号,或者,采用智能手环采集人体脉搏波信号以及人体心电图信号。In other embodiments of the present application, the same portable device can also be used to simultaneously collect human pulse wave signals and human electrocardiogram signals. For example, a smart watch is used to collect human pulse wave signals and human electrocardiogram signals, or a smart bracelet is used to collect human body pulse wave signals and human electrocardiogram signals.
进一步的,本申请实施例对根据人体脉搏波信号以及人体心电图信号计算人体血压生理参数的实现设备不做具体限定。在本申请其他实施例中,也可以采用智能手表以外的其他随身设备计算人体血压生理参数。Furthermore, the embodiments of this application do not specifically limit the implementation equipment for calculating the physiological parameters of human blood pressure based on human pulse wave signals and human electrocardiogram signals. In other embodiments of the present application, other portable devices other than smart watches may also be used to calculate physiological parameters of human blood pressure.
例如,采用智能眼镜计算人体血压生理参数。在图1所示的系统中,智能手表120 包括通信装置(第二通信装置,参照通信装置124),智能手表120的通信装置用于与智能眼镜110建立通信连接,将心电图信号采集装置121采集的人体心电图信号发送到智能眼镜110;For example, smart glasses are used to calculate physiological parameters of human blood pressure. In the system shown in Figure 1, the smart watch 120 It includes a communication device (second communication device, refer to the communication device 124), the communication device of the smart watch 120 is used to establish a communication connection with the smart glasses 110, and send the human body electrocardiogram signal collected by the electrocardiogram signal acquisition device 121 to the smart glasses 110;
智能眼镜110包括通信装置(第一通信装置,参照通信装置112),智能眼镜110的通信装置用于与智能手表120建立通信连接,接收智能手表120采集的用户的人体心电图信号;The smart glasses 110 include a communication device (first communication device, refer to the communication device 112). The communication device of the smart glasses 110 is used to establish a communication connection with the smart watch 120 and receive the user's human electrocardiogram signal collected by the smart watch 120;
智能眼镜110中构造有血压计算模块(参照血压计算模块125),智能眼镜110的血压计算模块用于根据人体脉搏波信号以及人体心电图信号计算用户的人体血压生理参数。The smart glasses 110 are configured with a blood pressure calculation module (refer to the blood pressure calculation module 125 ). The blood pressure calculation module of the smart glasses 110 is used to calculate the user's human blood pressure physiological parameters based on the human pulse wave signal and the human electrocardiogram signal.
进一步的,在实际应用场景中,根据人体脉搏波信号以及人体心电图信号计算人体血压生理参数需要消耗处理器的计算资源。为了降低随身设备的数据处理压力,在本申请一实施例中,随身设备仅用来进行数据采集(采集PPG信号以及ECG信号),使用随身设备以外的其他设备(例如,手机、平板电脑、笔记本电脑、台式机)进行人体血压生理参数的计算。Furthermore, in actual application scenarios, calculating the physiological parameters of human blood pressure based on human pulse wave signals and human electrocardiogram signals requires computing resources of the processor. In order to reduce the data processing pressure of the portable device, in one embodiment of the present application, the portable device is only used for data collection (collecting PPG signals and ECG signals), and other devices other than the portable device (for example, mobile phones, tablets, laptops, etc.) are used. computer, desktop) to calculate the physiological parameters of human blood pressure.
例如,采用智能手机计算人体血压生理参数。图1所示的系统还包括智能手机。智能手机包括通信装置(第三通信装置)以及血压计算模块(参照血压计算模块125)。For example, a smartphone is used to calculate the physiological parameters of human blood pressure. The system shown in Figure 1 also includes a smartphone. The smartphone includes a communication device (third communication device) and a blood pressure calculation module (refer to the blood pressure calculation module 125).
智能眼镜110包括通信装置(第一通信装置,参照通信装置112),智能眼镜110的通信装置用于与智能手机建立通信连接,将光电体积描记法测量器件所采集的人体脉搏波信号发送到智能手机;The smart glasses 110 include a communication device (first communication device, refer to the communication device 112). The communication device of the smart glasses 110 is used to establish a communication connection with the smart phone and send the human body pulse wave signal collected by the photoplethysmography measurement device to the smart phone. cell phone;
智能手表120包括通信装置(第二通信装置,参照通信装置124),智能手表120的通信装置用于与智能手机建立通信连接,将心电图信号采集装置采集的人体心电图信号发送到智能手机;The smart watch 120 includes a communication device (second communication device, refer to the communication device 124). The communication device of the smart watch 120 is used to establish a communication connection with the smart phone and send the human body electrocardiogram signal collected by the electrocardiogram signal acquisition device to the smart phone;
智能手机的通信装置用于与智能手表120以及智能眼镜110建立通信连接,接收智能手表120采集的用户的人体心电图信号以及智能眼镜110采集的用户的人体脉搏波信号;The communication device of the smartphone is used to establish a communication connection with the smart watch 120 and the smart glasses 110, and receive the user's human body electrocardiogram signal collected by the smart watch 120 and the user's human body pulse wave signal collected by the smart glasses 110;
智能手机的血压计算模块用于根据人体脉搏波信号以及人体心电图信号计算用户的人体血压生理参数。The blood pressure calculation module of the smartphone is used to calculate the user's physiological parameters of human blood pressure based on human pulse wave signals and human electrocardiogram signals.
又例如,图5所示为根据本申请实施例的血压测量应用场景示意图。As another example, FIG. 5 shows a schematic diagram of a blood pressure measurement application scenario according to an embodiment of the present application.
如图5所示,血压测量系统包括耳机510(耳机510可以是左耳耳机也可以是右耳耳机)、智能手表520以及智能手机530。As shown in FIG. 5 , the blood pressure measurement system includes an earphone 510 (the earphone 510 can be a left ear earphone or a right ear earphone), a smart watch 520 and a smart phone 530 .
图6所示为根据本申请实施例的血压测量方法流程图。耳机510、智能手表520以及智能手机530执行如图6所示的方法流程以实现血压测量。Figure 6 shows a flow chart of a blood pressure measurement method according to an embodiment of the present application. The earphone 510, the smart watch 520 and the smart phone 530 execute the method flow shown in Figure 6 to implement blood pressure measurement.
S610,耳机510采集人体脉搏波信号。(参照S210) S610, earphone 510 collects human body pulse wave signals. (Refer to S210)
图7所示为根据本申请实施例的耳机510、智能手表520以及智能手机530的硬件结构示意图。Figure 7 shows a schematic diagram of the hardware structure of the earphone 510, the smart watch 520 and the smart phone 530 according to the embodiment of the present application.
