WO2019213874A1 - Blood oxygen saturation measurement method and device, smart wearable device - Google Patents

Blood oxygen saturation measurement method and device, smart wearable device Download PDF

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Publication number
WO2019213874A1
WO2019213874A1 PCT/CN2018/086189 CN2018086189W WO2019213874A1 WO 2019213874 A1 WO2019213874 A1 WO 2019213874A1 CN 2018086189 W CN2018086189 W CN 2018086189W WO 2019213874 A1 WO2019213874 A1 WO 2019213874A1
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WO
WIPO (PCT)
Prior art keywords
blood oxygen
oxygen saturation
value
wearable device
ratio
Prior art date
Application number
PCT/CN2018/086189
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French (fr)
Chinese (zh)
Inventor
王晓虎
Original Assignee
高驰运动科技(深圳)有限公司
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Publication date
Application filed by 高驰运动科技(深圳)有限公司 filed Critical 高驰运动科技(深圳)有限公司
Priority to PCT/CN2018/086189 priority Critical patent/WO2019213874A1/en
Publication of WO2019213874A1 publication Critical patent/WO2019213874A1/en

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    • 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

Definitions

  • the present invention relates to the field of medical monitoring technology and the field of smart wearable devices, and in particular, to a method and device for detecting blood oxygen saturation and a smart wearable device.
  • some physiological data monitoring functions of the human body are integrated, such as monitoring of physiological data such as blood pressure, blood oxygen, heartbeat, etc., which can be worn by the wearer.
  • physiological data such as blood pressure, blood oxygen, heartbeat, etc.
  • Relevant physiological data for monitoring and feedback can improve the wearer's experience in using the wearable device.
  • the blood oxygen sensor detects the blood oxygen saturation (SpO 2) by the reflective photoelectric principle, and is irradiated by the photoelectric receiver after the two different wavelengths of red light 600-700 nm and infrared light 800-1000 nm respectively.
  • the electrical signal is calculated by calculating the ratio of the alternating current amplitude to the direct current amplitude of the red light signal and the ratio of the alternating current amplitude to the direct current amplitude of the infrared light signal, and then calculating the ratio of the two, and the correlation between the ratio and the blood oxygen saturation can be calculated. Bleeding oxygen saturation value.
  • the DC signal is mainly the intrinsic reflection of human skin, blood vessels and other tissues. When the tissue is pressed, the reflectivity changes. Because the signal intensity detected by the reflective oxygen saturation is low, the DC ratio in the photoelectric signal is high. . This can cause minor oppressions that have a large impact on the end result.
  • the blood oxygen sensor when the blood oxygen sensor is applied to a device such as a wearable smart watch or a wearable wearable device, the wearer wears the strap during the wearing process or the wear of the wearable device to the blood oxygen
  • the saturation value has a significant effect, which reduces the accuracy of the oxygen saturation measurement.
  • the wearer wears the strap during the wearing process or the wearable device of the wearable device.
  • the technical problem of insufficient accuracy of oxygen saturation measurement caused by the obvious influence of the oxygen saturation value and a method and device for detecting blood oxygen saturation, intelligent wearable device, and computer readable medium.
  • a method of detecting blood oxygen saturation is presented.
  • a method of detecting blood oxygen saturation the method being based on a smart wearable device including a blood oxygen sensor, the wearable device further comprising a pressure sensor disposed on the smart wearable device, the pressure sensor being available And detecting a wearing pressure value of the smart wearable device during wearing;
  • the method includes:
  • the initial blood oxygen saturation value is filtered according to the preset pressure calibration data model and the target pressure value to obtain a corrected blood oxygen saturation value corresponding to the initial blood oxygen saturation value.
  • the blood oxygen sensor further includes an infrared light emitting unit, a red light emitting unit, and a light detecting unit;
  • step of obtaining, by the blood oxygen sensor, an initial blood oxygen saturation value corresponding to the detected photoelectric signal further comprising:
  • the infrared light emitting unit emits infrared light to the object to be measured, and the red light emitting unit emits red light to the object to be tested;
  • the step of determining the initial blood oxygen saturation value by calculating a ratio of the first ratio to the second ratio further includes:
  • the initial blood oxygen saturation value is calculated according to a preset physiological data model and a ratio of the first ratio to the second ratio.
  • the method further includes:
  • the initial blood oxygen saturation value is filtered according to the preset pressure calibration data model and the target pressure value to obtain a value corresponding to the initial blood oxygen saturation value.
  • the steps of correcting the oxygen saturation value further include:
  • the pressure sensor is a resistive pressure sensor or an inductive pressure sensor.
  • a blood oxygen saturation detecting device is proposed.
  • a blood oxygen saturation detecting device based on a smart wearable device including a blood oxygen sensor, the wearable device further comprising a pressure sensor disposed on the smart wearable device, the pressure sensor being available And detecting a wearing pressure value of the smart wearable device during wearing;
  • the device includes:
  • a blood oxygen saturation value detecting module configured to acquire, by the blood oxygen sensor, an initial blood oxygen saturation value corresponding to the detected photoelectric signal
  • a pressure detecting module configured to detect, by the pressure sensor, a wearing pressure value of the smart wearable device during wearing as a target pressure value
  • a data correction module configured to filter the initial blood oxygen saturation value according to a preset pressure calibration data model and the target pressure value, to obtain a corrected blood oxygen saturation corresponding to the initial blood oxygen saturation value value.
  • the blood oxygen sensor further includes an infrared light emitting unit, a red light emitting unit, and a light detecting unit;
  • the blood oxygen saturation value detecting module is further configured to emit infrared light to the object to be measured by the infrared light emitting unit, and emit red light to the object to be measured by the red light emitting unit; and pass the light detecting unit Receiving an optical signal corresponding to the infrared light and the red light reflected by the measured object, and converting the optical signal into an electrical signal by a photoreceiver; calculating a red light signal received by the light detecting unit Calculating a second ratio of an alternating current amplitude of the infrared light signal received by the light detecting unit to a direct current amplitude, and calculating a ratio of the first ratio to the second ratio by determining a first ratio of the amplitude of the alternating current to the direct current amplitude
  • the initial oxygen saturation value is described.
