WO2024093723A1 - Smartwatch and physiological data measurement method - Google Patents

Smartwatch and physiological data measurement method Download PDF

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Publication number
WO2024093723A1
WO2024093723A1 PCT/CN2023/126160 CN2023126160W WO2024093723A1 WO 2024093723 A1 WO2024093723 A1 WO 2024093723A1 CN 2023126160 W CN2023126160 W CN 2023126160W WO 2024093723 A1 WO2024093723 A1 WO 2024093723A1
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WO
WIPO (PCT)
Prior art keywords
smart watch
signal
physiological
user
ecg
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PCT/CN2023/126160
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French (fr)
Chinese (zh)
Inventor
郄勇
郑金山
梁海松
任建雷
李欢
史玉龙
Original Assignee
歌尔科技有限公司
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Publication of WO2024093723A1 publication Critical patent/WO2024093723A1/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
    • 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
    • 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
    • A61B5/02141Details of apparatus construction, e.g. pump units or housings therefor, cuff pressurising systems, arrangements of fluid conduits or circuits
    • 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]
    • A61B5/33Heart-related electrical modalities, e.g. electrocardiography [ECG] specially adapted for cooperation with other devices
    • 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]
    • A61B5/332Portable devices specially adapted therefor
    • 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
    • A61B5/681Wristwatch-type devices
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B7/00Instruments for auscultation
    • A61B7/02Stethoscopes
    • A61B7/04Electric stethoscopes

Definitions

  • the present invention relates to the field of artificial intelligence technology, and in particular to a smart watch and a physiological data measuring method.
  • the above-mentioned portable blood pressure measurement devices are generally divided into two categories: one is to measure blood pressure through PPG (photoplethysmographic) combined with ECG (electrocardiogram) or using PPG method alone.
  • PPG photoplethysmographic
  • ECG electrocardiogram
  • the main purpose of the present invention is to provide a smart watch and a physiological data measurement method, aiming to comprehensively and accurately measure the physiological data of the smart watch user, and then accurately monitor the user's health data.
  • the present invention provides a physiological data measurement method, the method comprising the following steps:
  • a physiological sound signal acquisition module is used to collect heart sound signals
  • An ECG signal acquisition module used for acquiring ECG signals
  • a pulse signal acquisition module used for acquiring pulse signals
  • a control chip is used for, according to the physiological sound signal, the electrocardiogram signal and/or the pulse signal, Determine physiological data of the user of the smart watch, wherein the physiological data includes one or more of blood pressure data and cardiopulmonary diseases.
  • the physiological sound signal acquisition module includes at least one or more of a bone conduction sensor, an acceleration sensor, an inertial sensor, a piezoelectric ceramic, a pressure sensor, and a vibration detection sensor;
  • the ECG signal acquisition module includes at least two ECG electrodes, and the pulse signal acquisition module includes an LED light source and a detector.
  • the physiological sound collection module can be installed on the smart watch body and/or the smart watch strap.
  • the ECG electrode includes at least a first electrode and a second electrode, wherein the first electrode is mounted on the bottom shell of the smart watch body, and the second electrode is mounted on the top shell or side wall of the smart watch body.
  • the ECG electrode further includes a third electrode, and the third electrode is mounted on the bottom shell of the smart watch body.
  • the LED light source and the detector are installed on the bottom shell of the smart watch body.
  • the smart watch further includes:
  • a physiological sound signal analysis module used for analyzing and processing the physiological sound signals collected by the physiological sound signal collection module, and sending the analyzed and processed physiological sound signals to the control chip;
  • An ECG signal analysis module used for analyzing and processing the ECG signals collected by the ECG signal collection module, and sending the analyzed and processed ECG signals to the control chip;
  • the pulse signal analysis module is used to analyze and process the pulse signal collected by the pulse signal collection module, and send the analyzed and processed pulse signal to the control chip.
  • the smart watch also includes: a voice module and/or a display module and/or a vibration module, wherein the voice module, the display module and the vibration module are used to remind the smart watch user to wear the smart watch on his wrist so that the ECG electrodes in the ECG signal acquisition module are in close contact with the wrist of the smart watch user, and prompt the smart watch user to keep the smart watch close to the chest position while using the other hand that is not wearing the smart watch to lightly touch the ECG electrodes in the ECG signal acquisition module located on the top or side wall of the watch body.
  • a voice module and/or a display module and/or a vibration module wherein the voice module, the display module and the vibration module are used to remind the smart watch user to wear the smart watch on his wrist so that the ECG electrodes in the ECG signal acquisition module are in close contact with the wrist of the smart watch user, and prompt the smart watch user to keep the smart watch close to the chest position while using the other hand that is not wearing the smart watch to lightly touch the ECG electrodes in the ECG signal acquisition
  • control chip is also used to determine whether the signal quality of the physiological sound signal, the electrocardiogram signal and the pulse signal is greater than the corresponding preset quality threshold, so as to determine the physiological data of the user of the smart watch when the quality of each signal is greater than the corresponding preset quality threshold.
  • the present invention further provides a physiological data measurement method, comprising:
  • the control chip in the smart watch determines the physiological data of the user of the smart watch according to the physiological sound signal, the electrocardiogram signal and/or the pulse signal, wherein the physiological data includes one or more of blood pressure data and cardiopulmonary diseases.
  • the step of determining the physiological data of the user of the smart watch according to the physiological sound signal, the electrocardiogram signal and/or the pulse signal includes:
  • the blood pressure data of the user on the smart watch is determined by the control chip in the smart watch according to the heart sound signal, the electrocardiogram signal and the pulse signal.
  • the step further includes:
  • the step of determining the blood pressure data of the user on the smart watch according to the heart sound signal, the electrocardiogram signal and the pulse signal is performed.
  • the step of determining the physiological data of the user of the smart watch according to the physiological sound signal by the control chip in the smart watch includes:
  • the cardiopulmonary disease data of the user of the smart watch is determined by the control chip in the smart watch according to the heart sound/lung sound signal, wherein the cardiopulmonary disease data includes one or more of heart failure, coronary heart disease, valvular disease, pneumonia, and moist rales.
  • the present invention also provides a terminal device, which includes a memory, a processor, and a blood pressure measurement program stored in the memory and executable on the processor, and the blood pressure measurement program, when executed by the processor, implements the steps of the physiological data measurement method as described above.
  • the present invention also proposes a computer-readable storage medium, on which a blood pressure measurement program is stored.
  • a blood pressure measurement program is executed by a processor, the steps of the physiological data measurement method as described above are implemented.
  • the present invention further provides a computer program product, which includes a computer program.
  • a computer program product which includes a computer program.
  • the computer program is executed by a processor, the steps of the physiological data measurement method described above are implemented.
  • the present invention provides a smart watch, a physiological data measurement method, a terminal device, a computer-readable storage medium and a computer program product.
  • the smart watch comprises: a physiological sound signal acquisition module for acquiring physiological sound signals; an electrocardiogram signal acquisition module for acquiring electrocardiogram signals; a pulse signal acquisition module for acquiring pulse signals; and a control chip for determining the physiological data of the user of the smart watch according to the physiological sound signal, the electrocardiogram signal and/or the pulse signal, wherein the physiological data comprises one or more of blood pressure data and cardiopulmonary diseases.
  • the smart watch in the present invention has a small structure size, and the measurement method is simple and easy to master.
  • the physiological sound signal, electrocardiogram signal and pulse signal of the user on the smart watch are collected simultaneously through the physiological sound signal acquisition module, electrocardiogram signal acquisition module and pulse signal acquisition module in the smart watch, and then the blood pressure data, cardiopulmonary disease and other physiological data of the user on the smart watch are calculated through the control chip in the smart watch by using the above-mentioned physiological sound signal, electrocardiogram signal and pulse signal.
  • the smart watch in the present invention integrates a variety of health data detection functions such as blood pressure measurement and cardiopulmonary disease detection, and realizes comprehensive and accurate detection of the physiological data of the user on the smart watch.
  • the physiological sound measurement method in the present invention is simple and convenient to operate, which improves the user's experience when measuring physiological data.
  • the present invention avoids squeezing the user's wrist when measuring blood pressure with a digital cuff sphygmomanometer, and also solves the problem of inaccurate blood pressure values caused by the existing blood pressure measurement method using PPG combined with ECG.
  • the present invention improves the accuracy of blood pressure data measurement by measuring blood pressure using physiological sound signals, electrocardiogram signals and pulse signals, and realizes accurate and efficient measurement of physiological data such as blood pressure.
  • FIG1 is a first schematic diagram of an internal module of a smart watch according to an embodiment of the present invention.
  • FIG2 is a second schematic diagram of an internal module of a smart watch according to an embodiment of the present invention.
  • FIG3-1 is a first schematic diagram of wearing a smart watch according to an embodiment of the present invention.
  • FIG3-2 is a second schematic diagram of wearing a smart watch according to an embodiment of the present invention.
  • FIG4 is a schematic diagram of a first flow chart of an embodiment of a physiological data measurement method of the present invention.
  • FIG. 5 is a schematic diagram of a second flow chart of an embodiment of a physiological data measurement method of the present invention.
  • FIG6 is a schematic diagram of a third flow chart of an embodiment of a physiological data measurement method of the present invention.
  • a physiological data measurement method is proposed.
  • the method is applicable to various wearable devices, including but not limited to smart watches, smart bracelets, etc.
  • a smart watch comprising:
  • a physiological sound signal acquisition module used for acquiring physiological sound signals
  • An ECG signal acquisition module used for acquiring ECG signals
  • a pulse signal acquisition module used for acquiring pulse signals
  • the control chip is used to determine the physiological data of the user of the smart watch according to the physiological sound signal, the electrocardiogram signal and/or the pulse signal, wherein the physiological data includes one or more of blood pressure data and cardiopulmonary diseases.
  • the smart watch is a wristband device, which can be specifically divided into two parts: a watch body and a watch strap.
  • the above-mentioned physiological sound signal acquisition module, electrocardiogram signal acquisition module, pulse signal acquisition module and control chip can be integrated into the smart watch body and/or watch strap.
  • the integration position of the above-mentioned modules and chips in the watch body is not specifically limited.
  • the body of the smart watch includes: a physiological sound signal acquisition module, an electrocardiogram signal acquisition module, a pulse signal acquisition module and a control chip, wherein the physiological sound signal
  • the signal acquisition module is used to collect the physiological sound signals of the user on the smart watch end
  • the ECG signal acquisition module is used to collect the ECG signals of the user on the smart watch end
  • the pulse signal acquisition module is used to collect the pulse signals of the user on the smart watch end
  • the control chip is used to calculate the physiological data of the user on the smart watch end based on the collected physiological sound signals, ECG signals and/or pulse signals, wherein each module is connected to the control chip to send the collected signals to the control chip for further processing by the control chip.
  • the physiological sound signal in this embodiment may include a heart sound signal/lung sound signal
  • the physiological data includes one or more of the blood pressure data of the user on the smart watch and cardiopulmonary diseases.
  • the physiological sound signal acquisition module includes at least one or more of a bone conduction sensor, an acceleration sensor, an inertial sensor, a piezoelectric ceramic, a pressure sensor, and a vibration detection sensor;
  • the ECG signal acquisition module includes at least two ECG electrodes, and the pulse signal acquisition module includes an LED light source and a detector.
  • the physiological sound signal acquisition module integrates at least one or more of a bone conduction sensor, an acceleration sensor, an A+G inertial sensor, a piezoelectric ceramic, a pressure sensor (Force sensor), and a vibration detection sensor.
  • the plurality of bone sensors may be arranged in a sensor array.
  • the ECG signal acquisition module includes at least two ECG electrodes, which may be ECG_P and ECG_N, for measuring the ECG signal of the user of the smart watch.
  • the pulse signal acquisition module includes an LED light source and a detector, wherein the detector can be specifically a PD device (photodiode), wherein the LED light source is used to emit detection light, which can then be received by the PD device after being reflected and absorbed by human blood vessels and tissues.
  • the detector can be specifically a PD device (photodiode), wherein the LED light source is used to emit detection light, which can then be received by the PD device after being reflected and absorbed by human blood vessels and tissues.
  • the physiological sound collection module can be installed on the smart watch body and/or the smart watch strap.
  • the physiological sound collection module can be installed on the body and/or strap of the smart watch.
  • it can be installed on the screen, middle frame, bottom shell, strap, etc. of the smart watch that can effectively collect physiological sound signals.
  • the physiological sound acquisition module includes multiple sensors (such as at least one bone conduction sensor, an acceleration sensor, an A+G inertial sensor, a piezoelectric ceramic, a pressure sensor, and a vibration detection sensor), the multiple sensors can be installed on the watch body and the watch strap respectively to obtain the physiological data of the smart watch user from multiple dimensions and improve the accurate collection of physiological data.
  • sensors such as at least one bone conduction sensor, an acceleration sensor, an A+G inertial sensor, a piezoelectric ceramic, a pressure sensor, and a vibration detection sensor
  • the multiple sensors can be installed on the watch body and the watch strap respectively to obtain the physiological data of the smart watch user from multiple dimensions and improve the accurate collection of physiological data.
  • the physiological sound acquisition module includes at least one bone conduction sensor
  • at least one bone conduction sensor can be configured on the bottom shell of the smart watch body, and fit tightly with the bottom shell so that the bone conduction sensor can fit closely to the wearer's wrist.
  • the sensor array also needs to be installed close to the bottom shell.
  • the ECG electrode includes at least a first electrode and a second electrode, wherein the first electrode is mounted on the bottom shell of the smart watch body, and the second electrode is mounted on the top shell or side wall of the smart watch body.
  • the ECG electrode also includes a third electrode, which is mounted on the bottom shell of the smart watch body.
  • the ECG signal acquisition module of the smart watch includes at least two electrodes, namely, a first electrode ECG_P and a second electrode ECG_N, wherein the first electrode ECG_P is installed on the bottom shell of the smart watch and is close to the bottom shell, and the second electrode ECG_N is installed on the top shell or side wall of the smart watch.
  • the user of the smart watch can wear the smart watch correctly on the wrist, and after wearing the smart watch, as shown in Figure 3-1, the worn smart watch is placed close to the chest position, and the finger of the other hand that is not wearing the smart watch is lightly touched to the second electrode ECG_N located on the top shell or side wall of the smart watch body.
  • the first electrode ECG_P located on the bottom shell of the smart watch body can be close to the user's wrist to form a circuit path, thereby ensuring the quality of the collected ECG signal to improve the accuracy of the measured blood pressure data.
  • the user of the smart watch will not feel any discomfort, which greatly improves the user experience.
  • a third electrode ECG_RLD can be installed on the bottom shell of the smart watch as a reference electrode, which can be used together with the first electrode ECG_P and the second electrode ECG_N to collect ECG signals of the user on the smart watch.
  • the LED light source and the detector are installed on the bottom shell of the smart watch body.