如图7所示,耳机510包含PPG测量器件511,PPG测量器件511可以参照PPG测量器件111。As shown in FIG. 7 , the earphone 510 includes a PPG measurement device 511 , and the PPG measurement device 511 may be referred to the PPG measurement device 111 .
S620,智能手表520采集人体心电图(Electrocardiogram,ECG)信号。(参照S220)S620, smart watch 520 collects human electrocardiogram (ECG) signals. (Refer to S220)
如图7所示,智能手表520中安装有心电图信号采集装置521,心电图信号采集装置521可以参照心电图信号采集装置121。As shown in FIG. 7 , an electrocardiogram signal acquisition device 521 is installed in the smart watch 520 . The electrocardiogram signal acquisition device 521 may refer to the electrocardiogram signal acquisition device 121 .
S630,耳机510将采集到PPG信号发送到智能手机530。S630, the headset 510 will collect the PPG signal and send it to the smartphone 530.
S640,智能手表520将采集到ECG信号发送到智能手机530。(参照S230)S640, the smart watch 520 will collect the ECG signal and send it to the smart phone 530. (Refer to S230)
如图7所示,耳机510中还安装有通信装置512,智能手表520中还安装有通信装置524,智能手机530中还安装有通信装置534。通信装置512、通信装置524以及通信装置534可以参照通信装置112以及通信装置124。As shown in FIG. 7 , a communication device 512 is also installed in the earphone 510 , a communication device 524 is also installed in the smart watch 520 , and a communication device 534 is also installed in the smart phone 530 . The communication device 512 , the communication device 524 and the communication device 534 may refer to the communication device 112 and the communication device 124 .
S650,在智能手机530接收到ECG信号以及PPG信号后,智能手机530根据PPG信号以及ECG信号计算人体血压生理参数。(参照S240-S260)S650: After the smartphone 530 receives the ECG signal and the PPG signal, the smartphone 530 calculates the physiological parameters of human blood pressure based on the PPG signal and the ECG signal. (Refer to S240-S260)
如图7所示,智能手机530中还安装有血压计算模块535,血压计算模块535可以参照血压计算模块125。As shown in FIG. 7 , a blood pressure calculation module 535 is also installed in the smartphone 530 . The blood pressure calculation module 535 may refer to the blood pressure calculation module 125 .
在本申请实施例的描述中,为了描述的方便,描述装置时以功能分为各种模块分别描述,各个模块的划分仅仅是一种逻辑功能的划分,在实施本申请实施例时可以把各模块的功能在同一个或多个软件和/或硬件中实现。In the description of the embodiments of the present application, for the convenience of description, the device is described by dividing its functions into various modules. The division of each module is only a division of logical functions. When implementing the embodiments of the present application, each module can be divided into The functionality of a module is implemented in the same or more software and/or hardware.
具体的,本申请实施例所提出的装置在实际实现时可以全部或部分集成到一个物理实体上,也可以物理上分开。且这些模块可以全部以软件通过处理元件调用的形式实现;也可以全部以硬件的形式实现;还可以部分模块以软件通过处理元件调用的形式实现,部分模块通过硬件的形式实现。例如,检测模块可以为单独设立的处理元件,也可以集成在电子设备的某一个芯片中实现。其它模块的实现与之类似。此外这些模块全部或部分可以集成在一起,也可以独立实现。在实现过程中,上述方法的各步骤或以上各个模块可以通过处理器元件中的硬件的集成逻辑电路或者软件形式的指令完成。Specifically, during actual implementation, the device proposed in the embodiment of the present application may be fully or partially integrated into a physical entity, or may be physically separated. And these modules can all be implemented in the form of software calling through processing elements; they can also all be implemented in the form of hardware; some modules can also be implemented in the form of software calling through processing elements, and some modules can be implemented in the form of hardware. For example, the detection module can be a separate processing element, or can be integrated into a chip of the electronic device. The implementation of other modules is similar. In addition, all or part of these modules can be integrated together or implemented independently. During the implementation process, each step of the above method or each of the above modules can be completed by instructions in the form of hardware integrated logic circuits or software in the processor element.
例如,以上这些模块可以是被配置成实施以上方法的一个或多个集成电路,例如:一个或多个特定集成电路(Application Specific Integrated Circuit,ASIC),或,一个或多个数字信号处理器(Digital Singnal Processor,DSP),或,一个或者多个现场可编程门阵列(Field Programmable Gate Array,FPGA)等。再如,这些模块可以集成在一起,以片上装置(System-On-a-Chip,SOC)的形式实现。For example, the above modules may be one or more integrated circuits configured to implement the above methods, such as: one or more specific integrated circuits (Application Specific Integrated Circuit, ASIC), or one or more digital signal processors ( Digital Singnal Processor, DSP), or one or more Field Programmable Gate Array (Field Programmable Gate Array, FPGA), etc. For another example, these modules can be integrated together and implemented in the form of a System-On-a-Chip (SOC).
本申请一实施例还提出了一种电子设备(例如,智能眼镜),电子设备包括: An embodiment of the present application also provides an electronic device (for example, smart glasses). The electronic device includes:
光电体积描记法测量器件(例如,PPG测量器件111),其用于基于光电体积描记法采集用户的人体脉搏波信号,该人体脉搏波信号用于基于本申请实施例提供的方法计算用户的人体血压生理参数;Photoplethysmography measurement device (for example, PPG measurement device 111), which is used to collect the user's human body pulse wave signal based on the photoplethysmography method. The human body pulse wave signal is used to calculate the user's human body pulse wave signal based on the method provided by the embodiment of the present application. blood pressure physiological parameters;
通信装置,其用于与其他电子设备建立通信连接,将光电体积描记法测量器件所采集的人体脉搏波信号发送到其他电子设备。A communication device is used to establish communication connections with other electronic devices and send human pulse wave signals collected by the photoplethysmography measurement device to other electronic devices.