  • the blood oxygen saturation value detecting module is further configured to calculate the initial according to a preset physiological data model and a ratio of the first ratio to the second ratio Blood oxygen saturation value.
  • the device further includes a pressure determining module, configured to determine whether the target pressure value exceeds a preset pressure value threshold interval; and the target pressure value exceeds a preset pressure value threshold In the case of the interval, the prompt information is generated and prompted to prompt the user to wear too loose or too tight; and the data correction module is invoked if the target pressure value does not exceed the preset pressure value threshold interval.
  • a pressure determining module configured to determine whether the target pressure value exceeds a preset pressure value threshold interval; and the target pressure value exceeds a preset pressure value threshold In the case of the interval, the prompt information is generated and prompted to prompt the user to wear too loose or too tight; and the data correction module is invoked if the target pressure value does not exceed the preset pressure value threshold interval.
  • the data correction module is further configured to acquire, in a database corresponding to the preset pressure calibration data model, a target pressure calibration data model corresponding to the target pressure value, according to the The target pressure calibration data model filters the initial blood oxygen saturation value to obtain the corrected blood oxygen saturation value corresponding to the initial blood oxygen saturation value.
  • the pressure sensor is a resistive pressure sensor or an inductive pressure sensor.
  • a smart wearable device is presented.
  • a smart wearable device comprising a blood oxygen saturation detecting device as described above.
  • the smart wearable device comprises a housing, the blood oxygen sensor is disposed inside the housing, and the pressure sensor is disposed inside or outside the housing.
  • the housing is provided with an aperture through which light passes, and infrared light emitted by the infrared light emitting unit emits infrared light through the aperture, and the red light emitting unit emits The red light emits infrared light through the aperture in the radial direction, and the light detecting unit receives the optical signal returned by the measured object through the aperture.
  • the number of the apertures is one or three.
  • a computer readable medium is presented.
  • a computer readable storage medium comprising computer instructions that, when executed on a computer, cause the computer to perform a method of detecting blood oxygen saturation as previously described.
  • the pressure sensor is set at the wearing position of the smart wearable device, the wearing pressure during the wearing process is detected, and the detected blood oxygen saturation value is performed by the preset pressure calibration data model. Filter calibration to improve the accuracy of blood oxygen saturation detection.
  • FIG. 1 is a schematic structural diagram of an intelligent wearable device in an embodiment
  • FIG. 2 is a schematic flow chart of a method for detecting blood oxygen saturation in an embodiment
  • FIG. 3 is a schematic structural view of a blood oxygen sensor in an embodiment
  • FIG. 4 is a schematic flow chart of a method for calculating an initial blood oxygen saturation value in one embodiment
  • Figure 5 is a schematic view showing the structure of a blood oxygen sensor in an embodiment
  • FIG. 6 is a schematic structural view of a blood oxygen sensor in an embodiment
  • FIG. 7 is a schematic flow chart of a pressure judging process in an embodiment
  • FIG. 8 is a schematic flow chart of a method for detecting blood oxygen saturation in an embodiment
  • Figure 9 is a schematic structural view of a blood oxygen saturation detecting device in an embodiment
  • Figure 10 is a block diagram showing the construction of a computer apparatus for operating the aforementioned method for detecting blood oxygen saturation in one embodiment.
  • the wearer wears the strap during the wearing process or the wearable wearable device of the wearable device.
  • the oxygen saturation value may have a significant influence on the technical problem of insufficient accuracy of blood oxygen saturation measurement.
  • a method for detecting blood oxygen saturation is proposed, and the implementation of the method may depend on A computer program executable on a von Neumann system-based computer system, which may be a data-corrected application based on blood oxygen saturation detection, or a control program for blood oxygen saturation measurement.
  • the computer system may be a computer device such as a smartphone, tablet, personal computer or the like running the above computer program or a smart wearable device running the above computer program.
  • the foregoing method for detecting blood oxygen saturation may be performed based on a smart wearable device provided with a blood oxygen sensor capable of detecting blood oxygen saturation, or with the wearable device. Connected computer equipment.
  • the above method for detecting blood oxygen saturation is performed based on the smart wearable device 10 including the blood oxygen sensor 100 and the pressure sensor 200 as shown in FIG. 1, that is, the blood oxygen sensor and the pressure sensor are disposed, for example, in intelligence.
  • a device such as a watch or a wearable device; wherein the blood oxygen sensor can be used to detect the oxygen saturation of the wearer, and the pressure sensor can be used to detect the wear pressure of the wearer during the wearing of the wearable device, for example Detecting the magnitude of the pressure value of the wristband on the wrist during the wearing of the smart watch, and detecting, for example, the pressure of the wearable device on the head during wear of the wearable wearable device by the wearer The size of the value.
  • the above method for detecting blood oxygen saturation includes the following steps S1-S3:
  • Step S1 Acquire an initial blood oxygen saturation value corresponding to the detected photoelectric signal by the blood oxygen sensor.
  • the blood oxygen sensor adopts the reflective photoelectric principle. After two different wavelengths of red light 600 ⁇ 700nm and infrared light 800 ⁇ 1000nm respectively, the irradiated tissue is reflected and converted into an electrical signal by the photoelectric receiver, and the red light signal is exchanged. The ratio of the amplitude to the DC amplitude and the ratio of the amplitude of the infrared light signal to the DC amplitude are calculated, and the ratio of the ratio is correlated with the oxygen saturation to calculate the blood oxygen saturation value. That is to say, the blood oxygen sensor can detect the parameter corresponding to the oxygen saturation of the wearer wearing the corresponding smart wearable device and the specific value, that is, the blood oxygen saturation value.
  • the wearing pressure may cause the corresponding wearing pressure to be different, that is, the skin measured by the blood oxygen sensor may be subjected to different pressures, thereby There is a certain deviation in the blood oxygen saturation value. Therefore, in the present embodiment, the blood oxygen saturation value detected in this step is the initial blood oxygen saturation value.
  • the blood oxygen sensor 100 further includes an infrared light emitting unit 101, a red light emitting unit 102, and a light detecting unit 103, wherein the infrared light emitting unit is used for the object to be tested.