  • the pulse signal acquisition module in the smart watch includes an LED light source and a PD device. Specifically, there is a transparent cover on the bottom shell of the smart watch body, under which are arranged an LED light source (including red light, infrared light and green light, etc.) and a PD device (i.e., a detector) for collecting incident light (attenuated light emitted by the LED light and reflected and absorbed by human blood vessels and tissues, etc.). The above-mentioned LED light and PD device are used together to measure the pulse signal of the smart watch.
  • an LED light source including red light, infrared light and green light, etc.
  • a PD device i.e., a detector
  • the smart watch further includes:
  • a physiological sound signal analysis module used for analyzing and processing the physiological sound signals collected by the physiological sound signal collection module, and sending the analyzed and processed physiological sound signals to the control chip;
  • An ECG signal analysis module used for analyzing and processing the ECG signals collected by the ECG signal collection module, and sending the analyzed and processed ECG signals to the control chip;
  • the pulse signal analysis module analyzes and processes the pulse signal collected by the pulse signal collection module, and sends the analyzed and processed pulse signal to the control chip.
  • a physiological sound signal analysis module In order to analyze the physiological sound signals, ECG signals and pulse signals collected by the above-mentioned acquisition module, a physiological sound signal analysis module, an ECG signal analysis module and a pulse signal analysis module are also integrated in the smart watch.
  • the smart watch will send the above-mentioned physiological sound signals to the physiological sound signal analysis module in the smart watch through the control chip, and send the electrocardiogram signals to the electrocardiogram signal collection module in the smart watch, and send the pulse signals to the pulse signal analysis module in the smart watch.
  • the physiological sound signal analysis module, the electrocardiogram signal analysis module and the pulse signal analysis module will analyze and process the collected signals respectively, and return the analyzed and processed signals to the control chip, which will calculate the analyzed and processed signals to obtain the physiological data of the user on the smart watch end.
  • the smart watch further includes:
  • a voice module and/or a display module and/or a vibration module wherein the voice module, the display module and the vibration module are used to remind the user of the smart watch to wear the smart watch on the wrist so that the ECG electrodes in the ECG signal acquisition module are in close contact with the wrist of the user of the smart watch, and to remind the user of the smart watch to keep the smart watch in close contact with the chest while using the other hand that is not wearing the smart watch to lightly touch the ECG electrodes located on the top or side wall of the ECG signal acquisition module.
  • a display module can specifically be a display touch screen on a smart watch, which is used to display corresponding text and pictures or videos to the user of the smart watch;
  • the voice module may include a microphone and a speaker, etc.
  • the vibration module may be composed of a vibration motor to drive the vibration of the smart watch.
  • the electrode in the ECG signal acquisition module located on the bottom shell of the smart watch and close to the wrist of the user of the smart watch can be the first electrode, or the first electrode and the third electrode.
  • the pole does not affect the measurement of the ECG signal of the user on the smart watch end, and is not specifically limited in this embodiment.
  • the smart watch in order to improve the accuracy of the measured physiological data and ensure the quality of the measured physiological data, the smart watch can detect in real time whether it is currently in the physiological data measurement function state. Once the smart watch detects that it is currently in the physiological data measurement function state, in order to be able to measure high-quality physiological sound signals, ECG signals and pulse signals, the smart watch will remind the user of the smart watch to wear the smart watch correctly on the wrist through one or more of the above-mentioned voice module, display module and vibration module, so that the first electrode (or the first electrode and the third electrode) in the ECG signal acquisition module is close to the wrist of the user of the smart watch, and prompt the user of the smart watch to put the smart watch close to the chest position, and use the other hand that is not wearing the smart watch to touch the second electrode on the top or side wall of the ECG signal acquisition module.
  • the user can also perform health measurement by lifting the wrist and placing it close to the chest while wearing the watch normally on the wrist, without having to take off the smart watch device and place it close to the chest for health measurement.
  • the various physiological data measurement methods of the smart watch in this embodiment can improve the convenience of user measurement and usage experience.
  • control chip is also used to determine whether the signal quality of the physiological sound signal, the electrocardiogram signal and the pulse signal is greater than the corresponding preset quality threshold, so as to determine the physiological data of the user of the smart watch when the quality of each signal is greater than the corresponding preset quality threshold.
  • the control chip before the control chip processes the physiological sound signals, electrocardiogram signals and pulse signals collected by each acquisition module to obtain the blood pressure data, in order to avoid collecting invalid signals, which will cause the measured physiological data to be unable to accurately reflect the user's health status, the control chip also needs to pre-judge whether the signal quality of the collected physiological sound signals, electrocardiogram signals and pulse signals meets the corresponding preset quality thresholds. Only when it is determined that the quality of each signal is greater than its corresponding preset quality threshold can the blood pressure data of the user on the smart watch be calculated. Among them, each signal has its corresponding preset quality threshold. In this embodiment, the preset quality threshold is not specifically limited and can be flexibly adjusted according to the actual scenario.
  • the smart watch also integrates a wireless communication module (including one or more combinations of wireless communications such as cellular communication, WiFi communication, Bluetooth communication, etc.).
  • a wireless communication module including one or more combinations of wireless communications such as cellular communication, WiFi communication, Bluetooth communication, etc.
  • the smart watch can Establishing communication connections with other devices, such as mobile devices, for transmitting the collected data to mobile device users), memory, battery, power management module, motion sensing module (including accelerometer and gyroscope, etc.).
  • the smart watch in the present invention Compared with the blood pressure measurement method using a traditional digital cuff sphygmomanometer or PPG combined with ECG in the prior art, the smart watch in the present invention has a small structure and size, and the measurement method is simple and easy to master.
  • the physiological sound signal acquisition module, the electrocardiogram signal acquisition module and the pulse signal acquisition module in the smart watch simultaneously collect the physiological sound signal, electrocardiogram signal and pulse signal of the user on the smart watch, and then use the above-mentioned physiological sound signal, electrocardiogram signal and pulse signal to calculate the blood pressure data, cardiopulmonary disease and other physiological data of the user on the smart watch through the control chip in the smart watch.
  • the smart watch in the present invention integrates a variety of health data detection functions such as blood pressure measurement and cardiopulmonary disease detection, and realizes comprehensive and accurate detection of the physiological data of the user on the smart watch.
  • the physiological sound measurement method in the present invention is simple and convenient to operate, which improves the user's experience when measuring physiological data.
  • the present invention avoids squeezing the user's wrist when measuring blood pressure with a digital cuff sphygmomanometer, and also solves the problem of inaccurate blood pressure values caused by measuring blood pressure using a PPG combined with an ECG blood pressure measurement method.
  • the present invention also improves the accuracy of blood pressure data measurement by measuring blood pressure using physiological sound signals, electrocardiogram signals, and pulse signals, and achieves accurate and efficient blood pressure measurement.
  • a physiological data measurement method applied to the smart watch is proposed.
  • the present invention provides an embodiment of the physiological data measurement method. It should be noted that although the logical order is shown in the flow chart, in some cases, the steps shown or described may be executed in a different order than here.
  • the physiological data measurement method in this embodiment specifically includes the following steps:
  • Step S10 collecting physiological sound signals, electrocardiogram signals and pulse signals of the user on the smart watch through the physiological sound signal collection module, electrocardiogram signal collection module and pulse signal collection module in the smart watch respectively;
  • the smart watch After the user wears the smart watch correctly, the smart watch will collect the physiological sound signal, ECG signal and pulse signal of the user on the smart watch through the physiological sound signal collection module, ECG signal collection module and pulse signal collection module, and further send the collected physiological sound signal, ECG signal and pulse signal to the corresponding physiological sound signal analysis module, ECG signal analysis module and pulse signal analysis module for analysis and processing, and then send them to the control chip integrated in the smart watch for physiological data calculation. Calculate.
  • the correct smart arm wearing posture is as follows: the user can wear the smart watch on the wrist (with appropriate tightness so that the body of the smart watch can fit closely to the wearer's wrist), and then, when measuring blood pressure, the smart watch on the wrist is placed close to the chest, and the other finger that is not wearing the smart watch is lightly pressed on the ECG electrode on the top shell or side of the smart watch, so that the ECG electrode on the bottom shell of the smart watch close to the wearer's arm and the ECG electrode on the top shell or side close to the wearing finger form a single lead structure for measuring the wearer's electrocardiogram signal (i.e., electrocardiogram wave).
  • electrocardiogram signal i.e., electrocardiogram wave
  • Step S20 determining the physiological data of the user of the smart watch according to the physiological sound signal, the electrocardiogram signal and/or the pulse signal through the control chip in the smart watch, wherein the physiological data includes one or more of blood pressure data and cardiopulmonary diseases.
  • the smart watch After collecting the physiological sound signals, electrocardiogram signals and pulse signals of the user on the smart watch end, the smart watch sends the above-mentioned heart sound signals to the physiological sound signal analysis module, electrocardiogram signal analysis module and pulse signal analysis module in the smart watch.
  • the physiological sound signal analysis module, the electrocardiogram signal analysis module and the pulse signal analysis module respectively analyze and process the collected signals, and send the analyzed and processed signals to the control chip, which calculates the analyzed and processed signals to obtain corresponding physiological data.
  • the control chip can calculate the pulse transmission time and heart rate value based on the above-mentioned physiological sound signal (the physiological sound signal at this time is the heart sound signal), electrocardiogram signal and pulse signal, and combine the blood pressure calculation regression model to finally obtain the blood pressure data of the user on the smart watch, such as BP (blood pressure), thereby diagnosing the user's physical health status based on the BP value.
  • the physiological sound signal at this time is the heart sound signal
  • electrocardiogram signal and pulse signal the blood pressure calculation regression model to finally obtain the blood pressure data of the user on the smart watch, such as BP (blood pressure), thereby diagnosing the user's physical health status based on the BP value.
  • the physiological sound signal includes a heart sound signal
  • the physiological data includes blood pressure data
  • the above step S20 "determining the physiological data of the user of the smart watch according to the physiological sound signal, the electrocardiogram signal and the pulse signal through the control chip in the smart watch" may include:
  • Step S201 determining the blood pressure data of the user of the smart watch through the control chip in the smart watch according to the heart sound signal, the electrocardiogram signal and the pulse signal.
  • the control chip can calculate the heart sound signal, the electrocardiogram signal and the pulse signal according to the heart sound signal. Get the blood pressure data of the user on the smart watch.
  • the preset blood pressure measurement standard in this embodiment can be specifically: the signal characteristics of each signal have synchronization (that is, whether the change law between the signals has a linear relationship). For example, the R wave of the electrocardiogram signal corresponding to the same heart beat of the user on the smart watch end should appear first, followed by the heart sound signal, and finally the pulse signal.
  • the three signals collected at this time cannot be used for blood pressure calculation and can be discarded. Furthermore, when it is determined that each signal characteristic meets the preset blood pressure measurement standard, the blood pressure of the user on the smart watch end will be calculated based on the obtained heart sound signal, electrocardiogram signal and pulse signal.
  • the specific method for determining whether each signal feature reaches the preset blood pressure measurement standard may be: after the smart watch obtains the heart sound signal, the electrocardiogram signal and the pulse signal, the smart watch extracts the signal features corresponding to the heart sound signal, the electrocardiogram signal and the pulse signal respectively, and then obtains the coherence coefficient between each signal feature, and determines whether each signal feature is synchronized based on the correlation coefficient, so as to achieve the purpose of determining whether each of the signal features reaches the preset blood pressure measurement standard.
  • the smart watch if the smart watch detects that at least one of the signal characteristics of the heart sound signal, the signal characteristics of the electrocardiogram signal, and the signal characteristics of the pulse signal does not meet the above-mentioned preset blood pressure measurement standard, it means that there is an invalid signal.
  • the smart watch In order to avoid using invalid signals to calculate blood pressure, resulting in a large error in the blood pressure measurement value, the smart watch needs to further obtain whether the current blood pressure measurement duration exceeds the preset measurement duration.
  • the current blood pressure measurement duration here refers to the duration of the smart watch currently in the blood pressure measurement function state, and the preset measurement duration refers to the duration generally required by most users to use the smart watch for blood pressure measurement. This embodiment does not specifically limit the preset measurement duration.
  • the smart watch detects that the current blood pressure measurement duration exceeds the preset measurement duration, in order to improve the blood pressure measurement efficiency, the blood pressure measurement operation will be directly terminated. On this basis, the user of the smart watch end can be further reminded that the blood pressure measurement operation has failed, and the next blood pressure measurement operation can be performed in time. If it is detected that the current blood pressure measurement duration does not exceed the preset measurement duration, the heart sound signal can be collected again through the physiological sound signal acquisition module, and the electrocardiogram signal and pulse signal can be collected through the PPG+ECG signal acquisition module to calculate the user's blood pressure again. It can be seen that in this embodiment, when an invalid signal is collected, it can be determined whether to end the blood pressure measurement operation according to the current blood pressure measurement duration. It continues to re-collect signals, eliminating the interference of invalid signals on blood pressure calculation, greatly improving the efficiency and accuracy of blood pressure measurement. On this basis, it provides reliable data for subsequent user health status monitoring.
  • step S201 "determining the blood pressure data of the user on the smart watch according to the heart sound signal, the electrocardiogram signal and the pulse signal"
  • step S201 "determining the blood pressure data of the user on the smart watch according to the heart sound signal, the electrocardiogram signal and the pulse signal”
  • Step S202 determining whether the signal qualities of the heart sound signal, the electrocardiogram signal, and the pulse signal meet corresponding preset quality thresholds respectively;
  • Step S203 If yes, then determine the blood pressure data of the user on the smart watch according to the heart sound signal, the electrocardiogram signal and the pulse signal.
  • the smart watch After the smart watch collects the heart sound signals, electrocardiogram signals and pulse signals of the user on the smart watch end, before processing the above signals to obtain blood pressure data, in order to avoid collecting invalid signals, which causes the measured blood pressure to be unable to accurately reflect the user's health status, as shown in Figure 5, the smart watch needs to pre-determine whether the signal quality of the collected heart sound signals, electrocardiogram signals and pulse signals meets the corresponding preset quality thresholds, where each signal has its corresponding preset quality threshold.
  • the preset quality threshold is not specifically limited and can be flexibly adjusted according to the actual scenario.
  • the smart watch determines that the signal quality of the collected heart sound signals, electrocardiogram signals and pulse signals are all greater than the corresponding preset quality thresholds, it can calculate blood pressure based on the heart sound signals, electrocardiogram signals and pulse signals.
  • step S20 may further include:
  • Step S204 determining the cardiopulmonary disease data of the user of the smart watch according to the heart sound/lung sound signal through the control chip in the smart watch, wherein the cardiopulmonary disease data includes: one or more of heart failure, coronary heart disease, valvular disease, pneumonia, and moist rales.