本申请一实施例还提出了一种电子设备(例如,智能眼镜),电子设备包括:An embodiment of the present application also provides an electronic device (for example, smart glasses). The electronic device includes:
光电体积描记法测量器件(例如,PPG测量器件111),其用于基于光电体积描记法采集用户的人体脉搏波信号,该人体脉搏波信号用于基于本申请实施例提供的方法计算用户的人体血压生理参数;Photoplethysmography measurement device (for example, PPG measurement device 111), which is used to collect the user's human body pulse wave signal based on the photoplethysmography method. The human body pulse wave signal is used to calculate the user's human body pulse wave signal based on the method provided by the embodiment of the present application. blood pressure physiological parameters;
通信装置,其用于与其他电子设备建立通信连接,接收其他电子设备采集的用户的人体心电图信号;A communication device, which is used to establish a communication connection with other electronic equipment and receive the user's human electrocardiogram signal collected by other electronic equipment;
用于存储计算机程序指令的存储器和用于执行计算机程序指令的处理器,其中,当所述计算机程序指令被该处理器执行时,触发电子设备根据人体脉搏波信号以及人体心电图信号,执行本申请实施例提供的方法以计算用户的人体血压生理参数。A memory for storing computer program instructions and a processor for executing computer program instructions, wherein when the computer program instructions are executed by the processor, the electronic device is triggered to execute the present application based on human body pulse wave signals and human body electrocardiogram signals. The embodiment provides a method to calculate the user's physiological parameters of human blood pressure.
本申请一实施例还提出了一种电子设备(例如,智能手表),电子设备包括:An embodiment of the present application also provides an electronic device (for example, a smart watch). The electronic device includes:
包括第一电极、第二电极以及第三电极的心电图信号采集装置(例如,心电图信号采集装置121),心电图信号采集装置用于:在第一电极以及第二电极分别接触用户的体表的不同位置时,测量第一电极以及所述第二电极之间的电势差;根据电势差获取用户的人体心电图信号,该人体心电图信号用于基于本申请实施例提供的方法计算用户的人体血压生理参数;以及,在测量第一电极以及第二电极之间的电势差时,在第三电极接触用户的体表时,根据第三电极采集的信号消除第一电极以及第二电极间电势差所包含的共模干扰;An electrocardiogram signal acquisition device (for example, the electrocardiogram signal acquisition device 121) including a first electrode, a second electrode, and a third electrode. The electrocardiogram signal acquisition device is used to: contact the first electrode and the second electrode at different points on the user's body surface respectively. position, measure the potential difference between the first electrode and the second electrode; obtain the user's human body electrocardiogram signal according to the potential difference, and the human body electrocardiogram signal is used to calculate the user's human body blood pressure physiological parameters based on the method provided by the embodiment of the application; and , when measuring the potential difference between the first electrode and the second electrode, when the third electrode contacts the user's body surface, the common mode interference contained in the potential difference between the first electrode and the second electrode is eliminated based on the signal collected by the third electrode. ;
通信装置,其用于与其他电子设备建立通信连接,将心电图信号采集装置采集的人体心电图信号发送到其他电子设备。A communication device is used to establish communication connections with other electronic devices and send human electrocardiogram signals collected by the electrocardiogram signal acquisition device to other electronic devices.
本申请一实施例还提出了一种电子设备(例如,智能手表),电子设备包括:An embodiment of the present application also provides an electronic device (for example, a smart watch). The electronic device includes:
包括第一电极、第二电极以及第三电极的心电图信号采集装置(例如,心电图信号采集装置121),心电图信号采集装置用于:在第一电极以及第二电极分别接触用户的体表的不同位置时,测量第一电极以及所述第二电极之间的电势差;根据电势差获取用户的人体心电图信号,该人体心电图信号用于基于本申请实施例提供的方法计算用户的人体血压生理参数;以及,在测量第一电极以及第二电极之间的电势差时,在第三电极接触用户的体表时,根据第三电极采集的信号消除第一电极以及第二电极间电势差所包含的共模干扰;An electrocardiogram signal acquisition device (for example, the electrocardiogram signal acquisition device 121) including a first electrode, a second electrode, and a third electrode. The electrocardiogram signal acquisition device is used to: contact the first electrode and the second electrode at different points on the user's body surface respectively. position, measure the potential difference between the first electrode and the second electrode; obtain the user's human body electrocardiogram signal according to the potential difference, and the human body electrocardiogram signal is used to calculate the user's human body blood pressure physiological parameters based on the method provided by the embodiment of the application; and , when measuring the potential difference between the first electrode and the second electrode, when the third electrode contacts the user's body surface, the common mode interference contained in the potential difference between the first electrode and the second electrode is eliminated based on the signal collected by the third electrode. ;
通信装置,其用于与其他电子设备建立通信连接,接收其他电子设备采集的用户的人体脉搏波信号;A communication device, which is used to establish a communication connection with other electronic equipment and receive the user's human pulse wave signal collected by other electronic equipment;
用于存储计算机程序指令的存储器和用于执行计算机程序指令的处理器,其中, 当所述计算机程序指令被该处理器执行时,触发电子设备根据人体脉搏波信号以及人体心电图信号,执行本申请实施例提供的方法以计算用户的人体血压生理参数。A memory for storing computer program instructions and a processor for executing the computer program instructions, wherein: When the computer program instructions are executed by the processor, the electronic device is triggered to execute the method provided by the embodiments of the present application to calculate the physiological parameters of the user's human blood pressure based on the human pulse wave signal and the human electrocardiogram signal.
本申请一实施例还提出了一种电子设备(例如,智能手表或智能手机),电子设备包括:An embodiment of the present application also provides an electronic device (for example, a smart watch or a smart phone). The electronic device includes:
通信装置,其用于与其他电子设备建立通信连接,接收其他电子设备采集的用户的人体脉搏波信号以及人体心电图信号;A communication device, which is used to establish communication connections with other electronic devices and receive the user's human pulse wave signals and human electrocardiogram signals collected by other electronic devices;
用于存储计算机程序指令的存储器和用于执行计算机程序指令的处理器,其中,当所述计算机程序指令被该处理器执行时,触发电子设备根据人体脉搏波信号以及人体心电图信号,执行本申请实施例提供的方法以计算用户的人体血压生理参数。A memory for storing computer program instructions and a processor for executing computer program instructions, wherein when the computer program instructions are executed by the processor, the electronic device is triggered to execute the present application based on human body pulse wave signals and human body electrocardiogram signals. The embodiment provides a method to calculate the user's physiological parameters of human blood pressure.
具体的,在本申请一实施例中,上述一个或多个计算机程序被存储在上述存储器中,上述一个或多个计算机程序包括指令,当上述指令被上述设备执行时,使得上述设备执行本申请实施例所述的方法步骤。Specifically, in one embodiment of the present application, the one or more computer programs are stored in the memory. The one or more computer programs include instructions. When the instructions are executed by the device, the device executes the application. Method steps described in the examples.