  • the skin tissue transmits infrared light, and wherein the infrared light corresponds to a wavelength of 800 to 1000 nm
  • the red light emitting unit is configured to send red light to the skin tissue of the object to be tested, wherein the red light corresponds to a wavelength of 600 to 700 nm
  • the light detecting unit It is used to receive an optical signal reflected back from the skin tissue of the subject and convert it into an electrical signal to determine blood oxygen saturation.
  • the initial blood oxygen saturation value corresponding to the detected photoelectric signal is obtained by the blood oxygen sensor, and further includes the following steps S11-S14:
  • Step S11 emitting infrared light to the object to be measured by the infrared light emitting unit, and emitting red light to the object to be measured by the red light emitting unit;
  • Step S12 receiving, by the light detecting unit, an optical signal corresponding to the infrared light and the red light reflected by the measured object, and converting the optical signal into an electrical signal by using a photoelectric receiver;
  • Step S13 calculating a first ratio of an alternating current amplitude and a direct current amplitude of the red light signal received by the light detecting unit, and calculating a second ratio of an alternating current amplitude and a direct current amplitude of the infrared light signal received by the light detecting unit;
  • Step S14 determining the initial blood oxygen saturation value by calculating a ratio of the first ratio to the second ratio.
  • the infrared light emitting unit and the red light emitting unit respectively generate infrared light and red light to the skin tissue of the object to be measured, and then the light detecting unit detects and receives the light signal reflected by the skin tissue, and converts it through the photoelectric receiver. Into the electrical signal. Then, for the infrared light and the red light, respectively calculate the ratio between the AC amplitude and the DC amplitude in the electrical signal converted by the reflected optical signal, that is, the first ratio corresponding to the red light and the second ratio corresponding to the infrared light . Finally, the corresponding blood oxygen saturation value, ie the initial blood oxygen saturation value, is calculated by calculating the ratio between the first ratio and the second ratio.
  • the ratio between the first ratio and the second ratio is not directly equal to the blood oxygen saturation value, but needs to be based on the correspondence between the ratio and the blood oxygen saturation value. To determine the oxygen saturation value.
  • step S14 is: determining the initial blood oxygen saturation value by calculating a ratio of the first ratio to the second ratio, further comprising step S141:
  • Step S141 Calculate the initial blood oxygen saturation value according to a preset physiological data model and a ratio of the first ratio to the second ratio.
  • the corresponding data comparison table or calculation coefficient is obtained in advance, for example, a reference blood glucose saturation tester is used to obtain a comparison relationship between the above ratio and the blood oxygen saturation value.
  • calculating a coefficient as the preset physiological data model for calculating an initial blood oxygen saturation value based on the ratio That is, the blood oxygen saturation value corresponding to the ratio, that is, the initial blood oxygen saturation value, is calculated by the ratio of the first ratio to the second ratio, and the data comparison table and the calculation coefficient included in the physiological data model.
  • Step S2 detecting, by the pressure sensor, a wearing pressure value of the smart wearable device during wearing as a target pressure value.
  • a pressure sensor is installed inside or outside the housing of the device in which the blood oxygen sensor is located for detecting the wearing pressure of the wearer during the wearing of the smart wearable device.
  • the pressure sensor is an inductive pressure sensor when the pressure sensor is mounted inside the housing, and the pressure sensor is a resistive pressure sensor when the pressure sensor is mounted outside the housing. During the wearing process, the pressure sensor is attached to the skin of the subject to monitor the wearing pressure.
  • FIG. 5 an example of the mounting of the pressure sensor 200 in a particular embodiment is shown.
  • the pressure sensor 200 is secured to the housing 300 by deformation of the housing 300.
  • the pressure is detected and the housing 300 has an aperture for light to pass through.
  • the pressure sensor 200 is circular, the blood oxygen sensor 100 is disposed on a mounting plate 400, and then the mounting plate 400, the pressure sensor 200, and the housing 300 are fixed together; as shown in FIG.
  • the pressure sensor is a rectangle 200, and the pressure sensor is fixed to the blood oxygen sensor 100 and the housing 300.
  • step S2 the execution of step S2 is triggered in the case where the smart wearable device is worn and the related operation of the blood oxygen saturation detection is initiated. It should be noted that, in this embodiment, the steps S1 and S2 may be performed sequentially, or may be performed in reverse order, or may be performed synchronously. In this embodiment, the execution order of the steps S1 and S2 is not limited. .
  • Step S3 Filtering the initial blood oxygen saturation value according to the preset pressure calibration data model and the target pressure value to obtain a corrected blood oxygen saturation value corresponding to the initial blood oxygen saturation value.
  • the blood oxygen saturation of the same object is tested according to a standard blood oxygen saturation tester and a current blood oxygen sensor or a smart wearable device including a blood oxygen sensor, and the corresponding measurement is performed synchronously.
  • the pressure value establishes a correlation between the pressure value, the standard oxygen saturation value, and the initial blood oxygen saturation value detected by the blood oxygen sensor. Based on the sample number, the pressure calibration data model can be used to calibrate the blood oxygen data detected by the blood oxygen sensor to obtain more accurate blood oxygen data.
  • the initial blood oxygen saturation value is filtered according to the pressure calibration data model and the detected target pressure value, thereby correcting the influence of the wearing pressure on the blood oxygen saturation value, and obtaining a more accurate blood oxygen saturation. value.
  • the influence of the different wearing pressure values on the blood oxygen saturation value is also different, that is, the influence of the pressure value change and the blood oxygen saturation value error has more than a simple linear influence, therefore,
  • different filter calibration modes can also be set for different pressure values.
  • the initial blood oxygen saturation value is filtered according to the preset pressure calibration data model and the target pressure value, and the corrected blood oxygen saturation corresponding to the initial blood oxygen saturation value is obtained.
  • the method further includes: acquiring, in a database corresponding to the preset pressure calibration data model, a target pressure calibration data model corresponding to the target pressure value, and calibrating the data model to the initial blood oxygen according to the target pressure
  • the saturation value is subjected to a filtering process to obtain the corrected blood oxygen saturation value corresponding to the initial blood oxygen saturation value.