  • the airflow through the bronchi with thin secretions causes fluid vibration or bubble rupture. It is characterized by being intermittent and short-lived, and is more common in the inspiratory phase. It is specifically divided into coarse wet rales, moderate wet rales, fine wet rales (also known as large, medium, and small bubble sounds), and crepitus. And it is mainly seen in bronchial lesions (chronic obstructive pulmonary disease, bronchiectasis), infectious or non-infectious lung inflammation, pulmonary edema, and alveolar hemorrhage. Different types of wet rales indicate that the main location of thin secretions is different. For example, fine wet rales are often seen in pneumonia, and coarse, medium, and fine wet rales may appear at the same time in acute pulmonary edema.
  • Heart failure is divided into left heart failure, right heart failure and total heart failure.
  • cardiac auscultation generally shows, in addition to the inherent signs of the patient's inherent heart disease, heart enlargement and regurgitation murmurs that lead to relative mitral regurgitation, hyperactive second heart sound in the pulmonary valve area, and gallop rhythm of the third or fourth heart sound.
  • cardiac auscultation can detect significant enlargement of the right ventricle and the regurgitation murmur of tricuspid regurgitation.
  • regurgitation murmurs of relative mitral and tricuspid regurgitation may occur.
  • cardiac auscultation is only an auxiliary reference.
  • the heart sounds/lung sounds collected by the physiological sound collection module can be used to detect cardiopulmonary diseases of the user on the smart watch, wherein the physiological sound collection module in this embodiment can be a heart sound/lung sound collection module.
  • the heart sound/lung sound acquisition module includes at least one bone conduction sensor, acceleration sensor, A+G inertial sensor, piezoelectric ceramic, Force sensor (pressure sensor), or vibration detection sensor, etc.
  • This module is fixed on the smart watch, such as the body or strap of the smart watch. This embodiment does not specifically limit the position of the sensor, and can effectively collect heart sound and lung sound signals.
  • the heart sound/lung sound acquisition module collects the heart beat signal and/or lung breathing signal of the smart watch user and converts the signal into an electrical signal. After acquiring the electrical signal, the control chip will calculate the cardiopulmonary disease data of the smart watch user based on the electrical signal.
  • control chip can save the above-mentioned cardiopulmonary disease data in the storage module of the smart watch.
  • cardiopulmonary disease data can be transmitted to a mobile phone APP or a cloud data center connected to the smart watch through the wireless transmission module in the smart watch, so that professional doctors can obtain the heart sounds/lung sounds collected by the smart watch through the data saved in the mobile phone APP or the cloud data center, and make diagnoses and recommendations related to cardiopulmonary diseases based on the collection location of the heart sounds/lung sounds.
  • step S10 "collecting the heart sound signal, electrocardiogram signal and pulse signal of the user of the smart watch through the physiological sound signal collection module, electrocardiogram signal collection module and pulse signal collection module in the smart watch respectively", the following may also be included:
  • a wearing posture adjustment instruction for the smart watch is triggered, and the wearing posture adjustment instruction is used to remind the smart watch.
  • the user of the smart watch adjusts the wearing position of the smart watch and/or the heart sound signal collection position.
  • the smart watch needs to be placed close to the chest, so it is easy for the user to not place the smart watch in the correct position to collect heart sound signals or the body of the smart watch is not close to the user's wrist.
  • the smart watch needs to determine whether the heart sound signal is collected. It is worth noting that if the smart watch can collect heart sound signals, it means that the smart watch is worn correctly and the user operates correctly, and at this time it is more likely to collect electrocardiogram signals and pulse signals.
  • the smart watch fails to collect heart sound signals, it is necessary to further determine whether the current heart sound signal collection duration exceeds the preset heart sound collection duration, wherein the current heart sound signal collection duration refers to the duration that the smart watch is currently in the heart sound collection state, and the preset heart sound collection duration refers to the duration generally required for the smart watch to collect heart sound signals.
  • the preset heart sound collection duration refers to the duration generally required for the smart watch to collect heart sound signals.
  • the wearing posture adjustment instruction is triggered through the voice module or display module of the smart watch, reminding the user of the smart watch to adjust the wearing posture of the smart watch and/or the heart sound signal collection position in time.
  • the blood pressure measurement operation will be directly ended, and a blood pressure measurement failure reminder will be triggered.
  • the blood pressure measurement failure reminder includes the reason for the failure, such as failure to collect heart sound signals, etc., to remind the user to correctly perform the next blood pressure measurement operation.
  • the smart watch measures blood pressure and cardiopulmonary diseases based on physiological sound signals, electrocardiogram signals and pulse signals, thereby improving the accuracy of physiological data measurement and achieving accurate and efficient blood pressure measurement and cardiopulmonary disease measurement.
  • the present invention can trigger a reminder to wear the smart watch, guiding the user to wear the smart watch correctly and measure physiological data with correct operation, thereby ensuring the quality of the measured physiological data, simplifying the physiological measurement operation, and improving the user's experience when measuring blood pressure and cardiopulmonary diseases.
  • the present invention pre-determines whether the signal quality of the collected physiological sound signals, electrocardiogram signals and pulse signals meets the corresponding preset quality thresholds, thereby greatly improving the quality of the collected signals and thus improving the accuracy of the measured physiological data.
  • the present invention avoids the use of invalid signals for blood pressure calculations, resulting in large errors in blood pressure measurement values, and after collecting invalid signals, it can determine whether to end the measurement based on the current blood pressure measurement duration. This blood pressure measurement operation still continues to re-collect signals, eliminating the interference of invalid signals on physiological data calculation, greatly improving the efficiency of physiological data measurement, and improving the accuracy of blood pressure and cardiopulmonary disease detection.
  • an embodiment of the present invention further proposes a computer-readable storage medium, on which a blood pressure measurement program is stored.
  • a blood pressure measurement program is executed by a processor, the steps of the physiological data measurement method described below are implemented.
  • the various embodiments of the blood pressure measurement device and the computer-readable storage medium of the present invention may refer to the various embodiments of the physiological data measurement method of the present invention, which will not be described in detail here.
  • the technical solution of the present invention is essentially or the part that contributes to the prior art can be embodied in the form of a software product, which is stored in a storage medium (such as ROM/RAM, a disk, or an optical disk), and includes a number of instructions for a terminal device (which can be a wearable device, a locator, a smart phone and a tablet computer, a server or other network device, etc.) to execute the methods described in each embodiment of the present invention.
  • a storage medium such as ROM/RAM, a disk, or an optical disk

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Abstract

Provided are a smartwatch and a physiological data measurement method. The smartwatch comprises: a physiological sound signal acquisition module, configured to acquire a physiological sound signal; an electrocardiosignal acquisition module, configured to acquire an electrocardiosignal; a pulse signal acquisition module, configured to acquire a pulse signal; and a control chip, configured to determine physiological data such as blood pressure data and cardiopulmonary diseases of a smartwatch terminal user according to the physiological sound signal, the electrocardiosignal, and the pulse signal. The physiological data of the smartwatch terminal user can be comprehensively and accurately measured, so as to that accurately monitor the user's health data.

Description

智能手表和生理数据测量方法Smart watches and physiological data measurement methods
本申请要求于2022年10月31日提交中国专利局、申请号为202211351571.0、发明名称为“智能手表和血压测量方法”的中国专利申请和于2023年7月11日提交中国专利局、申请号为202310847358.7、发明名称为“智能手表和生理数据测量方法”的中国专利申请的优先权,其全部内容通过引用结合在本申请中。This application claims priority to the Chinese patent application filed with the Chinese Patent Office on October 31, 2022, with application number 202211351571.0 and invention name “Smart watch and blood pressure measurement method” and the Chinese patent application filed with the Chinese Patent Office on July 11, 2023, with application number 202310847358.7 and invention name “Smart watch and physiological data measurement method”, the entire contents of which are incorporated by reference in this application.
技术领域Technical Field
本发明涉及人工智能技术领域,尤其涉及一种智能手表和生理数据测量方法。The present invention relates to the field of artificial intelligence technology, and in particular to a smart watch and a physiological data measuring method.
背景技术Background technique
近年来出现了可以测量用户生理数据(比如血压)的便携式智能设备。In recent years, portable smart devices that can measure users' physiological data (such as blood pressure) have emerged.
但是,当前的便携式智能设备普遍仅能够针对某一类型的生理数据进行测量,比如,现有的血压测量便携设备既能够针对设备端用户的血压数据进行测量。并且,该类型便携式智能设备所测得的用户生理数据的数据精度不高。However, current portable smart devices are generally only able to measure a certain type of physiological data, for example, existing portable blood pressure measurement devices can measure the blood pressure data of the user at the device end. Moreover, the data accuracy of the user's physiological data measured by this type of portable smart device is not high.
比如,上述血压测量便携设备普遍分为两类:一类是通过PPG(photoplethysmographic,光电容积脉搏波描记法)结合ECG(electrocardiogram,心电图)或单独利用PPG方法测量血压,此种方式需要定期对设备进行校准,且精准度较低,只能进行个体血压趋势测量研究。For example, the above-mentioned portable blood pressure measurement devices are generally divided into two categories: one is to measure blood pressure through PPG (photoplethysmographic) combined with ECG (electrocardiogram) or using PPG method alone. This method requires regular calibration of the equipment and has low accuracy, and can only be used for individual blood pressure trend measurement research.
发明内容Summary of the invention
本发明的主要目的在于提供一种智能手表和生理数据测量方法,旨在对智能手表端用户进行生理数据全面精准测量,进而精准监测用户健康数据。The main purpose of the present invention is to provide a smart watch and a physiological data measurement method, aiming to comprehensively and accurately measure the physiological data of the smart watch user, and then accurately monitor the user's health data.
为实现上述目的,本发明提供一种生理数据测量方法,所述方法包括以下步骤:To achieve the above object, the present invention provides a physiological data measurement method, the method comprising the following steps:
生理音信号采集模块,用于采集心音信号;A physiological sound signal acquisition module is used to collect heart sound signals;
心电信号采集模块,用于采集心电信号;An ECG signal acquisition module, used for acquiring ECG signals;
脉搏信号采集模块,用于采集脉搏信号;A pulse signal acquisition module, used for acquiring pulse signals;
控制芯片,用于根据所述生理音信号、所述心电信号和/或所述脉搏信号, 确定所述智能手表端用户的生理数据,其中,所述生理数据包含血压数据、心肺疾病中的一种或者多种。A control chip is used for, according to the physiological sound signal, the electrocardiogram signal and/or the pulse signal, Determine physiological data of the user of the smart watch, wherein the physiological data includes one or more of blood pressure data and cardiopulmonary diseases.
可选地,所述生理音信号采集模块包括至少一个骨传导传感器、加速度传感器、惯性传感器、压电陶瓷、压力传感器、振动检测传感器中的一个或者多个;所述心电信号采集模块包括至少两个心电电极,所述脉搏信号采集模块包括LED光源和探测器。Optionally, the physiological sound signal acquisition module includes at least one or more of a bone conduction sensor, an acceleration sensor, an inertial sensor, a piezoelectric ceramic, a pressure sensor, and a vibration detection sensor; the ECG signal acquisition module includes at least two ECG electrodes, and the pulse signal acquisition module includes an LED light source and a detector.
可选地,所述生理音采集模块可安装于智能手表表体和/或智能手表表带。Optionally, the physiological sound collection module can be installed on the smart watch body and/or the smart watch strap.
可选地,所述心电电极至少包括第一电极和第二电极,其中,所述第一电极安装于智能手表表体的底壳,所述第二电极安装于智能手表表体的顶壳或侧壁。Optionally, the ECG electrode includes at least a first electrode and a second electrode, wherein the first electrode is mounted on the bottom shell of the smart watch body, and the second electrode is mounted on the top shell or side wall of the smart watch body.
可选地,所述心电电极还包括第三电极,所述第三电极安装于智能手表表体的底壳。Optionally, the ECG electrode further includes a third electrode, and the third electrode is mounted on the bottom shell of the smart watch body.
可选地,所述LED光源和所述探测器安装于智能手表表体的底壳。Optionally, the LED light source and the detector are installed on the bottom shell of the smart watch body.
可选地,所述智能手表,还包括:Optionally, the smart watch further includes:
生理音信号分析模块,用于对所述生理音信号采集模块采集的生理音信号进行分析处理,并将分析处理后的生理音信号发送至所述控制芯片;A physiological sound signal analysis module, used for analyzing and processing the physiological sound signals collected by the physiological sound signal collection module, and sending the analyzed and processed physiological sound signals to the control chip;
心电信号分析模块,用于对所述心电信号采集模块采集的心电信号进行分析处理,并将分析处理后的心电信号发送至所述控制芯片;An ECG signal analysis module, used for analyzing and processing the ECG signals collected by the ECG signal collection module, and sending the analyzed and processed ECG signals to the control chip;
脉搏信号分析模块,用于对所述脉搏信号采集模块采集的脉搏信号进行分析处理,并将分析处理后的脉搏信号发送至所述控制芯片。The pulse signal analysis module is used to analyze and process the pulse signal collected by the pulse signal collection module, and send the analyzed and processed pulse signal to the control chip.
可选地,所述智能手表,还包括:语音模块和/或显示模块和/或振动模块,所述语音模块、显示模块以及振动模块用于提醒智能手表端用户将所述智能手表佩戴于腕部,使得所述心电信号采集模块中的心电电极紧贴所述智能手表端用户的腕部,并提示所述智能手表端用户将佩戴的智能手表紧贴于胸腔位置的同时,使用未佩戴智能手表的另一只手轻触所述心电信号采集模块中位于表体顶部或者侧壁的心电电极。Optionally, the smart watch also includes: a voice module and/or a display module and/or a vibration module, wherein the voice module, the display module and the vibration module are used to remind the smart watch user to wear the smart watch on his wrist so that the ECG electrodes in the ECG signal acquisition module are in close contact with the wrist of the smart watch user, and prompt the smart watch user to keep the smart watch close to the chest position while using the other hand that is not wearing the smart watch to lightly touch the ECG electrodes in the ECG signal acquisition module located on the top or side wall of the watch body.
可选地,所述控制芯片还用于判断所述生理音信号、所述心电信号和所述脉搏信号的信号质量是否大于对应的预设质量阈值,以在各个所述信号质量都大于对应的预设质量阈值时确定所述智能手表端用户的生理数据。 Optionally, the control chip is also used to determine whether the signal quality of the physiological sound signal, the electrocardiogram signal and the pulse signal is greater than the corresponding preset quality threshold, so as to determine the physiological data of the user of the smart watch when the quality of each signal is greater than the corresponding preset quality threshold.