具体的,在本申请一实施例中,电子设备的处理器可以是片上装置SOC,该处理器中可以包括中央处理器(Central Processing Unit,CPU),还可以进一步包括其他类型的处理器。具体的,在本申请一实施例中,电子设备的处理器可以是PWM控制芯片。Specifically, in an embodiment of the present application, the processor of the electronic device may be an on-chip device SOC, and the processor may include a central processing unit (Central Processing Unit, CPU), and may further include other types of processors. Specifically, in an embodiment of the present application, the processor of the electronic device may be a PWM control chip.
具体的,在本申请一实施例中,涉及的处理器可以例如包括CPU、DSP、微控制器或数字信号处理器,还可包括GPU、嵌入式神经网络处理器(Neural-network Process Units,NPU)和图像信号处理器(Image Signal Processing,ISP),该处理器还可包括必要的硬件加速器或逻辑处理硬件电路,如ASIC,或一个或多个用于控制本申请技术方案程序执行的集成电路等。此外,处理器可以具有操作一个或多个软件程序的功能,软件程序可以存储在存储介质中。Specifically, in an embodiment of the present application, the processor involved may include, for example, a CPU, a DSP, a microcontroller or a digital signal processor, and may also include a GPU, embedded neural network processor (Neural-network Process Units, NPU). ) and an image signal processor (Image Signal Processing, ISP), which may also include necessary hardware accelerators or logic processing hardware circuits, such as ASIC, or one or more integrated circuits used to control the execution of the program of the technical solution of this application wait. Additionally, the processor may have functionality to operate one or more software programs, which may be stored in a storage medium.
具体的,在本申请一实施例中,电子设备的存储器可以是只读存储器(read-only memory,ROM)、可存储静态信息和指令的其它类型的静态存储设备、随机存取存储器(random access memory,RAM)或可存储信息和指令的其它类型的动态存储设备,也可以是电可擦可编程只读存储器(electrically erasable programmable read-only memory,EEPROM)、只读光盘(compact disc read-only memory,CD-ROM)或其他光盘存储、光碟存储(包括压缩光碟、激光碟、光碟、数字通用光碟、蓝光光碟等)、磁盘存储介质或者其它磁存储设备,或者还可以是能够用于携带或存储具有指令或数据结构形式的期望的程序代码并能够由计算机存取的任何计算机可读介质。Specifically, in an embodiment of the present application, the memory of the electronic device may be a read-only memory (ROM), other types of static storage devices that can store static information and instructions, or a random access memory (random access memory). memory, RAM) or other types of dynamic storage devices that can store information and instructions, or electrically erasable programmable read-only memory (EEPROM), compact disc read-only memory, CD-ROM) or other optical disc storage, optical disc storage (including compressed optical discs, laser discs, optical discs, digital versatile discs, Blu-ray discs, etc.), magnetic disk storage media or other magnetic storage devices, or can also be used to carry or Any computer-readable medium that stores desired program code in the form of instructions or data structures and that can be accessed by a computer.
具体的,在本申请一实施例中,处理器可以和存储器可以合成一个处理装置,更常见的是彼此独立的部件,处理器用于执行存储器中存储的程序代码来实现本申请实施例所述方法。具体实现时,该存储器也可以集成在处理器中,或者,独立于处理器。 Specifically, in an embodiment of the present application, the processor and the memory can be combined into a processing device, which is more commonly independent of each other. The processor is used to execute the program code stored in the memory to implement the method described in the embodiment of the present application. . During specific implementation, the memory can also be integrated in the processor, or independent of the processor.
进一步的,本申请实施例阐明的设备、装置、模块,具体可以由计算机芯片或实体实现,或者由具有某种功能的产品来实现。Furthermore, the equipment, devices, and modules described in the embodiments of this application may be implemented by computer chips or entities, or by products with certain functions.
本领域内的技术人员应明白,本申请实施例可提供为方法、装置、或计算机程序产品。因此,本发明可采用完全硬件实施例、完全软件实施例、或结合软件和硬件方面的实施例的形式。而且,本发明可采用在一个或多个其中包含有计算机可用程序代码的计算机可用存储介质上实施的计算机程序产品的形式。Those skilled in the art should understand that embodiments of the present application may be provided as methods, devices, or computer program products. Thus, the invention may take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the invention may take the form of a computer program product embodied on one or more computer-usable storage media embodying computer-usable program code therein.
在本申请所提供的几个实施例中,任一功能如果以软件功能单元的形式实现并作为独立的产品销售或使用时,可以存储在一个计算机可读取存储介质中。基于这样的理解,本申请的技术方案本质上或者说对现有技术做出贡献的部分或者该技术方案的部分可以以软件产品的形式体现出来,该计算机软件产品存储在一个存储介质中,包括若干指令用以使得一台计算机设备(可以是个人计算机,服务器,或者网络设备等)执行本申请各个实施例所述方法的全部或部分步骤。In the several embodiments provided in this application, if any function is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the present application is essentially or the part that contributes to the existing technology or the part of the technical solution can be embodied in the form of a software product. The computer software product is stored in a storage medium, including Several instructions are used to cause a computer device (which may be a personal computer, a server, or a network device, etc.) to execute all or part of the steps of the methods described in various embodiments of this application.
具体的,本申请一实施例中还提供一种计算机可读存储介质,该计算机可读存储介质中存储有计算机程序,当其在计算机上运行时,使得计算机执行本申请实施例提供的方法。Specifically, an embodiment of the present application also provides a computer-readable storage medium. The computer-readable storage medium stores a computer program that, when run on a computer, causes the computer to execute the method provided by the embodiment of the present application.
本申请一实施例还提供一种计算机程序产品,该计算机程序产品包括计算机程序,当其在计算机上运行时,使得计算机执行本申请实施例提供的方法。An embodiment of the present application also provides a computer program product. The computer program product includes a computer program that, when run on a computer, causes the computer to execute the method provided by the embodiment of the present application.
本申请中的实施例描述是参照根据本申请实施例的方法、设备(装置)、和计算机程序产品的流程图和/或方框图来描述的。应理解可由计算机程序指令实现流程图和/或方框图中的每一流程和/或方框、以及流程图和/或方框图中的流程和/或方框的结合。可提供这些计算机程序指令到通用计算机、专用计算机、嵌入式处理机或其他可编程数据处理设备的处理器以产生一个机器,使得通过计算机或其他可编程数据处理设备的处理器执行的指令产生用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的装置。The embodiments in this application are described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (devices), and computer program products according to embodiments of the application. It will be understood that each process and/or block in the flowchart illustrations and/or block diagrams, and combinations of processes and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing device to produce a machine, such that the instructions executed by the processor of the computer or other programmable data processing device produce a use A device for implementing the functions specified in one process or processes of the flowchart and/or one block or blocks of the block diagram.