  • the pressure calibration data model is a set of multiple pressure calibration data models for different pressure values, and after determining the target pressure value, determining a target pressure calibration data model corresponding to the pressure value, and determining according to the determination
  • the target pressure calibration data model performs a filter calibration process on the initial blood oxygen saturation value, and finally corrects the blood oxygen saturation value after the correction, thereby further improving the accuracy of the blood oxygen saturation value measurement.
  • the blood oxygen saturation value may be greatly deviated, and the filter correction may be greatly degraded in the latter case. It is not necessary to perform subsequent filtering correction, and the user is directly prompted to correct the wearing mode.
  • step S2 after the pressure sensor detects the wearing pressure value of the smart wearable device as the target pressure value, as shown in FIG. 7, the following steps S22-S3 are further included:
  • Step S21 determining whether the target pressure value exceeds a preset pressure value threshold interval
  • step S22 is performed: generating prompt information and prompting to prompt the user to wear too loose or too tight;
  • step S3 filtering the initial blood oxygen saturation value according to the preset pressure calibration data model and the target pressure value, A corrected blood oxygen saturation value corresponding to the initial blood oxygen saturation value is obtained.
  • a maximum wearing pressure value and a minimum wearing pressure value are preset, and in a case where the detected target pressure value is greater than the maximum wearing pressure value or less than the minimum wearing pressure value, step S3 is not performed.
  • the filter calibration step for the initial oxygen saturation value directly prompts the user to wear too loose or too tight. For example, prompting by voice, vibration, screen, etc.
  • FIG. 8 shows a schematic flow chart of the above method for detecting blood oxygen saturation.
  • a blood oxygen saturation detecting device based on a smart wearable device including a blood oxygen sensor, the wearable device further comprising being disposed in the smart A pressure sensor on the wearable device, the pressure sensor being operative to detect a wear pressure value of the smart wearable device during wearing.
  • the device includes a blood oxygen saturation value detecting module 11, a pressure detecting module 12, and a data correcting module 13, wherein:
  • the blood oxygen saturation value detecting module 11 is configured to obtain, by the blood oxygen sensor, an initial blood oxygen saturation value corresponding to the detected photoelectric signal;
  • a pressure detecting module 12 configured to detect, by the pressure sensor, a wearing pressure value of the smart wearable device during wearing as a target pressure value;
  • the data correction module 13 is configured to filter the initial blood oxygen saturation value according to a preset pressure calibration data model and the target pressure value, to obtain a corrected blood oxygen saturation corresponding to the initial blood oxygen saturation value. Degree value.
  • the blood oxygen sensor further includes an infrared light emitting unit, a red light emitting unit, and a light detecting unit; and the blood oxygen saturation value detecting module 11 is further configured to pass the infrared light emitting unit.
  • the blood oxygen saturation value detecting module 11 is further configured to calculate the ratio according to a preset physiological data model and a ratio of the first ratio to the second ratio. Initial oxygen saturation value.
  • the apparatus further includes a pressure determining module 14 configured to determine whether the target pressure value exceeds a preset pressure value threshold interval; and the target pressure value exceeds In the case of a preset pressure value threshold interval, the prompt information is generated and prompted to prompt the user to wear too loose or too tight; if the target pressure value does not exceed the preset pressure value threshold interval, the call is invoked.
  • a pressure determining module 14 configured to determine whether the target pressure value exceeds a preset pressure value threshold interval; and the target pressure value exceeds In the case of a preset pressure value threshold interval, the prompt information is generated and prompted to prompt the user to wear too loose or too tight; if the target pressure value does not exceed the preset pressure value threshold interval, the call is invoked.
  • Data correction module configured to determine whether the target pressure value exceeds a preset pressure value threshold interval; and the target pressure value exceeds In the case of a preset pressure value threshold interval, the prompt information is generated and prompted to prompt the user to wear too loose or too tight; if the target pressure value
  • the data correction module 13 is further configured to acquire, in a database corresponding to the preset pressure calibration data model, a target pressure calibration data model corresponding to the target pressure value, according to The target pressure calibration data model filters the initial blood oxygen saturation value to obtain the corrected blood oxygen saturation value corresponding to the initial blood oxygen saturation value.
  • the pressure sensor is a resistive pressure sensor or an inductive pressure sensor.
  • a smart wearable device comprising the blood oxygen saturation detecting device as described above, that is, including in the smart wearable device
  • a pressure sensor is provided, and a blood oxygen sensor, wherein the pressure sensor can be used to detect a wearing pressure value of the smart wearable device during wearing, and the blood oxygen sensor can be used to monitor a wearer's blood oxygen saturation value.
  • the smart wearable device includes a housing, the blood oxygen sensor is disposed inside the housing, and the pressure sensor is disposed inside or outside the housing, and
  • the pressure sensor is an inductive pressure sensor when the pressure sensor is mounted inside the housing, and the pressure sensor is a resistive pressure sensor when the pressure sensor is mounted outside the housing.
  • the pressure sensor is attached to the skin of the subject to monitor the wearing pressure.
  • the housing is provided with an aperture through which light can pass, and infrared light emitted from the infrared light emitting unit transmits infrared light through the aperture, and the red light emitted by the red light emitting unit passes through
  • the object in the radial direction emits infrared light
  • the light detecting unit receives the optical signal returned by the object to be measured through the aperture.
  • the number of the apertures is one or three, that is, in the case where the number of the apertures is one, the infrared light emitting unit, the red light emitting unit, and the light receiving unit receive and transmit through the aperture.
  • the optical signal in the case where the number of apertures is three, may be provided for the sub-apertures of the infrared light emitting unit, the red light emitting unit, and the light receiving unit, respectively, as shown in FIG. 5 or 6.
  • the pressure sensor is set at the wearing position of the smart wearable device, the wearing pressure during the wearing process is detected, and the detected blood oxygen saturation value is performed by the preset pressure calibration data model. Filter calibration to improve the accuracy of blood oxygen saturation detection.
  • the above embodiments it may be implemented in whole or in part by software, hardware, firmware, or any combination thereof.
  • a software program it may be implemented in whole or in part in the form of a computer program product.
  • the computer program product includes one or more computer instructions.
  • the computer program instructions When the computer program instructions are loaded and executed on a computer, the processes or functions described in accordance with embodiments of the present invention are generated in whole or in part.