可选地,为实现上述目的,本发明还提供一种生理数据测量方法,包括:Optionally, to achieve the above object, the present invention further provides a physiological data measurement method, comprising:
分别通过所述智能手表中的生理音信号采集模块、心电信号采集模块和脉搏信号采集模块,采集智能手表端用户的生理音信号、心电信号和脉搏信号;Collecting the physiological sound signal, electrocardiogram signal and pulse signal of the user of the smart watch through the physiological sound signal collection module, electrocardiogram signal collection module and pulse signal collection module in the smart watch respectively;
通过所述智能手表中的控制芯片,根据所述生理音信号、所述心电信号和/或所述脉搏信号,确定所述智能手表端用户的生理数据,其中,所述生理数据包含血压数据、心肺疾病中的一种或者多种。The control chip in the smart watch determines the physiological data of the user of the smart watch according to the physiological sound signal, the electrocardiogram signal and/or the pulse signal, wherein the physiological data includes one or more of blood pressure data and cardiopulmonary diseases.
可选地,在所述生理音信号包括心音信号时,所述根据所述生理音信号、所述心电信号和/或所述脉搏信号,确定所述智能手表端用户的生理数据的步骤,包括:Optionally, when the physiological sound signal includes a heart sound signal, the step of determining the physiological data of the user of the smart watch according to the physiological sound signal, the electrocardiogram signal and/or the pulse signal includes:
通过所述智能手表中的控制芯片,根据所述心音信号、所述心电信号和所述脉搏信号,确定所述智能手表端用户的所述血压数据。The blood pressure data of the user on the smart watch is determined by the control chip in the smart watch according to the heart sound signal, the electrocardiogram signal and the pulse signal.
可选地,在所述根据所述心音信号、所述心电信号和所述脉搏信号,确定所述智能手表端用户的血压数据的步骤之前,还包括:Optionally, before the step of determining the blood pressure data of the user on the smart watch according to the heart sound signal, the electrocardiogram signal and the pulse signal, the step further includes:
分别判断所述心音信号、所述心电信号和所述脉搏信号的信号质量是否大于对应的预设质量阈值;respectively determining whether the signal qualities of the heart sound signal, the electrocardiogram signal, and the pulse signal are greater than corresponding preset quality thresholds;
若是,则执行根据所述心音信号、所述心电信号和所述脉搏信号,确定所述智能手表端用户的血压数据的步骤。If so, the step of determining the blood pressure data of the user on the smart watch according to the heart sound signal, the electrocardiogram signal and the pulse signal is performed.
可选地,在所述生理音信号包括心音/肺音信号时,所述通过所述智能手表中的控制芯片,根据所述生理音信号,确定所述智能手表端用户的生理数据的步骤,包括:Optionally, when the physiological sound signal includes a heart sound/lung sound signal, the step of determining the physiological data of the user of the smart watch according to the physiological sound signal by the control chip in the smart watch includes:
通过所述智能手表中的控制芯片,根据所述心音/肺音信号,确定所述智能手表端用户的所述心肺疾病数据,其中,所述心肺疾病数据包括:心衰、冠心病、瓣膜病、肺炎、湿罗音中的一种或者多种。The cardiopulmonary disease data of the user of the smart watch is determined by the control chip in the smart watch according to the heart sound/lung sound signal, wherein the cardiopulmonary disease data includes one or more of heart failure, coronary heart disease, valvular disease, pneumonia, and moist rales.
为实现上述目的,本发明还提供一种终端设备,所述终端设备包括存储器、处理器和存储在所述存储器上并可在所述处理器上运行的血压测量程序,所述血压测量程序被所述处理器执行时实现如上所述的生理数据测量方法的步骤。 To achieve the above-mentioned purpose, the present invention also provides a terminal device, which includes a memory, a processor, and a blood pressure measurement program stored in the memory and executable on the processor, and the blood pressure measurement program, when executed by the processor, implements the steps of the physiological data measurement method as described above.
此外,为实现上述目的,本发明还提出一种计算机可读存储介质,所述计算机可读存储介质上存储有血压测量程序,所述血压测量程序被处理器执行时实现如上所述的生理数据测量方法的步骤。In addition, to achieve the above-mentioned purpose, the present invention also proposes a computer-readable storage medium, on which a blood pressure measurement program is stored. When the blood pressure measurement program is executed by a processor, the steps of the physiological data measurement method as described above are implemented.
为实现上述目的,本发明还提供一种计算机程序产品,所述计算机程序产品包括计算机程序,所述计算机程序被处理器执行时实现如上所述的生理数据测量方法的步骤。To achieve the above object, the present invention further provides a computer program product, which includes a computer program. When the computer program is executed by a processor, the steps of the physiological data measurement method described above are implemented.
本发明提供一种智能手表、生理数据测量方法、终端设备、计算机可读存储介质以及计算机程序产品,智能手表包括:生理音信号采集模块,用于采集生理音信号;心电信号采集模块,用于采集心电信号;脉搏信号采集模块,用于采集脉搏信号;控制芯片,用于根据所述生理音信号、所述心电信号和/或所述脉搏信号,确定所述智能手表端用户的生理数据,其中,所述生理数据包含血压数据、心肺疾病中的一种或者多种。The present invention provides a smart watch, a physiological data measurement method, a terminal device, a computer-readable storage medium and a computer program product. The smart watch comprises: a physiological sound signal acquisition module for acquiring physiological sound signals; an electrocardiogram signal acquisition module for acquiring electrocardiogram signals; a pulse signal acquisition module for acquiring pulse signals; and a control chip for determining the physiological data of the user of the smart watch according to the physiological sound signal, the electrocardiogram signal and/or the pulse signal, wherein the physiological data comprises one or more of blood pressure data and cardiopulmonary diseases.
相比于现有技术中的生理数据测量方式,本发明中的智能手表结构尺寸小,测量方式简便易掌握。并且,在本发明中,通过智能手表中的生理音信号采集模块、心电信号采集模块和脉搏信号采集模块同时采集智能手表端用户的生理音信号、心电信号和脉搏信号,进而利用上述生理音信号、心电信号和脉搏信号,通过智能手表中的控制芯片,计算智能手表端用户的血压数据、心肺疾病等生理数据。因此,本发明中的智能手表集成了血压测量和心肺疾病检测等多种健康数据检测功能,实现了智能手表端用户的生理数据的全面且精准地检测。并且,本发明中的生理音测量方式操作简单便捷,提升了用户测量生理数据时的体验。Compared with the physiological data measurement method in the prior art, the smart watch in the present invention has a small structure size, and the measurement method is simple and easy to master. In addition, in the present invention, the physiological sound signal, electrocardiogram signal and pulse signal of the user on the smart watch are collected simultaneously through the physiological sound signal acquisition module, electrocardiogram signal acquisition module and pulse signal acquisition module in the smart watch, and then the blood pressure data, cardiopulmonary disease and other physiological data of the user on the smart watch are calculated through the control chip in the smart watch by using the above-mentioned physiological sound signal, electrocardiogram signal and pulse signal. Therefore, the smart watch in the present invention integrates a variety of health data detection functions such as blood pressure measurement and cardiopulmonary disease detection, and realizes comprehensive and accurate detection of the physiological data of the user on the smart watch. In addition, the physiological sound measurement method in the present invention is simple and convenient to operate, which improves the user's experience when measuring physiological data.
在此基础上,本发明避免了通过数字袖带式血压计测量血压时对用户腕部造成挤压的情况,也解决了现有的通过PPG结合ECG血压测量方式进行血压测量所导致的血压值不准确问题。而本发明通过生理音信号、心电信号和脉搏信号进行血压测量的方式提升了血压数据测量的准确性,实现了精准高效的血压等生理数据的测量。 On this basis, the present invention avoids squeezing the user's wrist when measuring blood pressure with a digital cuff sphygmomanometer, and also solves the problem of inaccurate blood pressure values caused by the existing blood pressure measurement method using PPG combined with ECG. The present invention improves the accuracy of blood pressure data measurement by measuring blood pressure using physiological sound signals, electrocardiogram signals and pulse signals, and realizes accurate and efficient measurement of physiological data such as blood pressure.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
图1为本发明智能手表一实施例的智能手表内部模块第一示意图;FIG1 is a first schematic diagram of an internal module of a smart watch according to an embodiment of the present invention;
图2为本发明智能手表一实施例的智能手表内部模块第二示意图;FIG2 is a second schematic diagram of an internal module of a smart watch according to an embodiment of the present invention;
图3-1为本发明智能手表一实施例的智能手表佩戴第一示意图;FIG3-1 is a first schematic diagram of wearing a smart watch according to an embodiment of the present invention;
图3-2为本发明智能手表一实施例的智能手表佩戴第二示意图;FIG3-2 is a second schematic diagram of wearing a smart watch according to an embodiment of the present invention;
图4为本发明生理数据测量方法一实施例的第一流程示意图;FIG4 is a schematic diagram of a first flow chart of an embodiment of a physiological data measurement method of the present invention;
图5为本发明生理数据测量方法一实施例的第二流程示意图FIG. 5 is a schematic diagram of a second flow chart of an embodiment of a physiological data measurement method of the present invention.
图6为本发明生理数据测量方法一实施例的第三流程示意图;FIG6 is a schematic diagram of a third flow chart of an embodiment of a physiological data measurement method of the present invention;
本发明目的的实现、功能特点及优点将结合实施例,参照附图做进一步说明。The realization of the purpose, functional features and advantages of the present invention will be further explained in conjunction with embodiments and with reference to the accompanying drawings.
具体实施方式Detailed ways
应当理解,此处所描述的具体实施例仅仅用以解释本发明,并不用于限定本发明。It should be understood that the specific embodiments described herein are only used to explain the present invention, and are not used to limit the present invention.
考虑到现有的便携式智能设备测量生理数据类型过于单一且缺乏准确性的问题,在本实施例中,提出了一种生理数据测量方法,在一实施例中,该方法适用于各类可穿戴设备,包括但不限于智能手表、智能手环等。Taking into account the problem that the existing portable smart devices measure physiological data types that are too single and lack accuracy, in this embodiment, a physiological data measurement method is proposed. In one embodiment, the method is applicable to various wearable devices, including but not limited to smart watches, smart bracelets, etc.
在本实施例中,提供了一种智能手表,该智能手表,包括:In this embodiment, a smart watch is provided, the smart watch comprising:
生理音信号采集模块,用于采集生理音信号;A physiological sound signal acquisition module, used for acquiring physiological sound signals;
心电信号采集模块,用于采集心电信号;An ECG signal acquisition module, used for acquiring ECG signals;
脉搏信号采集模块,用于采集脉搏信号;A pulse signal acquisition module, used for acquiring pulse signals;
控制芯片,用于根据所述生理音信号、所述心电信号和/或所述脉搏信号,确定所述智能手表端用户的生理数据,其中,所述生理数据包含血压数据、心肺疾病中的一种或者多种。The control chip is used to determine the physiological data of the user of the smart watch according to the physiological sound signal, the electrocardiogram signal and/or the pulse signal, wherein the physiological data includes one or more of blood pressure data and cardiopulmonary diseases.
可以理解的是在,智能手表为腕带设备,具体可分为表体和表带两部分,在本实施例中,为了能够测得更加精准的智能手表端用户的血压数据,可将上述的生理音信号采集模块、心电信号采集模块、脉搏信号采集模块以及控制芯片集成在智能手表表体和/或表带内,在本实施例中不对上述模块和芯片在表体中的集成位置做具体限定。It can be understood that the smart watch is a wristband device, which can be specifically divided into two parts: a watch body and a watch strap. In this embodiment, in order to be able to measure more accurate blood pressure data of the smart watch user, the above-mentioned physiological sound signal acquisition module, electrocardiogram signal acquisition module, pulse signal acquisition module and control chip can be integrated into the smart watch body and/or watch strap. In this embodiment, the integration position of the above-mentioned modules and chips in the watch body is not specifically limited.
具体地,如图2所示,在智能手表的表体中,包括:生理音信号采集模块、心电信号采集模块、脉搏信号采集模块以及控制芯片,其中,生理音信 号采集模块用于采集智能手表端用户的生理音信号,心电信号采集模块用于采集智能手表端用户的心电信号,脉搏信号采集模块用于采集智能手表端用户的脉搏信号,而控制芯片用于根据采集到的生理音信号、心电信号和/或脉搏信号,计算智能手表端用户的生理数据,其中,各个模块都与控制芯片连接,以将所采集的各信号发送至控制芯片,并由控制芯片进一步处理。Specifically, as shown in FIG2 , the body of the smart watch includes: a physiological sound signal acquisition module, an electrocardiogram signal acquisition module, a pulse signal acquisition module and a control chip, wherein the physiological sound signal The signal acquisition module is used to collect the physiological sound signals of the user on the smart watch end, the ECG signal acquisition module is used to collect the ECG signals of the user on the smart watch end, the pulse signal acquisition module is used to collect the pulse signals of the user on the smart watch end, and the control chip is used to calculate the physiological data of the user on the smart watch end based on the collected physiological sound signals, ECG signals and/or pulse signals, wherein each module is connected to the control chip to send the collected signals to the control chip for further processing by the control chip.
其中,本实施例中的生理音信号可以包括心音信号/肺音信号,生理数据包括智能手表端用户的血压数据、心肺疾病中的一个或者多个。Among them, the physiological sound signal in this embodiment may include a heart sound signal/lung sound signal, and the physiological data includes one or more of the blood pressure data of the user on the smart watch and cardiopulmonary diseases.
在一实施例中,所述生理音信号采集模块包括至少一个骨传导传感器、加速度传感器、惯性传感器、压电陶瓷、压力传感器、振动检测传感器中的一个或者多个;所述心电信号采集模块包括至少两个心电电极,所述脉搏信号采集模块包括LED光源和探测器。In one embodiment, the physiological sound signal acquisition module includes at least one or more of a bone conduction sensor, an acceleration sensor, an inertial sensor, a piezoelectric ceramic, a pressure sensor, and a vibration detection sensor; the ECG signal acquisition module includes at least two ECG electrodes, and the pulse signal acquisition module includes an LED light source and a detector.
为了实现智能手表端用户血压的精准测量,在本实施例中,生理音信号采集模块中集成了至少一个骨传导传感器、加速度传感器、A+G惯性传感器、压电陶瓷、压力传感器(Force sensor)、振动检测传感器中的一个或者多个。In order to achieve accurate measurement of the blood pressure of users on the smart watch, in this embodiment, the physiological sound signal acquisition module integrates at least one or more of a bone conduction sensor, an acceleration sensor, an A+G inertial sensor, a piezoelectric ceramic, a pressure sensor (Force sensor), and a vibration detection sensor.
比如,当存在两个以上的骨传导传感器时,能够以传感器阵列方式将多个骨传感器进行排列。For example, when there are more than two bone conduction sensors, the plurality of bone sensors may be arranged in a sensor array.
除此之外,心电信号采集模块包括至少两个心电电极,两心电电极可以为ECG_P和ECG_N,用于测量智能手表端用户的心电信号。In addition, the ECG signal acquisition module includes at least two ECG electrodes, which may be ECG_P and ECG_N, for measuring the ECG signal of the user of the smart watch.