这些计算机程序指令也可存储在能引导计算机或其他可编程数据处理设备以特定方式工作的计算机可读存储器中,使得存储在该计算机可读存储器中的指令产生包括指令装置的制造品,该指令装置实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能。These computer program instructions may also be stored in a computer-readable memory that causes a computer or other programmable data processing apparatus to operate in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including the instruction means, the instructions The device implements the functions specified in a process or processes of the flowchart and/or a block or blocks of the block diagram.
这些计算机程序指令也可装载到计算机或其他可编程数据处理设备上,使得在计算机或其他可编程设备上执行一系列操作步骤以产生计算机实现的处理,从而在计算机或其他可编程设备上执行的指令提供用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的步骤。These computer program instructions may also be loaded onto a computer or other programmable data processing device, causing a series of operating steps to be performed on the computer or other programmable device to produce computer-implemented processing, thereby executing on the computer or other programmable device. Instructions provide steps for implementing the functions specified in a process or processes of a flowchart diagram and/or a block or blocks of a block diagram.
还需要说明的是,本申请实施例中,“至少一个”是指一个或者多个,“多个”是指两个或两个以上。“和/或”,描述关联对象的关联关系,表示可以存在三种关系,例如,A和/或B,可以表示单独存在A、同时存在A和B、单独存在B的情况。其中A,B 可以是单数或者复数。字符“/”一般表示前后关联对象是一种“或”的关系。“以下至少一项”及其类似表达,是指的这些项中的任意组合,包括单项或复数项的任意组合。例如,a,b和c中的至少一项可以表示:a,b,c,a和b,a和c,b和c或a和b和c,其中a,b,c可以是单个,也可以是多个。It should also be noted that in the embodiments of this application, "at least one" refers to one or more, and "multiple" refers to two or more. "And/or" describes the association of associated objects, indicating that there can be three relationships. For example, A and/or B can represent the existence of A alone, the existence of A and B at the same time, or the existence of B alone. Among them A, B Can be singular or plural. The character "/" generally indicates that the related objects are in an "or" relationship. "At least one of the following" and similar expressions refers to any combination of these items, including any combination of single or plural items. For example, at least one of a, b and c can mean: a, b, c, a and b, a and c, b and c or a and b and c, where a, b, c can be single, also Can be multiple.
本申请实施例中,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、商品或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、商品或者设备所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括所述要素的过程、方法、商品或者设备中还存在另外的相同要素。In the embodiments of this application, the terms "comprising", "comprises" or any other variations thereof are intended to cover non-exclusive inclusion, such that a process, method, commodity or device that includes a series of elements not only includes those elements, but also includes Other elements are not expressly listed or are inherent to the process, method, article or equipment. Without further limitation, an element defined by the statement "comprises a..." does not exclude the presence of additional identical elements in a process, method, article, or device that includes the stated element.
本申请可以在由计算机执行的计算机可执行指令的一般上下文中描述,例如程序模块。一般地,程序模块包括执行特定任务或实现特定抽象数据类型的例程、程序、对象、组件、数据结构等等。也可以在分布式计算环境中实践本申请,在这些分布式计算环境中,由通过通信网络而被连接的远程处理设备来执行任务。在分布式计算环境中,程序模块可以位于包括存储设备在内的本地和远程计算机存储介质中。The application may be described in the general context of computer-executable instructions, such as program modules, being executed by a computer. Generally, program modules include routines, programs, objects, components, data structures, etc. that perform specific tasks or implement specific abstract data types. The present application may also be practiced in distributed computing environments where tasks are performed by remote processing devices connected through a communications network. In a distributed computing environment, program modules may be located in both local and remote computer storage media including storage devices.
本申请中的各个实施例均采用递进的方式描述,各个实施例之间相同相似的部分互相参见即可,每个实施例重点说明的都是与其他实施例的不同之处。尤其,对于装置实施例而言,由于其基本相似于方法实施例,所以描述的比较简单,相关之处参见方法实施例的部分说明即可。Each embodiment in this application is described in a progressive manner. The same and similar parts between the various embodiments can be referred to each other. Each embodiment focuses on its differences from other embodiments. In particular, for the device embodiment, since it is basically similar to the method embodiment, the description is relatively simple. For relevant details, please refer to the partial description of the method embodiment.
本领域普通技术人员可以意识到,本申请实施例中描述的各单元及算法步骤,能够以电子硬件、计算机软件和电子硬件的结合来实现。这些功能究竟以硬件还是软件方式来执行,取决于技术方案的特定应用和设计约束条件。专业技术人员可以对每个特定的应用来使用不同方法来实现所描述的功能,但是这种实现不应认为超出本申请的范围。Those of ordinary skill in the art can realize that each unit and algorithm step described in the embodiments of this application can be implemented by a combination of electronic hardware, computer software, and electronic hardware. Whether these functions are performed in hardware or software depends on the specific application and design constraints of the technical solution. Skilled artisans may implement the described functionality using different methods for each specific application, but such implementations should not be considered beyond the scope of this application.
所属领域的技术人员可以清楚地了解到,为描述的方便和简洁,上述描述的装置、装置和单元的具体工作过程,可以参考前述方法实施例中的对应过程,在此不再赘述。Those skilled in the art can clearly understand that for the convenience and simplicity of description, the specific working processes of the devices, devices and units described above can be referred to the corresponding processes in the foregoing method embodiments, and will not be described again here.
以上所述,仅为本申请的具体实施方式,任何熟悉本技术领域的技术人员在本申请公开的技术范围内,可轻易想到变化或替换,都应涵盖在本申请的保护范围之内。本申请的保护范围应以所述权利要求的保护范围为准。 The above are only specific embodiments of the present application. Any person familiar with the technical field can easily think of changes or substitutions within the technical scope disclosed in the present application, and they should be covered by the protection scope of the present application. The protection scope of this application shall be subject to the protection scope of the claims.

Claims (23)

  1. 一种血压测量方法,其特征在于,所述方法应用于电子设备,所述方法包括:A blood pressure measurement method, characterized in that the method is applied to electronic equipment, and the method includes:
    获取用户的人体脉搏波信号;Obtain the user's human pulse wave signal;
    获取所述用户的人体心电图信号;Obtain the user's human electrocardiogram signal;
    根据所述人体脉搏波信号以及所述人体心电图信号获取脉搏传导时间;Obtain pulse conduction time according to the human body pulse wave signal and the human body electrocardiogram signal;
    根据所述脉搏传导时间计算所述用户的人体血压生理参数。Calculate the physiological parameters of the user's human blood pressure based on the pulse conduction time.