  • the computer can be a general purpose computer, a special purpose computer, a computer network, or other programmable device.
  • the computer instructions can be stored in a computer readable storage medium or transferred from one computer readable storage medium to another computer readable storage medium, for example, the computer instructions can be from a website site, computer, server or data center Transfer to another website site, computer, server, or data center by wire (eg, coaxial cable, fiber optic, digital subscriber line (DSL), or wireless (eg, infrared, wireless, microwave, etc.).
  • the computer readable storage medium can be any available media that can be accessed by a computer or a data storage device such as a server, data center, or the like that includes one or more available media.
  • the usable medium may be a magnetic medium (eg, a floppy disk, a hard disk, a magnetic tape), an optical medium (eg, a DVD), or a semiconductor medium (such as a solid state disk (SSD)) or the like.
  • a magnetic medium eg, a floppy disk, a hard disk, a magnetic tape
  • an optical medium eg, a DVD
  • a semiconductor medium such as a solid state disk (SSD)
  • FIG. 10 illustrates a terminal of a von Neumann system-based computer system that operates the above-described method of detecting blood oxygen saturation.
  • the computer system can be a terminal device such as a smartphone, a tablet, a palmtop, a laptop, or a personal computer.
  • an external input interface 1001, a processor 1002, a memory 1003, and an output interface 1004 connected through a system bus may be included.
  • the external input interface 1001 can optionally include at least a network interface 10012.
  • the memory 1003 may include an external memory 10032 (eg, a hard disk, an optical disk, or a floppy disk, etc.) and an internal memory 10034.
  • the output interface 1004 can include at least a device such as a display 10042.
  • the operation of the method is based on a computer program whose program file is stored in the external memory 10032 of the aforementioned von Neumann system-based computer system, loaded into the internal memory 10034 at runtime, and then After being compiled into a machine code, it is passed to the processor 1002 for execution, so that the logical target message receiving module 102, the risk determining module 104, the first answer information acquiring module 106, and the first are formed in the von Neumann system-based computer system.
  • the input parameters are all received through the external input interface 1001, and transferred to the buffer in the memory 1003, and then input to the processor 1002 for processing, and the processed result data or cached in Subsequent processing is performed in the memory 1003 or passed to the output interface 1004 for output.

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Abstract

A blood oxygen saturation measurement method and device, and a smart wearable device (10), the smart wearable device (10) comprising a pressure sensor (200) which is provide on the smart wearable device (10) and can be used for measuring a wearing pressure value of the smart wearable device (10) during wearing. Said measurement method comprises: acquiring, by means of a blood oxygen sensor (100), an initial blood oxygen saturation value corresponding to a detected photoelectric signal (S1); measuring, by means of a pressure sensor (200), a wearing pressure value of the smart wearable device (10) during wearing, and using same as a target pressure value (S2); and performing filtering processing on the initial blood oxygen saturation value according to a preset pressure calibration data model and the target pressure value, so as to obtain a corrected blood oxygen saturation value corresponding to the initial blood oxygen saturation value (S3). The present invention improves the accuracy of blood oxygen saturation measurement based on the smart wearable device (10).

Description

一种血氧饱和度的检测方法及装置、智能可穿戴设备Method and device for detecting blood oxygen saturation, intelligent wearable device 技术领域Technical field
本发明涉及医学监测技术领域及智能可穿戴设备领域,尤其涉及一种血氧饱和度的检测方法及装置、智能可穿戴设备。The present invention relates to the field of medical monitoring technology and the field of smart wearable devices, and in particular, to a method and device for detecting blood oxygen saturation and a smart wearable device.
背景技术Background technique
在当前的智能可穿戴设备上(例如头戴式可穿戴设备或者智能手表等)集成了部分人体的生理数据监测的功能,例如血压、血氧、心跳等生理数据的监测,可以对佩戴者的相关的生理数据进行监测和反馈,可以提高佩戴者在使用可穿戴设备的过程中的使用体验。In current smart wearable devices (such as head-mounted wearable devices or smart watches, etc.), some physiological data monitoring functions of the human body are integrated, such as monitoring of physiological data such as blood pressure, blood oxygen, heartbeat, etc., which can be worn by the wearer. Relevant physiological data for monitoring and feedback can improve the wearer's experience in using the wearable device.
血氧传感器是通过反射式光电原理进行血氧饱和度(SpO 2)的检测,是通过两种不同波长的红光600~700nm和红外光800~1000nm分别照射组织经反射后由光电接收器转换成电信号,通过计算红光信号的交流幅度与直流幅度之比和红外光信号交流幅度与直流幅度之比,再计算出两者比值,通过该比值与血氧饱和度具有相关性即可计算出血氧饱和度值。但是,直流信号主要是人体皮肤、血管等组织的固有反射,当组织受到压迫时,反射率会发生变化,由于反射式血氧饱和度检测出的信号强度较低,光电信号中直流比例较高。这会造成微小的压迫对最终结果产生比较大的影响。 The blood oxygen sensor detects the blood oxygen saturation (SpO 2) by the reflective photoelectric principle, and is irradiated by the photoelectric receiver after the two different wavelengths of red light 600-700 nm and infrared light 800-1000 nm respectively. The electrical signal is calculated by calculating the ratio of the alternating current amplitude to the direct current amplitude of the red light signal and the ratio of the alternating current amplitude to the direct current amplitude of the infrared light signal, and then calculating the ratio of the two, and the correlation between the ratio and the blood oxygen saturation can be calculated. Bleeding oxygen saturation value. However, the DC signal is mainly the intrinsic reflection of human skin, blood vessels and other tissues. When the tissue is pressed, the reflectivity changes. Because the signal intensity detected by the reflective oxygen saturation is low, the DC ratio in the photoelectric signal is high. . This can cause minor oppressions that have a large impact on the end result.
技术问题technical problem
也就是说,在将血氧传感器应用在可穿戴智能手表或者头戴式可穿戴设备等设备上时,佩戴者在佩戴过程中的表带的松紧或者头戴式可穿戴设备的松紧对血氧饱和度值会产生明显的影响,从而降低了血氧饱和度测量的准确性。That is to say, when the blood oxygen sensor is applied to a device such as a wearable smart watch or a wearable wearable device, the wearer wears the strap during the wearing process or the wear of the wearable device to the blood oxygen The saturation value has a significant effect, which reduces the accuracy of the oxygen saturation measurement.