而脉搏信号采集模块包括了LED光源和探测器,其中,探测器具体可为PD器件(光电二极管),其中,LED光源用于发射探测光,进而经人体血管和组织等反射、吸收后可由PD器接收。The pulse signal acquisition module includes an LED light source and a detector, wherein the detector can be specifically a PD device (photodiode), wherein the LED light source is used to emit detection light, which can then be received by the PD device after being reflected and absorbed by human blood vessels and tissues.
在一实施例中,所述生理音采集模块可安装于智能手表表体和/或智能手表表带。In one embodiment, the physiological sound collection module can be installed on the smart watch body and/or the smart watch strap.
在本实施例中,可以将上述生理音采集模块安装于智能手表的表体和/或表带。比如,可以安装在能够有效采集生理音信号的智能手表的屏幕,中框,底壳,表带等位置。In this embodiment, the physiological sound collection module can be installed on the body and/or strap of the smart watch. For example, it can be installed on the screen, middle frame, bottom shell, strap, etc. of the smart watch that can effectively collect physiological sound signals.
具体地,例如,在生理音采集模块包含多个传感器时(比如至少一个骨传导传感器、加速度传感器、A+G惯性传感器、压电陶瓷、压力传感器、振动检测传感器),可以将多个传感器分别安装在表体和表带,以从多个维度获取智能手表端用户的生理数据,提高生理数据的精准采集。 Specifically, for example, when the physiological sound acquisition module includes multiple sensors (such as at least one bone conduction sensor, an acceleration sensor, an A+G inertial sensor, a piezoelectric ceramic, a pressure sensor, and a vibration detection sensor), the multiple sensors can be installed on the watch body and the watch strap respectively to obtain the physiological data of the smart watch user from multiple dimensions and improve the accurate collection of physiological data.
又比如,在上述生理音采集模块包含至少一个骨传导传感时,为了能够接收到质量更高的心音信号,可将至少一个骨传导传感器配置在智能手表表体的底壳,与底壳紧密贴合,使得骨传导传感器能够紧贴佩戴者腕部。同样的,在存在多个骨传导传感器构成传感器阵列时,也需将传感器阵列紧贴于底壳安装。For another example, when the physiological sound acquisition module includes at least one bone conduction sensor, in order to receive higher quality heart sound signals, at least one bone conduction sensor can be configured on the bottom shell of the smart watch body, and fit tightly with the bottom shell so that the bone conduction sensor can fit closely to the wearer's wrist. Similarly, when there are multiple bone conduction sensors forming a sensor array, the sensor array also needs to be installed close to the bottom shell.
在一实施例中,所述心电电极至少包括第一电极和第二电极,其中,所述第一电极安装于智能手表表体的底壳,所述第二电极安装于智能手表表体的顶壳或侧壁。In one embodiment, the ECG electrode includes at least a first electrode and a second electrode, wherein the first electrode is mounted on the bottom shell of the smart watch body, and the second electrode is mounted on the top shell or side wall of the smart watch body.
所述心电电极还包括第三电极,所述第三电极安装于智能手表表体的底壳。The ECG electrode also includes a third electrode, which is mounted on the bottom shell of the smart watch body.
智能手表的心电信号采集模块至少包括两个电极,即,第一电极ECG_P和第二电极ECG_N,其中,第一电极ECG_P安装于智能手表的底壳且紧贴底壳,第二电极ECG_N安装于智能手表的顶壳或者侧壁,通过此种电极安装方式,使得智能手表端用户能够将智能手表正确佩戴于腕部,并在佩戴好智能手表后,如图3-1所示,将佩戴好的智能手表紧贴胸腔位置,并将未佩戴智能手表的另一只手的手指轻触位于智能手表表体顶壳或者侧壁的第二电极ECG_N,此时,位于智能手表表体底壳的第一电极ECG_P能够紧贴用户腕部,形成电路通路,保证了所采集心电信号的质量,以提升所测得血压数据的准确度,并在该过程中,智能手表端用户不会产生任何不适感,极大程度地提升了用户体验。The ECG signal acquisition module of the smart watch includes at least two electrodes, namely, a first electrode ECG_P and a second electrode ECG_N, wherein the first electrode ECG_P is installed on the bottom shell of the smart watch and is close to the bottom shell, and the second electrode ECG_N is installed on the top shell or side wall of the smart watch. Through this electrode installation method, the user of the smart watch can wear the smart watch correctly on the wrist, and after wearing the smart watch, as shown in Figure 3-1, the worn smart watch is placed close to the chest position, and the finger of the other hand that is not wearing the smart watch is lightly touched to the second electrode ECG_N located on the top shell or side wall of the smart watch body. At this time, the first electrode ECG_P located on the bottom shell of the smart watch body can be close to the user's wrist to form a circuit path, thereby ensuring the quality of the collected ECG signal to improve the accuracy of the measured blood pressure data. In this process, the user of the smart watch will not feel any discomfort, which greatly improves the user experience.
除此之外,还可在智能手表的底壳安装第三电极ECG_RLD作为参考电极,可与第一电极ECG_P和第二电极ECG_N共同用于智能手表端用户心电信号的采集。In addition, a third electrode ECG_RLD can be installed on the bottom shell of the smart watch as a reference electrode, which can be used together with the first electrode ECG_P and the second electrode ECG_N to collect ECG signals of the user on the smart watch.
在一实施例中,所述LED光源和所述探测器安装于智能手表表体的底壳。In one embodiment, the LED light source and the detector are installed on the bottom shell of the smart watch body.
智能手表中脉搏信号采集模块中包括了LED光源和PD器件,具体地,在智能手表的表体底壳存在一透明盖板,透明盖板下设置LED光源(包括红灯,红外灯和绿灯等)以及用于采集入射光(由LED灯发出,由LED灯发出的,经人体血管和组织等反射、吸收后的衰减光)的PD器件(即探测器),上述LED灯和PD器件共同用于测量智能手表端用于的脉搏信号。The pulse signal acquisition module in the smart watch includes an LED light source and a PD device. Specifically, there is a transparent cover on the bottom shell of the smart watch body, under which are arranged an LED light source (including red light, infrared light and green light, etc.) and a PD device (i.e., a detector) for collecting incident light (attenuated light emitted by the LED light and reflected and absorbed by human blood vessels and tissues, etc.). The above-mentioned LED light and PD device are used together to measure the pulse signal of the smart watch.
在一实施例中,所述智能手表,还包括: In one embodiment, the smart watch further includes:
生理音信号分析模块,用于对所述生理音信号采集模块采集的生理音信号进行分析处理,并将分析处理后的生理音信号发送至所述控制芯片;A physiological sound signal analysis module, used for analyzing and processing the physiological sound signals collected by the physiological sound signal collection module, and sending the analyzed and processed physiological sound signals to the control chip;
心电信号分析模块,用于对所述心电信号采集模块采集的心电信号进行分析处理,并将分析处理后的心电信号发送至所述控制芯片;An ECG signal analysis module, used for analyzing and processing the ECG signals collected by the ECG signal collection module, and sending the analyzed and processed ECG signals to the control chip;
脉搏信号分析模块,对所述脉搏信号采集模块采集的脉搏信号进行分析处理,并将分析处理后的脉搏信号发送至所述控制芯片。The pulse signal analysis module analyzes and processes the pulse signal collected by the pulse signal collection module, and sends the analyzed and processed pulse signal to the control chip.
如图2所示,为了对上述采集模块采集的生理音信号、心电信号以及脉搏信号进行分析,在智能手表中还集成了生理音信号分析模块、心电信号分析模块、脉搏信号分析模块。As shown in FIG2 , in order to analyze the physiological sound signals, ECG signals and pulse signals collected by the above-mentioned acquisition module, a physiological sound signal analysis module, an ECG signal analysis module and a pulse signal analysis module are also integrated in the smart watch.
具体地,例如,智能手表在采集智能手表端用户的生理音信号、心电信号和脉搏信号后,将通过控制芯片,将上述生理音信号发送至智能手表中的生理音信号分析模块,并将心电信号发送至智能手表中的心电信号采集模块、将脉搏信号发送至智能手表中的脉搏信号分析模块,分别由生理音信号分析模块、心电信号分析模块和脉搏信号分析模块对采集的信号分析处理,并将分析处理后的信号返回至控制芯片,由控制芯片对分析处理后的信号进行计算得到智能手表端用户的生理数据。Specifically, for example, after the smart watch collects the physiological sound signals, electrocardiogram signals and pulse signals of the user on the smart watch end, the smart watch will send the above-mentioned physiological sound signals to the physiological sound signal analysis module in the smart watch through the control chip, and send the electrocardiogram signals to the electrocardiogram signal collection module in the smart watch, and send the pulse signals to the pulse signal analysis module in the smart watch. The physiological sound signal analysis module, the electrocardiogram signal analysis module and the pulse signal analysis module will analyze and process the collected signals respectively, and return the analyzed and processed signals to the control chip, which will calculate the analyzed and processed signals to obtain the physiological data of the user on the smart watch end.
在一实施例中,所述智能手表,还包括:In one embodiment, the smart watch further includes:
语音模块和/或显示模块和/或振动模块,所述语音模块、显示模块以及振动模块用于提醒智能手表端用户将所述智能手表佩戴于腕部,使得所述心电信号采集模块中的心电电极紧贴所述智能手表端用户的腕部,并提示所述智能手表端用户将佩戴的智能手表紧贴于胸腔位置的同时,使用未佩戴智能手表的另一只手轻触所述心电信号采集模块中位于表体顶部或者侧壁的心电电极。A voice module and/or a display module and/or a vibration module, wherein the voice module, the display module and the vibration module are used to remind the user of the smart watch to wear the smart watch on the wrist so that the ECG electrodes in the ECG signal acquisition module are in close contact with the wrist of the user of the smart watch, and to remind the user of the smart watch to keep the smart watch in close contact with the chest while using the other hand that is not wearing the smart watch to lightly touch the ECG electrodes located on the top or side wall of the ECG signal acquisition module.
如图2所示,除了上述信号采集模块和对应的信号分析模块,在本实施例中至少还集成了以下功能模块中的至少一种:显示模块、振动模块和语音模块,其中,显示模块具体可为智能手表上的显示触摸屏幕,用于对智能手表端用户进行相应的文字展示以及图片或者视频展示;语音模块可包括麦克风和喇叭等,振动模块可由振动马达构成,带动智能手表的振动。As shown in Figure 2, in addition to the above-mentioned signal acquisition module and the corresponding signal analysis module, at least one of the following functional modules is also integrated in this embodiment: a display module, a vibration module and a voice module, wherein the display module can specifically be a display touch screen on a smart watch, which is used to display corresponding text and pictures or videos to the user of the smart watch; the voice module may include a microphone and a speaker, etc., and the vibration module may be composed of a vibration motor to drive the vibration of the smart watch.
可以理解的是,在本实施例中,心电信号采集模块中位于智能手表底壳且贴近智能手表端用户腕部的电极可为第一电极,也可为第一电极和第三电 极,并不影响对智能手表端用户心电信号的测量,在本实施例中不做具体限定。It can be understood that, in this embodiment, the electrode in the ECG signal acquisition module located on the bottom shell of the smart watch and close to the wrist of the user of the smart watch can be the first electrode, or the first electrode and the third electrode. The pole does not affect the measurement of the ECG signal of the user on the smart watch end, and is not specifically limited in this embodiment.
具体地,如图3-1所示,为了提升所测得的生理数据的准确度,保证所测得的生理数数据的质量,智能手表能够实时检测当前是否处于生理数据测量功能状态。智能手表一旦检测到当前处于生理数据测量功能状态,为了能够测到质量较高的生理音信号、心电信号和脉搏信号,智能手表将通过上述语音模块、显示模块以及振动模块中的一种或者多种,提醒智能手表端用户正确佩戴智能手表佩戴于腕部,使得心电信号采集模块中的第一电极(也可以是第一电极和第三电极)紧贴智能手表端用户的腕部,并提示智能手表端用户将佩戴的智能手表紧贴于胸腔位置的同时,使用未佩戴智能手表的另一只手轻触所述心电信号采集模块中位于表体顶部或者侧壁的第二电极。Specifically, as shown in FIG3-1, in order to improve the accuracy of the measured physiological data and ensure the quality of the measured physiological data, the smart watch can detect in real time whether it is currently in the physiological data measurement function state. Once the smart watch detects that it is currently in the physiological data measurement function state, in order to be able to measure high-quality physiological sound signals, ECG signals and pulse signals, the smart watch will remind the user of the smart watch to wear the smart watch correctly on the wrist through one or more of the above-mentioned voice module, display module and vibration module, so that the first electrode (or the first electrode and the third electrode) in the ECG signal acquisition module is close to the wrist of the user of the smart watch, and prompt the user of the smart watch to put the smart watch close to the chest position, and use the other hand that is not wearing the smart watch to touch the second electrode on the top or side wall of the ECG signal acquisition module.
在另一实施例中,如图3-2所示,用户也可以在腕部正常佩戴手表的状态下,将腕部抬起紧贴胸口,进行健康测量,而不需要将智能手表设备取下后紧贴胸口进行健康测量。In another embodiment, as shown in FIG3-2 , the user can also perform health measurement by lifting the wrist and placing it close to the chest while wearing the watch normally on the wrist, without having to take off the smart watch device and place it close to the chest for health measurement.
因此,本实施例中的智能手表的多种生理数据测量方式,可以提升用户测量的方便程度和使用体验。Therefore, the various physiological data measurement methods of the smart watch in this embodiment can improve the convenience of user measurement and usage experience.
在一实施例中,所述控制芯片还用于判断所述生理音信号、所述心电信号和所述脉搏信号的信号质量是否大于对应的预设质量阈值,以在各个所述信号质量都大于对应的预设质量阈值时确定所述智能手表端用户的生理数据。In one embodiment, the control chip is also used to determine whether the signal quality of the physiological sound signal, the electrocardiogram signal and the pulse signal is greater than the corresponding preset quality threshold, so as to determine the physiological data of the user of the smart watch when the quality of each signal is greater than the corresponding preset quality threshold.
在本实施例中,控制芯片在根据各个采集模块采集的生理音信号、心电信号和脉搏信号进行处理得到血压数据之前,为了避免采集到无效信号,导致所测得的生理数据无法准确反应用户健康状态,控制芯片还需要预先判断所采集的生理音信号、心电信号和脉搏信号的信号质量是否符合对应的预设质量阈值,以在判断到各个信号质量都大于其对应的预设质量阈值,才能够进行智能手表端用户的血压数据计算,其中,各个信号都有其对应的预设质量阈值,在本实施例中不对预设质量阈值做具体限定,可根据实际场景具体灵活调整。In this embodiment, before the control chip processes the physiological sound signals, electrocardiogram signals and pulse signals collected by each acquisition module to obtain the blood pressure data, in order to avoid collecting invalid signals, which will cause the measured physiological data to be unable to accurately reflect the user's health status, the control chip also needs to pre-judge whether the signal quality of the collected physiological sound signals, electrocardiogram signals and pulse signals meets the corresponding preset quality thresholds. Only when it is determined that the quality of each signal is greater than its corresponding preset quality threshold can the blood pressure data of the user on the smart watch be calculated. Among them, each signal has its corresponding preset quality threshold. In this embodiment, the preset quality threshold is not specifically limited and can be flexibly adjusted according to the actual scenario.