  2. 根据权利要求1所述的方法,其特征在于,所述根据所述人体脉搏波信号以及所述人体心电图信号获取脉搏传导时间,包括:The method according to claim 1, wherein obtaining the pulse conduction time according to the human body pulse wave signal and the human body electrocardiogram signal includes:
    计算所述人体心电图信号的波峰和所述人体脉搏波信号的波谷两点间的时差作为所述脉搏传导时间。The time difference between the peak of the human electrocardiogram signal and the trough of the human pulse wave signal is calculated as the pulse conduction time.
  3. 根据权利要求1所述的方法,其特征在于,所述根据所述脉搏传导时间计算人体血压生理参数,包括:The method according to claim 1, wherein calculating the physiological parameters of human blood pressure based on the pulse conduction time includes:
    将所述脉搏传导时间代入血压计算模型计算所述人体血压生理参数,所述血压计算模型为脉搏波传导速度与血压的关系模型。Substituting the pulse conduction time into a blood pressure calculation model to calculate the physiological parameters of human blood pressure, the blood pressure calculation model is a relationship model between pulse wave conduction velocity and blood pressure.
  4. 根据权利要求1-3中任一项所述的方法,其特征在于,所述人体脉搏波信号为采用光电体积描记法采集到的信号。The method according to any one of claims 1 to 3, characterized in that the human body pulse wave signal is a signal collected by photoplethysmography.
  5. 根据权利要求1-3中任一项所述的方法,其特征在于,所述人体心电图信号为基于所述用户体表不同位置之间的电势差所获取的信号。The method according to any one of claims 1 to 3, characterized in that the human body electrocardiogram signal is a signal obtained based on the potential difference between different positions on the user's body surface.
  6. 一种电子设备,其特征在于,所述电子设备包括:An electronic device, characterized in that the electronic device includes:
    光电体积描记法测量器件,其用于基于光电体积描记法采集用户的人体脉搏波信号,所述人体脉搏波信号用于基于权利要求1-5中任一项所述的方法计算所述用户的人体血压生理参数。Photoplethysmography measurement device, which is used to collect the user's human pulse wave signal based on the photoplethysmography method, and the human body pulse wave signal is used to calculate the user's pulse wave signal based on the method of any one of claims 1-5. Physiological parameters of human blood pressure.
  7. 根据权利要求6所述的电子设备,其特征在于,所述电子设备还包括:The electronic device according to claim 6, characterized in that the electronic device further includes:
    通信装置,其用于与其他电子设备建立通信连接,将所述光电体积描记法测量器件所采集的人体脉搏波信号发送到所述其他电子设备。A communication device, which is used to establish a communication connection with other electronic equipment and send the human body pulse wave signal collected by the photoplethysmography measurement device to the other electronic equipment.
  8. 根据权利要求6所述的电子设备,其特征在于,所述电子设备还包括:The electronic device according to claim 6, characterized in that the electronic device further includes:
    通信装置,其用于与其他电子设备建立通信连接,接收所述其他电子设备采集的所述用户的人体心电图信号;A communication device, which is used to establish a communication connection with other electronic equipment and receive the user's human electrocardiogram signal collected by the other electronic equipment;
    用于存储计算机程序指令的存储器和用于执行计算机程序指令的处理器,其中,当所述计算机程序指令被该处理器执行时,触发所述电子设备根据所述人体脉搏波信号以及所述人体心电图信号,执行如权利要求1-5中任一项所述的方法计算所述用户的人体血压生理参数。A memory for storing computer program instructions and a processor for executing computer program instructions, wherein when the computer program instructions are executed by the processor, the electronic device is triggered according to the human body pulse wave signal and the human body Electrocardiogram signal, perform the method according to any one of claims 1-5 to calculate the physiological parameters of human blood pressure of the user.
  9. 根据权利要求6-8中任一项所述的电子设备,其特征在于,所述电子设备为智能眼镜。The electronic device according to any one of claims 6-8, characterized in that the electronic device is smart glasses.
  10. 根据权利要求9所述的电子设备,其特征在于,所述光电体积描记法测量器件 安装在所述智能眼镜的镜腿拐弯处。The electronic device according to claim 9, characterized in that the photoplethysmography measuring device Installed at the corners of the temples of the smart glasses.
  11. 一种电子设备,其特征在于,所述电子设备包括:An electronic device, characterized in that the electronic device includes:
    包括第一电极以及第二电极的心电图信号采集装置,所述心电图信号采集装置用于:An electrocardiogram signal acquisition device including a first electrode and a second electrode, the electrocardiogram signal acquisition device is used for:
    在所述第一电极以及所述第二电极分别接触用户的体表的不同位置时,测量所述第一电极以及所述第二电极之间的电势差;When the first electrode and the second electrode respectively contact different positions on the user's body surface, measure the potential difference between the first electrode and the second electrode;
    根据所述电势差获取所述用户的人体心电图信号,所述人体心电图信号用于基于权利要求1-5中任一项所述的方法计算所述用户的人体血压生理参数。The user's human body electrocardiogram signal is obtained according to the potential difference, and the human body electrocardiogram signal is used to calculate the user's human body blood pressure physiological parameters based on the method of any one of claims 1-5.
  12. 根据权利要求11所述的电子设备,其特征在于,所述心电图信号采集装置还包括:The electronic device according to claim 11, characterized in that the electrocardiogram signal acquisition device further includes:
    第三电极,其用于在所述心电图信号采集装置测量所述第一电极以及所述第二电极之间的电势差时接触所述用户的体表,以使得所述心电图信号采集装置根据所述第三电极采集的信号消除所述第一电极以及所述第二电极间电势差所包含的共模干扰。A third electrode configured to contact the user's body surface when the electrocardiogram signal acquisition device measures the potential difference between the first electrode and the second electrode, so that the electrocardiogram signal acquisition device can measure the potential difference between the first electrode and the second electrode. The signal collected by the third electrode eliminates the common mode interference contained in the potential difference between the first electrode and the second electrode.
  13. 根据权利要求11所述的电子设备,其特征在于,所述电子设备还包括:The electronic device according to claim 11, characterized in that the electronic device further includes:
    通信装置,其用于与其他电子设备建立通信连接,将所述心电图信号采集装置采集的所述人体心电图信号发送到所述其他电子设备。A communication device, which is used to establish a communication connection with other electronic equipment and send the human body electrocardiogram signal collected by the electrocardiogram signal acquisition device to the other electronic equipment.