技术解决方案Technical solution
基于此,为解决传统技术中在将血氧传感器应用在可穿戴智能手表或者头戴式可穿戴设备等设备上时,佩戴者在佩戴过程中的表带的松紧或者头戴式可穿戴设备的松紧对血氧饱和度值会产生明显的影响导致的血氧饱和度测量的准确性不足的技术问题,特提出了一种血氧饱和度的检测方法及装置、智能可穿戴设备、计算机可读介质。Based on this, in order to solve the conventional technology in applying the blood oxygen sensor to a device such as a wearable smart watch or a wearable wearable device, the wearer wears the strap during the wearing process or the wearable device of the wearable device. The technical problem of insufficient accuracy of oxygen saturation measurement caused by the obvious influence of the oxygen saturation value, and a method and device for detecting blood oxygen saturation, intelligent wearable device, and computer readable medium.
在本发明的第一方面,提出了一种血氧饱和度的检测方法。In a first aspect of the invention, a method of detecting blood oxygen saturation is presented.
一种血氧饱和度的检测方法,所述方法基于包含了血氧传感器的智能可穿戴设备,所述可穿戴设备还包括设置在所述智能可穿戴设备上的压力传感器,所述压力传感器可用于检测所述智能可穿戴设备在佩戴过程中的佩戴压力值;A method of detecting blood oxygen saturation, the method being based on a smart wearable device including a blood oxygen sensor, the wearable device further comprising a pressure sensor disposed on the smart wearable device, the pressure sensor being available And detecting a wearing pressure value of the smart wearable device during wearing;
所述方法包括:The method includes:
通过所述血氧传感器获取与所述检测到的光电信号对应的初始血氧饱和度值;Acquiring an initial blood oxygen saturation value corresponding to the detected photoelectric signal by the blood oxygen sensor;
通过所述压力传感器检测所述智能可穿戴设备在佩戴过程中的佩戴压力值作为目标压力值;Detecting, by the pressure sensor, a wearing pressure value of the smart wearable device during wearing as a target pressure value;
根据预设的压力校准数据模型以及所述目标压力值对所述初始血氧饱和度值进行滤波处理,得到与所述初始血氧饱和度值对应的校正血氧饱和度值。The initial blood oxygen saturation value is filtered according to the preset pressure calibration data model and the target pressure value to obtain a corrected blood oxygen saturation value corresponding to the initial blood oxygen saturation value.
可选的,在其中一个实施例中,所述血氧传感器还包括红外光发射单元、红光发射单元、光线检测单元;Optionally, in one embodiment, the blood oxygen sensor further includes an infrared light emitting unit, a red light emitting unit, and a light detecting unit;
通过所述血氧传感器获取与所述检测到的光电信号对应的初始血氧饱和度值的步骤,还包括:And the step of obtaining, by the blood oxygen sensor, an initial blood oxygen saturation value corresponding to the detected photoelectric signal, further comprising:
通过所述红外光发射单元向被测对象发射红外光,通过所述红光发射单元向所述被测对象发射红光;The infrared light emitting unit emits infrared light to the object to be measured, and the red light emitting unit emits red light to the object to be tested;
通过所述光线检测单元接收所述被测对象反射的与所述红外光、以及所述红光对应的光信号,并将所述光信号通过光电接收器转换成电信号;Receiving, by the light detecting unit, an optical signal corresponding to the infrared light and the red light reflected by the measured object, and converting the optical signal into an electrical signal by using a photoelectric receiver;
计算所述光线检测单元接收的红光信号的交流幅度与直流幅度的第一比值,计算所述光线检测单元接收的红外光信号的交流幅度与直流幅度的第二比值,通过计算所述第一比值与所述第二比值的比值确定所述初始血氧饱和度值。Calculating a first ratio of an alternating current amplitude and a direct current amplitude of the red light signal received by the light detecting unit, and calculating a second ratio of an alternating current amplitude and a direct current amplitude of the infrared light signal received by the light detecting unit, by calculating the first The ratio of the ratio to the second ratio determines the initial blood oxygen saturation value.
可选的,在其中一个实施例中,通过计算所述第一比值与所述第二比值的比值确定所述初始血氧饱和度值的步骤,还包括:Optionally, in one embodiment, the step of determining the initial blood oxygen saturation value by calculating a ratio of the first ratio to the second ratio further includes:
根据预设的生理数据模型、以及所述所述第一比值与所述第二比值的比值计算所述初始血氧饱和度值。The initial blood oxygen saturation value is calculated according to a preset physiological data model and a ratio of the first ratio to the second ratio.
可选的,在其中一个实施例中,通过所述压力传感器检测所述智能可穿戴设备在佩戴过程中的佩戴压力值作为目标压力值的步骤之后,还包括:Optionally, after the step of detecting, by the pressure sensor, the wearing pressure value of the smart wearable device as the target pressure value during the wearing process, the method further includes:
判断所述目标压力值是否超过预设的压力值阈值区间;Determining whether the target pressure value exceeds a preset pressure value threshold interval;
在所述目标压力值超过预设的压力值阈值区间的情况下,生成提示信息并进行提示,以提示用户佩戴过松或过紧;When the target pressure value exceeds a preset pressure value threshold interval, generating prompt information and prompting to prompt the user to wear too loose or too tight;
在所述目标压力值未超过预设的压力值阈值区间的情况下,执行所述根据预设的压力校准数据模型以及所述目标压力值对所述初始血氧饱和度值进行滤波处理,得到与所述初始血氧饱和度值对应的校正血氧饱和度值的步骤。And performing the filtering process on the initial blood oxygen saturation value according to the preset pressure calibration data model and the target pressure value, if the target pressure value does not exceed the preset pressure value threshold interval A step of correcting the blood oxygen saturation value corresponding to the initial blood oxygen saturation value.