除此之外,在智能手表中还集成了无线通信模块(包括蜂窝通信、WiFi通信、蓝牙通信等无线通信中的一种或多种组合,在智能手表工作时,可以 建立与其它设备,比如移动设备的通信连接,用于将采集到的数据传输至移动设备端用户)、存储器、电池、电源管理模块、运动传感模块(包括加速度计和陀螺仪等)。In addition, the smart watch also integrates a wireless communication module (including one or more combinations of wireless communications such as cellular communication, WiFi communication, Bluetooth communication, etc.). When the smart watch is working, it can Establishing communication connections with other devices, such as mobile devices, for transmitting the collected data to mobile device users), memory, battery, power management module, motion sensing module (including accelerometer and gyroscope, etc.).
相比于现有技术中通过传统数字袖带式血压计或者PPG结合ECG血压测量方式,本发明中的智能手表结构尺寸小,测量方式简便易掌握,在本发明中,通过智能手表中的生理音信号采集模块、心电信号采集模块和脉搏信号采集模块同时采集智能手表端用户的生理音信号、心电信号和脉搏信号,进而利用上述生理音信号、心电信号和脉搏信号,通过智能手表中的控制芯片,计算智能手表端用户的血压数据、心肺疾病等生理数据。因此,本发明中的智能手表集成了血压测量和心肺疾病检测等多种健康数据检测功能,实现了智能手表端用户的生理数据的全面且精准地检测。并且,本发明中的生理音测量方式操作简单便捷,提升了用户测量生理数据时的体验。Compared with the blood pressure measurement method using a traditional digital cuff sphygmomanometer or PPG combined with ECG in the prior art, the smart watch in the present invention has a small structure and size, and the measurement method is simple and easy to master. In the present invention, the physiological sound signal acquisition module, the electrocardiogram signal acquisition module and the pulse signal acquisition module in the smart watch simultaneously collect the physiological sound signal, electrocardiogram signal and pulse signal of the user on the smart watch, and then use the above-mentioned physiological sound signal, electrocardiogram signal and pulse signal to calculate the blood pressure data, cardiopulmonary disease and other physiological data of the user on the smart watch through the control chip in the smart watch. Therefore, the smart watch in the present invention integrates a variety of health data detection functions such as blood pressure measurement and cardiopulmonary disease detection, and realizes comprehensive and accurate detection of the physiological data of the user on the smart watch. In addition, the physiological sound measurement method in the present invention is simple and convenient to operate, which improves the user's experience when measuring physiological data.
在此基础上,本发明避免了通过数字袖带式血压计测量血压时对用户腕部造成挤压的情况,也解决了通过PPG结合ECG血压测量方式进行血压测量所导致的血压值不准确的问题。而本发明通过生理音信号、心电信号和脉搏信号进行血压测量的方式也提升了血压数据测量的准确性,实现了精准高效的血压测量。On this basis, the present invention avoids squeezing the user's wrist when measuring blood pressure with a digital cuff sphygmomanometer, and also solves the problem of inaccurate blood pressure values caused by measuring blood pressure using a PPG combined with an ECG blood pressure measurement method. The present invention also improves the accuracy of blood pressure data measurement by measuring blood pressure using physiological sound signals, electrocardiogram signals, and pulse signals, and achieves accurate and efficient blood pressure measurement.
基于上述智能手表的硬件结构,提出应用于该智能手表的生理数据测量方法,本发明提供了生理数据测量方法的实施例,需要说明的是,虽然在流程图中示出了逻辑顺序,但是在某些情况下,可以不同于此处的顺序执行所示出或描述的步骤。Based on the hardware structure of the smart watch mentioned above, a physiological data measurement method applied to the smart watch is proposed. The present invention provides an embodiment of the physiological data measurement method. It should be noted that although the logical order is shown in the flow chart, in some cases, the steps shown or described may be executed in a different order than here.
本实施例中的生理数据测量方法,如图4所示,具体包括以下步骤:The physiological data measurement method in this embodiment, as shown in FIG4 , specifically includes the following steps:
步骤S10,分别通过智能手表中的生理音信号采集模块、心电信号采集模块和脉搏信号采集模块,采集智能手表端用户的生理音信号、心电信号和脉搏信号;Step S10, collecting physiological sound signals, electrocardiogram signals and pulse signals of the user on the smart watch through the physiological sound signal collection module, electrocardiogram signal collection module and pulse signal collection module in the smart watch respectively;
用户在正确佩戴智能手表后,智能手表将通过生理音信号采集模块、心电信号采集模块和脉搏信号采集模块,分别采集智能手表端用户的生理音信号、心电信号和脉搏信号,以进一步将采集的生理音信号、心电信号和脉搏信号发送至对应的生理音信号分析模块、心电信号分析模块以及脉搏信号分析模块进行分析处理后发送至智能手表中集成的控制芯片进行生理数据计 算。After the user wears the smart watch correctly, the smart watch will collect the physiological sound signal, ECG signal and pulse signal of the user on the smart watch through the physiological sound signal collection module, ECG signal collection module and pulse signal collection module, and further send the collected physiological sound signal, ECG signal and pulse signal to the corresponding physiological sound signal analysis module, ECG signal analysis module and pulse signal analysis module for analysis and processing, and then send them to the control chip integrated in the smart watch for physiological data calculation. Calculate.
需要说明的是,在本实施例中,为了保证智能手表能够测得更为准确的血压值,用户需正确佩戴智能手表,比如,如图3所示,正确的智能手臂佩戴姿势具体为:用户可将智能手表佩戴与手腕处(松紧度合适,使智能手表的表体能够紧贴佩戴者手腕),进而,在进行血压测量时,将手腕处的智能手表紧贴于胸腔处,并将另一只未佩戴智能手表的手指轻触按压在智能手表的顶壳或侧面的ECG电极,使得智能手表底壳上贴近佩戴者手臂的ECG电极与顶壳或侧面的贴近佩戴设手指的ECG电极组成单导联结构,用于测量佩戴者的心电信号(即心电波)。It should be noted that, in this embodiment, in order to ensure that the smart watch can measure more accurate blood pressure values, the user needs to wear the smart watch correctly. For example, as shown in Figure 3, the correct smart arm wearing posture is as follows: the user can wear the smart watch on the wrist (with appropriate tightness so that the body of the smart watch can fit closely to the wearer's wrist), and then, when measuring blood pressure, the smart watch on the wrist is placed close to the chest, and the other finger that is not wearing the smart watch is lightly pressed on the ECG electrode on the top shell or side of the smart watch, so that the ECG electrode on the bottom shell of the smart watch close to the wearer's arm and the ECG electrode on the top shell or side close to the wearing finger form a single lead structure for measuring the wearer's electrocardiogram signal (i.e., electrocardiogram wave).
步骤S20,通过所述智能手表中的控制芯片,根据所述生理音信号、所述心电信号和/或所述脉搏信号,确定所述智能手表端用户的生理数据,其中,所述生理数据包含血压数据、心肺疾病中的一种或者多种。Step S20, determining the physiological data of the user of the smart watch according to the physiological sound signal, the electrocardiogram signal and/or the pulse signal through the control chip in the smart watch, wherein the physiological data includes one or more of blood pressure data and cardiopulmonary diseases.
智能手表在采集智能手表端用户的生理音信号、心电信号和脉搏信号后,将上述心音信号发送至智能手表中的生理音信号分析模块、心电信号分析模块以及脉搏信号分析模块,分别由生理音信号分析模块、心电信号分析模块以及脉搏信号分析模块对采集的信号分析处理,并将分析处理后的信号发送至控制芯片,由控制芯片对分析处理后的信号进行计算得到对应的生理数据。After collecting the physiological sound signals, electrocardiogram signals and pulse signals of the user on the smart watch end, the smart watch sends the above-mentioned heart sound signals to the physiological sound signal analysis module, electrocardiogram signal analysis module and pulse signal analysis module in the smart watch. The physiological sound signal analysis module, the electrocardiogram signal analysis module and the pulse signal analysis module respectively analyze and process the collected signals, and send the analyzed and processed signals to the control chip, which calculates the analyzed and processed signals to obtain corresponding physiological data.
具体地,例如,在本实施例中的生理数据为血压数据时,控制芯片能够根据上述生理音信号(此时的生理音信号为心音信号)、心电信号和脉搏信号,计算得到脉搏传递时间和心率值,并结合血压计算回归模型,最终得到智能手表端用户的血压数据,比如BP(blood pressure,血压),由此基于该BP值诊断用户身体健康状态。Specifically, for example, when the physiological data in this embodiment is blood pressure data, the control chip can calculate the pulse transmission time and heart rate value based on the above-mentioned physiological sound signal (the physiological sound signal at this time is the heart sound signal), electrocardiogram signal and pulse signal, and combine the blood pressure calculation regression model to finally obtain the blood pressure data of the user on the smart watch, such as BP (blood pressure), thereby diagnosing the user's physical health status based on the BP value.
进一步地,在所述生理音信号包括心音信号,所述生理数据包括血压数据时,上述步骤S20,“通过所述智能手表中的控制芯片,根据所述生理音信号、所述心电信号和所述脉搏信号,确定所述智能手表端用户的生理数据”,可以包括:Furthermore, when the physiological sound signal includes a heart sound signal, and the physiological data includes blood pressure data, the above step S20, "determining the physiological data of the user of the smart watch according to the physiological sound signal, the electrocardiogram signal and the pulse signal through the control chip in the smart watch", may include:
步骤S201,通过所述智能手表中的控制芯片,根据所述心音信号、所述心电信号和所述脉搏信号,确定所述智能手表端用户的所述血压数据。Step S201, determining the blood pressure data of the user of the smart watch through the control chip in the smart watch according to the heart sound signal, the electrocardiogram signal and the pulse signal.
在本实施例中,在上述生理音信号包括心音信号,对应的,生理数据为血压数据时,控制芯片能够根据上述心音信号、心电信号和脉搏信号,计算 得到智能手表端用户的血压数据。In this embodiment, when the physiological sound signal includes a heart sound signal and the corresponding physiological data is blood pressure data, the control chip can calculate the heart sound signal, the electrocardiogram signal and the pulse signal according to the heart sound signal. Get the blood pressure data of the user on the smart watch.
具体地,智能手表在获取到心音信号、心电信号和脉搏信号后,为了进一步计算智能手表端用户的血压,需要预先评估各信号是否满足预设血压测量标准,本实施例中的预设血压测量标准具体可以为:各个信号的信号特征之间的具备同步性(即信号之间的变化规律是否具有线性关系),比如,智能手表端用户的同一个心拍对应的心电信号的R波应该最早出现,然后是心音信号,最后是脉搏信号,若采集的心音信号、心电信号和脉搏信号不是这个顺序,或者三信号之间的延迟明显大于预设常规值(在预设常规值中考虑了个体异常情况),此时所采的三信号就无法血压计算,可舍弃。进而,在判断到各个信号特征均满足预设血压测量标准时,将根据获取到的心音信号、心电信号和脉搏信号计算智能手表端用户的血压。Specifically, after the smart watch obtains the heart sound signal, the electrocardiogram signal and the pulse signal, in order to further calculate the blood pressure of the user on the smart watch end, it is necessary to pre-evaluate whether each signal meets the preset blood pressure measurement standard. The preset blood pressure measurement standard in this embodiment can be specifically: the signal characteristics of each signal have synchronization (that is, whether the change law between the signals has a linear relationship). For example, the R wave of the electrocardiogram signal corresponding to the same heart beat of the user on the smart watch end should appear first, followed by the heart sound signal, and finally the pulse signal. If the collected heart sound signal, electrocardiogram signal and pulse signal are not in this order, or the delay between the three signals is significantly greater than the preset normal value (individual abnormalities are taken into account in the preset normal value), the three signals collected at this time cannot be used for blood pressure calculation and can be discarded. Furthermore, when it is determined that each signal characteristic meets the preset blood pressure measurement standard, the blood pressure of the user on the smart watch end will be calculated based on the obtained heart sound signal, electrocardiogram signal and pulse signal.
在一实施例中,判断各个信号特征是否达到预设血压测量标准的具体方式可以为:智能手表在获取到心音信号、心电信号和脉搏信号后,分别提取心音信号、心电信号和脉搏信号对应的信号特征,进而获取各个信号特征之间的相干系数,并根据该相关系数确定各个信号特征之间是否具备同步性,以实现判断各个所述信号特征是否达到预设血压测量标准的目的。In one embodiment, the specific method for determining whether each signal feature reaches the preset blood pressure measurement standard may be: after the smart watch obtains the heart sound signal, the electrocardiogram signal and the pulse signal, the smart watch extracts the signal features corresponding to the heart sound signal, the electrocardiogram signal and the pulse signal respectively, and then obtains the coherence coefficient between each signal feature, and determines whether each signal feature is synchronized based on the correlation coefficient, so as to achieve the purpose of determining whether each of the signal features reaches the preset blood pressure measurement standard.
在另一实施例中,如图5所示,智能手表若是检测到心音信号的信号特征、心电信号的信号特征和脉搏信号的信号特征中的至少一个未达到上述的预设血压测量标准,此时意味着存在无效的信号,为了避免利用无效的信号进行血压计算导致血压测量值存在极大误差,智能手表需要进一步获取当前血压测量时长是否超过预设测量时长。此处的当前血压测量时长是指智能手表当前处于血压测量功能状态的时长,而预设测量时长是指大多数用户在利用智能手表进行血压测量普遍所需要的时长,本实施例不对预设测量时长做具体限定。进而,智能手表在检测到当前血压测量时长超过所述预设测量时长,为了提升血压测量效率,将直接结束此次血压测量操作。在此基础上,可进一步提醒智能手表端用户此次血压测量操作失败,并及时进行下一次血压测量操作。若是检测到当前血压测量时长不超过所述预设测量时长,可再次通过生理音信号采集模块采集心音信号,通过PPG+ECG信号采集模块采集心电信号和脉搏信号,以再次计算用户血压。可见,在本实施例中,当采集到无效信号后,能够根据当前血压测量时长确定是结束此次血压测量操作 还是继续重新采集信号,排除了无效信号对血压计算的干扰,极大程度上提升了血压测量效率,并提升了血压测量精度,在此基础上,为后续用户健康状态监测提供了可靠的数据。In another embodiment, as shown in FIG5 , if the smart watch detects that at least one of the signal characteristics of the heart sound signal, the signal characteristics of the electrocardiogram signal, and the signal characteristics of the pulse signal does not meet the above-mentioned preset blood pressure measurement standard, it means that there is an invalid signal. In order to avoid using invalid signals to calculate blood pressure, resulting in a large error in the blood pressure measurement value, the smart watch needs to further obtain whether the current blood pressure measurement duration exceeds the preset measurement duration. The current blood pressure measurement duration here refers to the duration of the smart watch currently in the blood pressure measurement function state, and the preset measurement duration refers to the duration generally required by most users to use the smart watch for blood pressure measurement. This embodiment does not specifically limit the preset measurement duration. Furthermore, when the smart watch detects that the current blood pressure measurement duration exceeds the preset measurement duration, in order to improve the blood pressure measurement efficiency, the blood pressure measurement operation will be directly terminated. On this basis, the user of the smart watch end can be further reminded that the blood pressure measurement operation has failed, and the next blood pressure measurement operation can be performed in time. If it is detected that the current blood pressure measurement duration does not exceed the preset measurement duration, the heart sound signal can be collected again through the physiological sound signal acquisition module, and the electrocardiogram signal and pulse signal can be collected through the PPG+ECG signal acquisition module to calculate the user's blood pressure again. It can be seen that in this embodiment, when an invalid signal is collected, it can be determined whether to end the blood pressure measurement operation according to the current blood pressure measurement duration. It continues to re-collect signals, eliminating the interference of invalid signals on blood pressure calculation, greatly improving the efficiency and accuracy of blood pressure measurement. On this basis, it provides reliable data for subsequent user health status monitoring.