  14. 根据权利要求11所述的电子设备,其特征在于,所述电子设备还包括:The electronic device according to claim 11, characterized in that the electronic device further includes:
    通信装置,其用于与其他电子设备建立通信连接,接收所述其他电子设备采集的所述用户的人体脉搏波信号;A communication device configured to establish a communication connection with other electronic equipment and receive the user's human body pulse wave signal collected by the other electronic equipment;
    用于存储计算机程序指令的存储器和用于执行计算机程序指令的处理器,其中,当所述计算机程序指令被该处理器执行时,触发所述电子设备根据所述人体脉搏波信号以及所述人体心电图信号,执行如权利要求1-5中任一项所述的方法计算所述用户的人体血压生理参数。A memory for storing computer program instructions and a processor for executing computer program instructions, wherein when the computer program instructions are executed by the processor, the electronic device is triggered according to the human body pulse wave signal and the human body Electrocardiogram signal, perform the method according to any one of claims 1-5 to calculate the physiological parameters of human blood pressure of the user.
  15. 根据权利要求11-14中任一项所述的电子设备,其特征在于,所述电子设备为智能手表。The electronic device according to any one of claims 11-14, characterized in that the electronic device is a smart watch.
  16. 根据权利要求15所述的电子设备,其特征在于:The electronic device according to claim 15, characterized in that:
    所述第一电极安装在所述智能手表的手表表背;The first electrode is installed on the back of the smart watch;
    所述第二电极安装在所述智能手表的侧面。The second electrode is installed on the side of the smart watch.
  17. 一种电子设备,其特征在于,所述电子设备包括:An electronic device, characterized in that the electronic device includes:
    通信装置,其用于与其他电子设备建立通信连接,接收所述其他电子设备采集的用户的人体脉搏波信号以及人体心电图信号;A communication device, which is used to establish a communication connection with other electronic equipment and receive the user's human pulse wave signal and human electrocardiogram signal collected by the other electronic equipment;
    用于存储计算机程序指令的存储器和用于执行计算机程序指令的处理器,其中,当所述计算机程序指令被该处理器执行时,触发所述电子设备根据所述人体脉搏波信号以及所述人体心电图信号,执行如权利要求1-5中任一项所述的方法计算所述用户的人体血压生理参数。 A memory for storing computer program instructions and a processor for executing computer program instructions, wherein when the computer program instructions are executed by the processor, the electronic device is triggered according to the human body pulse wave signal and the human body Electrocardiogram signal, perform the method according to any one of claims 1-5 to calculate the physiological parameters of human blood pressure of the user.
  18. 根据权利要求17所述的电子设备,其特征在于,所述电子设备为智能手表或智能手机。The electronic device according to claim 17, characterized in that the electronic device is a smart watch or a smart phone.
  19. 一种血压测量系统,其特征在于,所述系统包括:A blood pressure measurement system, characterized in that the system includes:
    智能眼镜,其包括光电体积描记法测量器件,所述光电体积描记法测量器件用于基于光电体积描记法采集用户的人体脉搏波信号,所述人体脉搏波信号用于基于权利要求1-5中任一项所述的方法计算所述用户的人体血压生理参数;Smart glasses, which include a photoplethysmography measurement device, the photoplethysmography measurement device is used to collect the user's human body pulse wave signal based on the photoplethysmography method, the human body pulse wave signal is used to collect the user's human pulse wave signal based on claims 1-5 The method described in any one calculates the physiological parameters of human blood pressure of the user;
    智能手表,其包括心电图信号采集装置,所述心电图信号采集装置包括第一电极以及第二电极,所述心电图信号采集装置用于:在所述第一电极以及所述第二电极分别接触用户的体表的不同位置时,测量所述第一电极以及所述第二电极之间的电势差;根据所述电势差获取所述用户的人体心电图信号,所述人体心电图信号用于基于权利要求1-5中任一项所述的方法计算所述用户的人体血压生理参数。A smart watch, which includes an electrocardiogram signal acquisition device. The electrocardiogram signal acquisition device includes a first electrode and a second electrode. The electrocardiogram signal acquisition device is used to: contact the user's wrist with the first electrode and the second electrode respectively. When the body surface is at different positions, the potential difference between the first electrode and the second electrode is measured; the human body electrocardiogram signal of the user is obtained according to the potential difference, and the human body electrocardiogram signal is used based on claims 1-5 The method described in any one of the above calculates the physiological parameters of human blood pressure of the user.
  20. 根据权利要求19所述的系统,其特征在于:The system of claim 19, characterized in that:
    所述智能眼镜还包括第一通信装置,所述第一通信装置用于与所述智能手表建立通信连接,将所述光电体积描记法测量器件所采集的人体脉搏波信号发送到所述智能手表;The smart glasses also include a first communication device, the first communication device is used to establish a communication connection with the smart watch, and send the human body pulse wave signal collected by the photoplethysmography measurement device to the smart watch ;
    所述智能手表还包括第二通信装置,所述第二通信装置用于与所述智能眼镜建立通信连接,接收所述智能眼镜采集的所述用户的人体脉搏波信号;The smart watch also includes a second communication device, the second communication device is used to establish a communication connection with the smart glasses and receive the user's human body pulse wave signal collected by the smart glasses;
    所述智能手表还包括用于存储计算机程序指令的存储器和用于执行计算机程序指令的处理器,其中,当所述计算机程序指令被该处理器执行时,触发所述智能手表根据所述人体脉搏波信号以及所述人体心电图信号,执行如权利要求1-5中任一项所述的方法计算所述用户的人体血压生理参数。The smart watch further includes a memory for storing computer program instructions and a processor for executing the computer program instructions, wherein when the computer program instructions are executed by the processor, the smart watch is triggered to respond to the human body pulse wave signal and the human body electrocardiogram signal, and perform the method according to any one of claims 1 to 5 to calculate the user's human body blood pressure physiological parameters.