可选的,在其中一个实施例中,根据预设的压力校准数据模型以及所述目标压力值对所述初始血氧饱和度值进行滤波处理,得到与所述初始血氧饱和度值对应的校正血氧饱和度值的步骤,还包括:Optionally, in one embodiment, the initial blood oxygen saturation value is filtered according to the preset pressure calibration data model and the target pressure value to obtain a value corresponding to the initial blood oxygen saturation value. The steps of correcting the oxygen saturation value further include:
在所述预设的压力校准数据模型对应的数据库中,获取与所述目标压力值对应的目标压力校准数据模型,根据所述目标压力校准数据模型对所述初始血氧饱和度值进行滤波处理,以获取所述与所述初始血氧饱和度值对应的校正血氧饱和度值。And acquiring, in a database corresponding to the preset pressure calibration data model, a target pressure calibration data model corresponding to the target pressure value, and filtering the initial blood oxygen saturation value according to the target pressure calibration data model And obtaining the corrected blood oxygen saturation value corresponding to the initial blood oxygen saturation value.
可选的,在其中一个实施例中,所述压力传感器为电阻式压力传感器或电感式压力传感器。Optionally, in one embodiment, the pressure sensor is a resistive pressure sensor or an inductive pressure sensor.
在本发明的第二方面,提出了一种血氧饱和度的检测装置。In a second aspect of the invention, a blood oxygen saturation detecting device is proposed.
一种血氧饱和度的检测装置,所述装置基于包含了血氧传感器的智能可穿戴设备,所述可穿戴设备还包括设置在所述智能可穿戴设备上的压力传感器,所述压力传感器可用于检测所述智能可穿戴设备在佩戴过程中的佩戴压力值;A blood oxygen saturation detecting device based on a smart wearable device including a blood oxygen sensor, the wearable device further comprising a pressure sensor disposed on the smart wearable device, the pressure sensor being available And detecting a wearing pressure value of the smart wearable device during wearing;
所述装置包括:The device includes:
血氧饱和度值检测模块,用于通过所述血氧传感器获取与所述检测到的光电信号对应的初始血氧饱和度值;a blood oxygen saturation value detecting module, configured to acquire, by the blood oxygen sensor, an initial blood oxygen saturation value corresponding to the detected photoelectric signal;
压力检测模块,用于通过所述压力传感器检测所述智能可穿戴设备在佩戴过程中的佩戴压力值作为目标压力值;a pressure detecting module, configured to detect, by the pressure sensor, a wearing pressure value of the smart wearable device during wearing as a target pressure value;
数据校正模块,用于根据预设的压力校准数据模型以及所述目标压力值对所述初始血氧饱和度值进行滤波处理,得到与所述初始血氧饱和度值对应的校正血氧饱和度值。a data correction module, configured to filter the initial blood oxygen saturation value according to a preset pressure calibration data model and the target pressure value, to obtain a corrected blood oxygen saturation corresponding to the initial blood oxygen saturation value value.
可选的,在一个实施例中,所述血氧传感器还包括红外光发射单元、红光发射单元、光线检测单元;Optionally, in one embodiment, the blood oxygen sensor further includes an infrared light emitting unit, a red light emitting unit, and a light detecting unit;
所述血氧饱和度值检测模块还用于通过所述红外光发射单元向被测对象发射红外光,通过所述红光发射单元向所述被测对象发射红光;通过所述光线检测单元接收所述被测对象反射的与所述红外光、以及所述红光对应的光信号,并将所述光信号通过光电接收器转换成电信号;计算所述光线检测单元接收的红光信号的交流幅度与直流幅度的第一比值,计算所述光线检测单元接收的红外光信号的交流幅度与直流幅度的第二比值,通过计算所述第一比值与所述第二比值的比值确定所述初始血氧饱和度值。The blood oxygen saturation value detecting module is further configured to emit infrared light to the object to be measured by the infrared light emitting unit, and emit red light to the object to be measured by the red light emitting unit; and pass the light detecting unit Receiving an optical signal corresponding to the infrared light and the red light reflected by the measured object, and converting the optical signal into an electrical signal by a photoreceiver; calculating a red light signal received by the light detecting unit Calculating a second ratio of an alternating current amplitude of the infrared light signal received by the light detecting unit to a direct current amplitude, and calculating a ratio of the first ratio to the second ratio by determining a first ratio of the amplitude of the alternating current to the direct current amplitude The initial oxygen saturation value is described.
可选的,在一个实施例中,所述血氧饱和度值检测模块还用于根据预设的生理数据模型、以及所述所述第一比值与所述第二比值的比值计算所述初始血氧饱和度值。Optionally, in an embodiment, the blood oxygen saturation value detecting module is further configured to calculate the initial according to a preset physiological data model and a ratio of the first ratio to the second ratio Blood oxygen saturation value.
可选的,在一个实施例中,所述装置还包括压力判断模块,用于判断所述目标压力值是否超过预设的压力值阈值区间;在所述目标压力值超过预设的压力值阈值区间的情况下,生成提示信息并进行提示,以提示用户佩戴过松或过紧;在所述目标压力值未超过预设的压力值阈值区间的情况下,调用所述数据校正模块。Optionally, in an embodiment, the device further includes a pressure determining module, configured to determine whether the target pressure value exceeds a preset pressure value threshold interval; and the target pressure value exceeds a preset pressure value threshold In the case of the interval, the prompt information is generated and prompted to prompt the user to wear too loose or too tight; and the data correction module is invoked if the target pressure value does not exceed the preset pressure value threshold interval.
可选的,在一个实施例中,所述数据校正模块还用于在所述预设的压力校准数据模型对应的数据库中,获取与所述目标压力值对应的目标压力校准数据模型,根据所述目标压力校准数据模型对所述初始血氧饱和度值进行滤波处理,以获取所述与所述初始血氧饱和度值对应的校正血氧饱和度值。Optionally, in an embodiment, the data correction module is further configured to acquire, in a database corresponding to the preset pressure calibration data model, a target pressure calibration data model corresponding to the target pressure value, according to the The target pressure calibration data model filters the initial blood oxygen saturation value to obtain the corrected blood oxygen saturation value corresponding to the initial blood oxygen saturation value.
可选的,在一个实施例中,所述压力传感器为电阻式压力传感器或电感式压力传感器。Optionally, in one embodiment, the pressure sensor is a resistive pressure sensor or an inductive pressure sensor.
在本发明的第三方面,提出了一种智能可穿戴设备。In a third aspect of the invention, a smart wearable device is presented.