进一步地,在上述步骤S201,“根据所述心音信号、所述心电信号和所述脉搏信号,确定所述智能手表端用户的血压数据”之前,还包括:Furthermore, before the above step S201, "determining the blood pressure data of the user on the smart watch according to the heart sound signal, the electrocardiogram signal and the pulse signal", it also includes:
步骤S202,分别判断所述心音信号、所述心电信号和所述脉搏信号的信号质量是否符合对应的预设质量阈值;Step S202, determining whether the signal qualities of the heart sound signal, the electrocardiogram signal, and the pulse signal meet corresponding preset quality thresholds respectively;
步骤S203,若是,则执行根据所述心音信号、所述心电信号和所述脉搏信号,确定所述智能手表端用户的血压数据的步骤。Step S203: If yes, then determine the blood pressure data of the user on the smart watch according to the heart sound signal, the electrocardiogram signal and the pulse signal.
智能手表在采集到智能手表端用户的心音信号、心电信号和脉搏信号后,在对上述信号进行处理得到血压数据之前,为了避免采集到无效信号,导致所测得的血压无法准确反应用户健康状态,如图5所示,智能手表需要预先判断所采集的心音信号、心电信号和脉搏信号的信号质量是否符合对应的预设质量阈值,其中,各个信号都有其对应的预设质量阈值,在本实施例中不对预设质量阈值做具体限定,可根据实际场景具体灵活调整。After the smart watch collects the heart sound signals, electrocardiogram signals and pulse signals of the user on the smart watch end, before processing the above signals to obtain blood pressure data, in order to avoid collecting invalid signals, which causes the measured blood pressure to be unable to accurately reflect the user's health status, as shown in Figure 5, the smart watch needs to pre-determine whether the signal quality of the collected heart sound signals, electrocardiogram signals and pulse signals meets the corresponding preset quality thresholds, where each signal has its corresponding preset quality threshold. In this embodiment, the preset quality threshold is not specifically limited and can be flexibly adjusted according to the actual scenario.
进而,智能手表若是判断到所采集的心音信号、心电信号和脉搏信号的信号质量都大于对应的预设质量阈值,则能够根据心音信号、心电信号和脉搏信号进行血压计算。Furthermore, if the smart watch determines that the signal quality of the collected heart sound signals, electrocardiogram signals and pulse signals are all greater than the corresponding preset quality thresholds, it can calculate blood pressure based on the heart sound signals, electrocardiogram signals and pulse signals.
进一步地,在所述生理音信号包括心音/肺音信号时,上述步骤S20,还可以包括:Furthermore, when the physiological sound signal includes a heart sound/lung sound signal, the above step S20 may further include:
步骤S204,通过所述智能手表中的控制芯片,根据所述心音/肺音信号,确定所述智能手表端用户的所述心肺疾病数据,其中,所述心肺疾病数据包括:心衰、冠心病、瓣膜病、肺炎、湿罗音中的一种或者多种。Step S204, determining the cardiopulmonary disease data of the user of the smart watch according to the heart sound/lung sound signal through the control chip in the smart watch, wherein the cardiopulmonary disease data includes: one or more of heart failure, coronary heart disease, valvular disease, pneumonia, and moist rales.
可以理解的是,对于湿啰音相关的心肺疾病,气流通过有稀薄分泌物的支气管时引起液体震动或水泡破裂而产生。其特点为断续而短暂,多见于吸气相。具体分为粗湿性啰音、中湿性啰音、细湿性啰音(又称为大、中、小水泡音)、捻发音。并且主要见于支气管病变(慢性阻塞性肺疾病、支气管扩张)、感染性或非感染性肺部炎症、肺水肿、肺泡出血。不同类型的湿性啰音说明稀薄分泌物的主要存在部位不同,比如,肺炎时常常为细湿性啰音,急性肺水肿时粗、中、细湿性啰音可同时出现。 It is understandable that for cardiopulmonary diseases associated with wet rales, the airflow through the bronchi with thin secretions causes fluid vibration or bubble rupture. It is characterized by being intermittent and short-lived, and is more common in the inspiratory phase. It is specifically divided into coarse wet rales, moderate wet rales, fine wet rales (also known as large, medium, and small bubble sounds), and crepitus. And it is mainly seen in bronchial lesions (chronic obstructive pulmonary disease, bronchiectasis), infectious or non-infectious lung inflammation, pulmonary edema, and alveolar hemorrhage. Different types of wet rales indicate that the main location of thin secretions is different. For example, fine wet rales are often seen in pneumonia, and coarse, medium, and fine wet rales may appear at the same time in acute pulmonary edema.
而心力衰竭分为左心衰竭,右心衰竭和全心衰竭。当左心衰竭时,心脏听诊一般除患者固有心脏病的固有体征外,一般有心脏扩大及导致相对性二尖瓣关闭不全的反流性杂音,肺动脉瓣区第二心音亢进,及第三心音或第四心音奔马律。当右心衰竭时,心脏听诊可以触及有右心室显著增大,而出现三尖瓣关闭不全的反流性杂音。对于全心衰竭患者,由于左心及右心均出现增大,因此可能会出现二尖瓣,三尖瓣相对性关闭不全的反流性杂音。对于心力衰竭查体,一般可能无特殊临床表现,心脏听诊仅做一个辅助性参考Heart failure is divided into left heart failure, right heart failure and total heart failure. When the left heart fails, cardiac auscultation generally shows, in addition to the inherent signs of the patient's inherent heart disease, heart enlargement and regurgitation murmurs that lead to relative mitral regurgitation, hyperactive second heart sound in the pulmonary valve area, and gallop rhythm of the third or fourth heart sound. When the right heart fails, cardiac auscultation can detect significant enlargement of the right ventricle and the regurgitation murmur of tricuspid regurgitation. For patients with total heart failure, since both the left and right hearts are enlarged, regurgitation murmurs of relative mitral and tricuspid regurgitation may occur. For physical examination of heart failure, there may generally be no special clinical manifestations, and cardiac auscultation is only an auxiliary reference.
根据上述说明的心肺疾病特点,在本实施例中,可以利用生理音采集模块所采集的心音/肺音,对智能手表端用户的心肺疾病进行检测,其中,本实施例中的生理音采集模块可以为心音/肺音采集模块。According to the characteristics of cardiopulmonary diseases described above, in this embodiment, the heart sounds/lung sounds collected by the physiological sound collection module can be used to detect cardiopulmonary diseases of the user on the smart watch, wherein the physiological sound collection module in this embodiment can be a heart sound/lung sound collection module.
需要说明的是,在本实施例中,根据上述说明,心音/肺音采集模块包括至少一个骨传导传感器、加速度传感器、A+G惯性传感器、压电陶瓷、Force sensor(压力传感器)、或者振动检测传感器等,此模块固定在智能手表上,比如智能手表的表体或者表带,本实施例不对传感器的位置进行具体限定,可有效采集心音和肺音信号即可。It should be noted that, in this embodiment, according to the above description, the heart sound/lung sound acquisition module includes at least one bone conduction sensor, acceleration sensor, A+G inertial sensor, piezoelectric ceramic, Force sensor (pressure sensor), or vibration detection sensor, etc. This module is fixed on the smart watch, such as the body or strap of the smart watch. This embodiment does not specifically limit the position of the sensor, and can effectively collect heart sound and lung sound signals.
在此基础上,心音/肺音采集模块采集智能手表端用户的心脏跳动的信号和/或肺部呼吸的信号,并将该信号转变成电信号。而控制芯片在获取到该电信号后,将根据该电信号,计算智能手表端用户的心肺疾病数据。On this basis, the heart sound/lung sound acquisition module collects the heart beat signal and/or lung breathing signal of the smart watch user and converts the signal into an electrical signal. After acquiring the electrical signal, the control chip will calculate the cardiopulmonary disease data of the smart watch user based on the electrical signal.
在另一实施例中,控制芯片可以将上述心肺疾病数据保存在智能手表的存储模块中,同时,可以将该心肺疾病数据通过智能手表中的无线传输模块,传输到与智能手表连接的手机端APP或者云端数据中心,使得专业医生可通过保存在手机端APP或云端数据中心的数据,获取智能手表采集的心音/肺音,并根据心音/肺音的采集位置,进行心肺疾病相关的诊断和建议。In another embodiment, the control chip can save the above-mentioned cardiopulmonary disease data in the storage module of the smart watch. At the same time, the cardiopulmonary disease data can be transmitted to a mobile phone APP or a cloud data center connected to the smart watch through the wireless transmission module in the smart watch, so that professional doctors can obtain the heart sounds/lung sounds collected by the smart watch through the data saved in the mobile phone APP or the cloud data center, and make diagnoses and recommendations related to cardiopulmonary diseases based on the collection location of the heart sounds/lung sounds.
在一实施例中,在上述步骤S10,“分别通过智能手表中的生理音信号采集模块、心电信号采集模块和脉搏信号采集模块,采集智能手表端用户的心音信号、心电信号和脉搏信号”之后,还可以包括:In one embodiment, after the above step S10, "collecting the heart sound signal, electrocardiogram signal and pulse signal of the user of the smart watch through the physiological sound signal collection module, electrocardiogram signal collection module and pulse signal collection module in the smart watch respectively", the following may also be included:
在所述智能手表未采集到所述心音信号时,判断当前心音信号采集时长是否超过预设心音采集时间;When the smart watch fails to collect the heart sound signal, determining whether the current heart sound signal collection time exceeds a preset heart sound collection time;
若所述当前心音信号采集时长超过所述预设心音采集时长,则触发针对所述智能手表的佩戴姿势调整指令,并通过所述佩戴姿势调整指令,提醒所 述智能手表端用户调整智能手表佩戴位置和/或心音信号采集位置。If the current heart sound signal collection time exceeds the preset heart sound collection time, a wearing posture adjustment instruction for the smart watch is triggered, and the wearing posture adjustment instruction is used to remind the smart watch. The user of the smart watch adjusts the wearing position of the smart watch and/or the heart sound signal collection position.
需要说明的是,在本实施例中,如图6所示,考虑到用户在佩戴智能手表进行血压测量时,需要将佩戴的智能手表紧贴胸腔位置,因此容易存在用户未将智能手表置于正确的心音信号采集位置或者智能手表的表体未紧贴用户手腕等问题,为了避免上述问题引起的血压测量误差较大,智能手表还需确定是否采集到心音信号。值得注意的是,若是智能手表能够采集到心音信号,则意味着智能手表佩戴正确且用户操作正确,此时也更能保证采集到心电信号和脉搏信号。It should be noted that in this embodiment, as shown in FIG6 , considering that when the user wears a smart watch to measure blood pressure, the smart watch needs to be placed close to the chest, so it is easy for the user to not place the smart watch in the correct position to collect heart sound signals or the body of the smart watch is not close to the user's wrist. In order to avoid the large blood pressure measurement error caused by the above problems, the smart watch needs to determine whether the heart sound signal is collected. It is worth noting that if the smart watch can collect heart sound signals, it means that the smart watch is worn correctly and the user operates correctly, and at this time it is more likely to collect electrocardiogram signals and pulse signals.
具体地,例如,在智能手表未能够采集到心音信号时,需进一步判断当前心音信号采集时长是否超过预设心音采集时长,其中,当前心音信号采集时长是指智能手表当前处于心音采集状态的时长,而预设心音采集时长是指智能手表采集心音信号一般所需时长,在本实施例中不对预设心音采集时长做具体限定。若是判断到当前心音信号采集时长未超过预设心音采集时长,则通过智能手表的语音模块或者显示模块触发佩戴姿势调整指令,提醒智能手表端用户及时调整智能手表佩戴姿势和/或心音信号采集位置。Specifically, for example, when the smart watch fails to collect heart sound signals, it is necessary to further determine whether the current heart sound signal collection duration exceeds the preset heart sound collection duration, wherein the current heart sound signal collection duration refers to the duration that the smart watch is currently in the heart sound collection state, and the preset heart sound collection duration refers to the duration generally required for the smart watch to collect heart sound signals. In this embodiment, no specific limitation is made to the preset heart sound collection duration. If it is determined that the current heart sound signal collection duration does not exceed the preset heart sound collection duration, the wearing posture adjustment instruction is triggered through the voice module or display module of the smart watch, reminding the user of the smart watch to adjust the wearing posture of the smart watch and/or the heart sound signal collection position in time.
在另一实施例中,智能手表若是当前心音信号采集时长超过预设心音采集时长,为了提醒血压测量效率,将直接结束此次血压测量操作,同时触发血压测量失败提醒,在该血压测量失败提醒中包含了失败原因,比如未采集到心音信号等,以提醒用户正确进行下次血压测量操作。In another embodiment, if the current heart sound signal collection time of the smart watch exceeds the preset heart sound collection time, in order to remind the blood pressure measurement efficiency, the blood pressure measurement operation will be directly ended, and a blood pressure measurement failure reminder will be triggered. The blood pressure measurement failure reminder includes the reason for the failure, such as failure to collect heart sound signals, etc., to remind the user to correctly perform the next blood pressure measurement operation.