  21. 根据权利要求19所述的系统,其特征在于:The system of claim 19, characterized in that:
    所述智能手表还包括第一通信装置,所述第一通信装置用于与所述智能眼镜建立通信连接,将所述心电图信号采集装置采集的所述人体心电图信号发送到所述智能眼镜;The smart watch also includes a first communication device, the first communication device is used to establish a communication connection with the smart glasses, and send the human body electrocardiogram signal collected by the electrocardiogram signal acquisition device to the smart glasses;
    所述智能眼镜还包括第二通信装置,所述第二通信装置用于与所述智能手表建立通信连接,接收所述智能手表采集的所述用户的人体心电图信号;The smart glasses also include a second communication device, the second communication device is used to establish a communication connection with the smart watch and receive the user's human electrocardiogram signal collected by the smart watch;
    所述智能眼镜还包括用于存储计算机程序指令的存储器和用于执行计算机程序指令的处理器,其中,当所述计算机程序指令被该处理器执行时,触发所述智能眼镜根据所述人体脉搏波信号以及所述人体心电图信号,执行如权利要求1-5中任一项所述的方法计算所述用户的人体血压生理参数。The smart glasses also include a memory for storing computer program instructions and a processor for executing the computer program instructions, wherein when the computer program instructions are executed by the processor, the smart glasses are triggered to respond to the human body pulse wave signal and the human body electrocardiogram signal, and perform the method according to any one of claims 1 to 5 to calculate the user's human body blood pressure physiological parameters.
  22. 根据权利要求19所述的系统,其特征在于:The system of claim 19, characterized in that:
    所述系统还包括智能手机;The system also includes a smartphone;
    所述智能眼镜还包括第一通信装置,所述第一通信装置用于与所述智能手机建立通信连接,将所述光电体积描记法测量器件所采集的人体脉搏波信号发送到所述智能手 机;The smart glasses also include a first communication device, the first communication device is used to establish a communication connection with the smart phone, and send the human body pulse wave signal collected by the photoplethysmography measurement device to the smart phone. machine;
    所述智能手表还包括第二通信装置,所述第二通信装置用于与所述智能手机建立通信连接,将所述心电图信号采集装置采集的所述人体心电图信号发送到所述智能手机;The smart watch also includes a second communication device, the second communication device is used to establish a communication connection with the smart phone, and send the human body electrocardiogram signal collected by the electrocardiogram signal acquisition device to the smart phone;
    所述智能手机包括第三通信装置,所述第三通信装置用于与所述智能手表以及所述智能眼镜建立通信连接,接收所述智能手表采集的所述用户的人体心电图信号以及所述智能眼镜采集的所述用户的人体脉搏波信号;The smart phone includes a third communication device. The third communication device is used to establish a communication connection with the smart watch and the smart glasses, and receive the user's human electrocardiogram signal collected by the smart watch and the smart phone. The user's human body pulse wave signal collected by the glasses;
    所述智能手机还包括用于存储计算机程序指令的存储器和用于执行计算机程序指令的处理器,其中,当所述计算机程序指令被该处理器执行时,触发所述智能手机根据所述人体脉搏波信号以及所述人体心电图信号,执行如权利要求1-5中任一项所述的方法计算所述用户的人体血压生理参数。The smart phone further includes a memory for storing computer program instructions and a processor for executing the computer program instructions, wherein when the computer program instructions are executed by the processor, the smart phone is triggered to respond to the human body pulse wave signal and the human body electrocardiogram signal, and perform the method according to any one of claims 1 to 5 to calculate the user's human body blood pressure physiological parameters.
  23. 一种计算机可读存储介质,其特征在于,所述计算机可读存储介质中存储有计算机程序,当其在计算机上运行时,使得计算机执行如权利要求1-5中任一项所述的全部或部分的方法步骤。 A computer-readable storage medium, characterized in that a computer program is stored in the computer-readable storage medium, and when it is run on a computer, it causes the computer to execute all the steps described in any one of claims 1-5. or part of a method step.
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Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104323764A (en) * 2014-10-13 2015-02-04 天津工业大学 Human body artery blood pressure measuring method based on smart phone
CN106264493A (en) * 2015-06-23 2017-01-04 三星电子株式会社 For measuring touch-panel device and the method for bio signal
CN106618537A (en) * 2016-12-21 2017-05-10 天津普仁万合信息技术有限公司 Continuous dynamic blood pressure monitoring device and method based on pulse wave transit
CN206560438U (en) * 2016-12-06 2017-10-17 成都心吉康科技有限公司 Body surface potential detector and wearable device
CN107374600A (en) * 2017-07-27 2017-11-24 中国科学院苏州生物医学工程技术研究所 Method of real-time and system based on multi-physiological-parameter
CN108873382A (en) * 2018-07-23 2018-11-23 丹阳市精通眼镜技术创新服务中心有限公司 A kind of measurement glasses and preparation method thereof for watching blood pressure heart rate on mobile phone
CN109199349A (en) * 2018-09-21 2019-01-15 杭州电子科技大学 A kind of electrocardiograph pulse monitoring closestool and its blood pressure acquisition methods
US20190175033A1 (en) * 2016-09-02 2019-06-13 Murata Manufacturing Co., Ltd. Blood pressure estimating device
CN110251108A (en) * 2019-06-27 2019-09-20 上海海事大学 Blood pressure measuring device based on electrocardio and pulse wave acoustic signals
CN106659404B (en) * 2015-05-27 2020-02-14 华为技术有限公司 Continuous blood pressure measuring method, device and equipment

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104323764A (en) * 2014-10-13 2015-02-04 天津工业大学 Human body artery blood pressure measuring method based on smart phone
CN106659404B (en) * 2015-05-27 2020-02-14 华为技术有限公司 Continuous blood pressure measuring method, device and equipment
CN106264493A (en) * 2015-06-23 2017-01-04 三星电子株式会社 For measuring touch-panel device and the method for bio signal
US20190175033A1 (en) * 2016-09-02 2019-06-13 Murata Manufacturing Co., Ltd. Blood pressure estimating device
CN206560438U (en) * 2016-12-06 2017-10-17 成都心吉康科技有限公司 Body surface potential detector and wearable device
CN106618537A (en) * 2016-12-21 2017-05-10 天津普仁万合信息技术有限公司 Continuous dynamic blood pressure monitoring device and method based on pulse wave transit
CN107374600A (en) * 2017-07-27 2017-11-24 中国科学院苏州生物医学工程技术研究所 Method of real-time and system based on multi-physiological-parameter
CN108873382A (en) * 2018-07-23 2018-11-23 丹阳市精通眼镜技术创新服务中心有限公司 A kind of measurement glasses and preparation method thereof for watching blood pressure heart rate on mobile phone
CN109199349A (en) * 2018-09-21 2019-01-15 杭州电子科技大学 A kind of electrocardiograph pulse monitoring closestool and its blood pressure acquisition methods
CN110251108A (en) * 2019-06-27 2019-09-20 上海海事大学 Blood pressure measuring device based on electrocardio and pulse wave acoustic signals

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