因此,在本发明中,智能手表根据生理音信号、心电信号和脉搏信号进行血压测量以及心肺疾病测量的方式,提升了生理数据测量的准确性,实现了精准高效的血压测量和心肺疾病测量。并且,本发明能够触发智能手表佩戴提醒,指导用户能够正确佩戴智能手表且以正确操作进行生理数据测量,保证了所测得的生理数据的质量,也简化了生理测量操作,提升了用户测量血压以及心肺疾病时的体验。另外,本发明为了避免采集到无效信号,导致所测得的生理数据无法准确反映用户健康状态,预先判断所采集的生理音信号、心电信号和脉搏信号的信号质量是否符合对应的预设质量阈值,也极大程度地提升了所采集信号的质量,进而提升了所测得的生理数据的准确性。另外,在本发明中避免了利用无效的信号进行血压计算导致血压测量值存在极大误差,并在采集到无效信号后,能够根据当前血压测量时长确定是结束 此次血压测量操作还是继续重新采集信号,排除了无效信号对生理数据计算的干扰,极大程度上提升了生理数据测量效率,并提升了血压以及心肺疾病检测精度,在此基础上,为后续用户健康状态监测提供了可靠的数据。同时,解决了由于用户未将智能手表置于正确的生理音信号采集位置或者智能手表的表体未紧贴用户手腕等原因造成的血压和生理音测量误差较大的问题。Therefore, in the present invention, the smart watch measures blood pressure and cardiopulmonary diseases based on physiological sound signals, electrocardiogram signals and pulse signals, thereby improving the accuracy of physiological data measurement and achieving accurate and efficient blood pressure measurement and cardiopulmonary disease measurement. In addition, the present invention can trigger a reminder to wear the smart watch, guiding the user to wear the smart watch correctly and measure physiological data with correct operation, thereby ensuring the quality of the measured physiological data, simplifying the physiological measurement operation, and improving the user's experience when measuring blood pressure and cardiopulmonary diseases. In addition, in order to avoid collecting invalid signals, which may cause the measured physiological data to fail to accurately reflect the user's health status, the present invention pre-determines whether the signal quality of the collected physiological sound signals, electrocardiogram signals and pulse signals meets the corresponding preset quality thresholds, thereby greatly improving the quality of the collected signals and thus improving the accuracy of the measured physiological data. In addition, the present invention avoids the use of invalid signals for blood pressure calculations, resulting in large errors in blood pressure measurement values, and after collecting invalid signals, it can determine whether to end the measurement based on the current blood pressure measurement duration. This blood pressure measurement operation still continues to re-collect signals, eliminating the interference of invalid signals on physiological data calculation, greatly improving the efficiency of physiological data measurement, and improving the accuracy of blood pressure and cardiopulmonary disease detection. On this basis, it provides reliable data for subsequent user health status monitoring. At the same time, it solves the problem of large errors in blood pressure and physiological sound measurement caused by users not placing the smart watch in the correct physiological sound signal collection position or the body of the smart watch not being close to the user's wrist.
此外,本发明实施例还提出一种计算机可读存储介质,所述存储介质上存储有血压测量程序,所述血压测量程序被处理器执行时实现如下所述的生理数据测量方法的步骤。In addition, an embodiment of the present invention further proposes a computer-readable storage medium, on which a blood pressure measurement program is stored. When the blood pressure measurement program is executed by a processor, the steps of the physiological data measurement method described below are implemented.
本发明血压测量设备和计算机可读存储介质各实施例,均可参照本发明生理数据测量方法各个实施例,此处不再赘述。The various embodiments of the blood pressure measurement device and the computer-readable storage medium of the present invention may refer to the various embodiments of the physiological data measurement method of the present invention, which will not be described in detail here.
需要说明的是,在本文中,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、物品或者系统不仅包括那些要素,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、物品或者系统所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括该要素的过程、方法、物品或者系统中还存在另外的相同要素。It should be noted that, in this article, the terms "include", "comprises" or any other variations thereof are intended to cover non-exclusive inclusion, so that a process, method, article or system including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or system. In the absence of further restrictions, an element defined by the sentence "comprises a ..." does not exclude the existence of other identical elements in the process, method, article or system including the element.
上述本发明实施例序号仅仅为了描述,不代表实施例的优劣。The serial numbers of the above embodiments of the present invention are only for description and do not represent the advantages or disadvantages of the embodiments.
通过以上的实施方式的描述,本领域的技术人员可以清楚地了解到上述实施例方法可借助软件加必需的通用硬件平台的方式来实现,当然也可以通过硬件,但很多情况下前者是更佳的实施方式。基于这样的理解,本发明的技术方案本质上或者说对现有技术做出贡献的部分可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(如ROM/RAM、磁碟、光盘)中,包括若干指令用以使得一台终端设备(可以是可穿戴设备、定位器、智能手机和平板电脑、服务器或者其它网络设备等)执行本发明各个实施例所述的方法。Through the description of the above implementation methods, those skilled in the art can clearly understand that the above-mentioned embodiment methods can be implemented by means of software plus a necessary general hardware platform, and of course by hardware, but in many cases the former is a better implementation method. Based on such an understanding, the technical solution of the present invention is essentially or the part that contributes to the prior art can be embodied in the form of a software product, which is stored in a storage medium (such as ROM/RAM, a disk, or an optical disk), and includes a number of instructions for a terminal device (which can be a wearable device, a locator, a smart phone and a tablet computer, a server or other network device, etc.) to execute the methods described in each embodiment of the present invention.
以上仅为本发明的优选实施例,并非因此限制本发明的专利范围,凡是利用本发明说明书及附图内容所作的等效结构或等效流程变换,或直接或间接运用在其他相关的技术领域,均同理包括在本发明的专利保护范围内。 The above are only preferred embodiments of the present invention, and are not intended to limit the patent scope of the present invention. Any equivalent structure or equivalent process transformation made using the contents of the present invention specification and drawings, or directly or indirectly applied in other related technical fields, are also included in the patent protection scope of the present invention.

Claims (13)

  1. 一种智能手表,其特征在于,所述智能手表包括:A smart watch, characterized in that the smart watch comprises:
    生理音信号采集模块,用于采集生理音信号;A physiological sound signal acquisition module, used for acquiring physiological sound signals;
    心电信号采集模块,用于采集心电信号;An ECG signal acquisition module, used for acquiring ECG signals;
    脉搏信号采集模块,用于采集脉搏信号;A pulse signal acquisition module, used for acquiring pulse signals;
    控制芯片,用于根据所述生理音信号、所述心电信号和/或所述脉搏信号,确定所述智能手表端用户的生理数据,其中,所述生理数据包含血压数据、心肺疾病中的一种或者多种。The control chip is used to determine the physiological data of the user of the smart watch according to the physiological sound signal, the electrocardiogram signal and/or the pulse signal, wherein the physiological data includes one or more of blood pressure data and cardiopulmonary diseases.
  2. 如权利要求1所述的智能手表,其特征在于,所述生理音信号采集模块包括至少一个骨传导传感器、加速度传感器、惯性传感器、压电陶瓷、压力传感器、振动检测传感器中的一个或者多个;所述心电信号采集模块包括至少两个心电电极,所述脉搏信号采集模块包括LED光源和探测器。The smart watch as described in claim 1 is characterized in that the physiological sound signal acquisition module includes at least one or more of a bone conduction sensor, an acceleration sensor, an inertial sensor, a piezoelectric ceramic, a pressure sensor, and a vibration detection sensor; the ECG signal acquisition module includes at least two ECG electrodes, and the pulse signal acquisition module includes an LED light source and a detector.
  3. 如权利要求2所述的智能手表,其特征在于,所述生理音采集模块可安装于智能手表表体和/或智能手表表带。The smart watch as described in claim 2 is characterized in that the physiological sound collection module can be installed on the smart watch body and/or the smart watch strap.
  4. 如权利要求2所述的智能手表,其特征在于,所述心电电极至少包括第一电极和第二电极,其中,所述第一电极安装于智能手表表体的底壳,所述第二电极安装于智能手表表体的顶壳或侧壁。The smart watch as described in claim 2 is characterized in that the ECG electrode includes at least a first electrode and a second electrode, wherein the first electrode is installed on the bottom shell of the smart watch body, and the second electrode is installed on the top shell or side wall of the smart watch body.
  5. 如权利要求4所述的智能手表,其特征在于,所述心电电极还包括第三电极,所述第三电极安装于智能手表表体的底壳。The smart watch as described in claim 4 is characterized in that the ECG electrode also includes a third electrode, and the third electrode is installed on the bottom shell of the smart watch body.
  6. 如权利要求2所述的智能手表,其特征在于,所述LED光源和所述探测器安装于智能手表表体的底壳。The smart watch as described in claim 2 is characterized in that the LED light source and the detector are installed on the bottom shell of the smart watch body.
  7. 如权利要求1所述的智能手表,其特征在于,所述智能手表,还包括:The smart watch according to claim 1, characterized in that the smart watch further comprises:
    生理音信号分析模块,用于对所述生理音信号采集模块采集的生理音信号进行分析处理,并将分析处理后的生理音信号发送至所述控制芯片; A physiological sound signal analysis module, used for analyzing and processing the physiological sound signals collected by the physiological sound signal collection module, and sending the analyzed and processed physiological sound signals to the control chip;
    心电信号分析模块,用于对所述心电信号采集模块采集的心电信号进行分析处理,并将分析处理后的心电信号发送至所述控制芯片;An ECG signal analysis module, used for analyzing and processing the ECG signals collected by the ECG signal collection module, and sending the analyzed and processed ECG signals to the control chip;
    脉搏信号分析模块,用于对所述脉搏信号采集模块采集的脉搏信号进行分析处理,并将分析处理后的脉搏信号发送至所述控制芯片。The pulse signal analysis module is used to analyze and process the pulse signal collected by the pulse signal collection module, and send the analyzed and processed pulse signal to the control chip.
  8. 如权利要求1所述的智能手表,其特征在于,所述智能手表,还包括:语音模块和/或显示模块和/或振动模块,所述语音模块、显示模块以及振动模块用于提醒智能手表端用户将所述智能手表佩戴于腕部,使得所述心电信号采集模块中位于所述智能手表底壳的心电电极紧贴所述智能手表端用户的腕部,并提示所述智能手表端用户将佩戴的智能手表紧贴于胸腔位置的同时,使用未佩戴智能手表的另一只手轻触所述心电信号采集模块中位于智能手表表体顶部或者侧壁的心电电极。The smart watch as described in claim 1 is characterized in that the smart watch also includes: a voice module and/or a display module and/or a vibration module, and the voice module, the display module and the vibration module are used to remind the smart watch end user to wear the smart watch on the wrist, so that the ECG electrode located on the bottom shell of the smart watch in the ECG signal acquisition module is close to the wrist of the smart watch end user, and the smart watch end user is prompted to keep the smart watch worn close to the chest position, and use the other hand that is not wearing the smart watch to lightly touch the ECG electrode located on the top or side wall of the smart watch body in the ECG signal acquisition module.
  9. 如权利要求1所述的智能手表,其特征在于,所述控制芯片还用于判断所述生理音信号、所述心电信号和所述脉搏信号的信号质量是否大于对应的预设质量阈值,以在各个所述信号质量都大于对应的预设质量阈值时确定所述智能手表端用户的生理数据。The smart watch as described in claim 1 is characterized in that the control chip is also used to determine whether the signal quality of the physiological sound signal, the electrocardiogram signal and the pulse signal is greater than the corresponding preset quality threshold, so as to determine the physiological data of the user of the smart watch when the quality of each signal is greater than the corresponding preset quality threshold.
  10. 一种生理数据测量方法,其特征在于,所述生理数据测量方法应用于如权利要求1-9任一项所述的智能手表,所述方法包括:A physiological data measurement method, characterized in that the physiological data measurement method is applied to the smart watch according to any one of claims 1 to 9, and the method comprises:
    分别通过所述智能手表中的生理音信号采集模块、心电信号采集模块和脉搏信号采集模块,采集智能手表端用户的生理音信号、心电信号和脉搏信号;Collecting the physiological sound signal, electrocardiogram signal and pulse signal of the user of the smart watch through the physiological sound signal collection module, electrocardiogram signal collection module and pulse signal collection module in the smart watch respectively;
    通过所述智能手表中的控制芯片,根据所述生理音信号、所述心电信号和/或所述脉搏信号,确定所述智能手表端用户的生理数据,其中,所述生理数据包含血压数据、心肺疾病中的一种或者多种。The control chip in the smart watch determines the physiological data of the user of the smart watch according to the physiological sound signal, the electrocardiogram signal and/or the pulse signal, wherein the physiological data includes one or more of blood pressure data and cardiopulmonary diseases.
  11. 如权利要求10所述的生理数据测量方法,其特征在于,在所述生理音信号包括心音信号时,所述根据所述生理音信号、所述心电信号和所述脉搏信号,确定所述智能手表端用户的生理数据的步骤,包括: The physiological data measurement method according to claim 10, characterized in that when the physiological sound signal includes a heart sound signal, the step of determining the physiological data of the user on the smart watch end according to the physiological sound signal, the electrocardiogram signal and the pulse signal comprises:
    通过所述智能手表中的控制芯片,根据所述心音信号、所述心电信号和所述脉搏信号,确定所述智能手表端用户的所述血压数据。The blood pressure data of the user on the smart watch is determined by the control chip in the smart watch according to the heart sound signal, the electrocardiogram signal and the pulse signal.
  12. 如权利要求11所述的生理数据测量方法,其特征在于,在所述根据所述心音信号、所述心电信号和所述脉搏信号,确定所述智能手表端用户的血压数据的步骤之前,还包括:The physiological data measurement method according to claim 11, characterized in that before the step of determining the blood pressure data of the user on the smart watch according to the heart sound signal, the electrocardiogram signal and the pulse signal, it also includes:
    分别判断所述心音信号、所述心电信号和所述脉搏信号的信号质量是否大于对应的预设质量阈值;respectively determining whether the signal qualities of the heart sound signal, the electrocardiogram signal, and the pulse signal are greater than corresponding preset quality thresholds;
    若是,则执行根据所述心音信号、所述心电信号和所述脉搏信号,确定所述智能手表端用户的血压数据的步骤。If so, the step of determining the blood pressure data of the user on the smart watch according to the heart sound signal, the electrocardiogram signal and the pulse signal is performed.
  13. 如权利要求10所述的生理数据测量方法,其特征在于,在所述生理音信号包括心音/肺音信号时,所述通过所述智能手表中的控制芯片,根据所述生理音信号,确定所述智能手表端用户的生理数据的步骤,包括:The physiological data measurement method according to claim 10, characterized in that when the physiological sound signal includes a heart sound/lung sound signal, the step of determining the physiological data of the user of the smart watch end according to the physiological sound signal through the control chip in the smart watch comprises:
    通过所述智能手表中的控制芯片,根据所述心音/肺音信号,确定所述智能手表端用户的所述心肺疾病数据,其中,所述心肺疾病数据包括:心衰、冠心病、瓣膜病、肺炎、湿罗音中的一种或者多种。 The cardiopulmonary disease data of the user of the smart watch is determined by the control chip in the smart watch according to the heart sound/lung sound signal, wherein the cardiopulmonary disease data includes one or more of heart failure, coronary heart disease, valvular disease, pneumonia, and moist rales.
PCT/CN2023/126160 2022-10-31 2023-10-24 Smartwatch and physiological data measurement method WO2024093723A1 (en)

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