一种智能可穿戴设备,所述智能可穿戴设备包括如前所述的血氧饱和度的检测装置。A smart wearable device comprising a blood oxygen saturation detecting device as described above.
可选的,在一个实施例中,所述智能可穿戴设备包括壳体,所述血氧传感器设置于所述壳体内部,所述压力传感器设置于所述壳体内部或外部。Optionally, in an embodiment, the smart wearable device comprises a housing, the blood oxygen sensor is disposed inside the housing, and the pressure sensor is disposed inside or outside the housing.
可选的,在一个实施例中,所述壳体上设置有可供光线通过的孔径,红外光发射单元发出的红外光通过所述孔径向被测对象发射红外光,红光发射单元发出的红光通过所述孔径向所述被测对象发射红外光,光线检测单元通过所述孔径接收所述被测对象返回的光信号。Optionally, in an embodiment, the housing is provided with an aperture through which light passes, and infrared light emitted by the infrared light emitting unit emits infrared light through the aperture, and the red light emitting unit emits The red light emits infrared light through the aperture in the radial direction, and the light detecting unit receives the optical signal returned by the measured object through the aperture.
可选的,在一个实施例中,所述孔径的数量为1个或3个。Optionally, in one embodiment, the number of the apertures is one or three.
在本发明的第四方面,提出了一种计算机可读介质。In a fourth aspect of the invention, a computer readable medium is presented.
一种计算机可读存储介质,包括计算机指令,当所述计算机指令在计算机上运行时,使得计算机执行如前所述的血氧饱和度的检测方法。A computer readable storage medium comprising computer instructions that, when executed on a computer, cause the computer to perform a method of detecting blood oxygen saturation as previously described.
有益效果Beneficial effect
实施本发明实施例,将具有如下有益效果:Implementation of the embodiments of the present invention will have the following beneficial effects:
采用了上述血氧饱和度的检测方法及装置、智能可穿戴设备之后,对于设置在智能可穿戴设备上的血氧传感器来检测佩戴者的血氧饱和度的过程中,考虑到佩戴压力对于血氧饱和度值的精准度的影响,在智能可穿戴设备的佩戴位置设置压力传感器,检测在佩戴过程中的佩戴压力,并通过预设的压力校准数据模型对检测到的血氧饱和度值进行滤波校准,从而提高血氧饱和度检测的精准度。After the above blood oxygen saturation detecting method and device and the smart wearable device are used, in the process of detecting the blood oxygen saturation of the wearer by the blood oxygen sensor disposed on the smart wearable device, considering the wearing pressure for the blood The influence of the accuracy of the oxygen saturation value, the pressure sensor is set at the wearing position of the smart wearable device, the wearing pressure during the wearing process is detected, and the detected blood oxygen saturation value is performed by the preset pressure calibration data model. Filter calibration to improve the accuracy of blood oxygen saturation detection.
附图说明DRAWINGS
为了更清楚地说明本发明实施例或现有技术中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the embodiments or the description of the prior art will be briefly described below. Obviously, the drawings in the following description are only It is a certain embodiment of the present invention, and other drawings can be obtained from those skilled in the art without any creative work.
其中:among them:
图1为一个实施例中一种智能可穿戴设备的结构示意图;1 is a schematic structural diagram of an intelligent wearable device in an embodiment;
图2为一个实施例中一种血氧饱和度的检测方法的流程示意图;2 is a schematic flow chart of a method for detecting blood oxygen saturation in an embodiment;
图3为一个实施例中血氧传感器的结构示意图;3 is a schematic structural view of a blood oxygen sensor in an embodiment;
图4为一个实施例中初始血氧饱和度值计算的方法流程示意图;4 is a schematic flow chart of a method for calculating an initial blood oxygen saturation value in one embodiment;
图5为一个实施例中血氧传感器的结构示意图;Figure 5 is a schematic view showing the structure of a blood oxygen sensor in an embodiment;
图6为一个实施例中血氧传感器的结构示意图;6 is a schematic structural view of a blood oxygen sensor in an embodiment;
图7为一个实施例中压力判断过程的流程示意图;7 is a schematic flow chart of a pressure judging process in an embodiment;
图8为一个实施例中一种血氧饱和度的检测方法的流程示意图;FIG. 8 is a schematic flow chart of a method for detecting blood oxygen saturation in an embodiment; FIG.
图9为一个实施例中一种血氧饱和度的检测装置的结构示意图;Figure 9 is a schematic structural view of a blood oxygen saturation detecting device in an embodiment;
图10为一个实施例中运行前述血氧饱和度的检测方法的计算机设备的结构示意图。Figure 10 is a block diagram showing the construction of a computer apparatus for operating the aforementioned method for detecting blood oxygen saturation in one embodiment.
本发明的实施方式Embodiments of the invention
下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The technical solutions in the embodiments of the present invention are clearly and completely described in the following with reference to the accompanying drawings in the embodiments of the present invention. It is obvious that the described embodiments are only a part of the embodiments of the present invention, but not all embodiments. All other embodiments obtained by those skilled in the art based on the embodiments of the present invention without creative efforts are within the scope of the present invention.
为解决传统技术中在将血氧传感器应用在可穿戴智能手表或者头戴式可穿戴设备等设备上时,佩戴者在佩戴过程中的表带的松紧或者头戴式可穿戴设备的松紧对血氧饱和度值会产生明显的影响导致的血氧饱和度测量的准确性不足的技术问题,在本实施例中,特提出了一种血氧饱和度的检测方法,该方法的实现可依赖于计算机程序,该计算机程序可运行于基于冯诺依曼体系的计算机系统之上,该计算机程序可以是基于血氧饱和度检测的数据校正的应用程序、或血氧饱和度测量的控制程序。该计算机系统可以是运行上述计算机程序的例如智能手机、平板电脑、个人电脑等计算机设备或者是运行上述计算机程序的智能可穿戴设备。In order to solve the traditional technology in the application of the blood oxygen sensor on a wearable smart watch or a wearable device such as a wearable wearable device, the wearer wears the strap during the wearing process or the wearable wearable device of the wearable device. The oxygen saturation value may have a significant influence on the technical problem of insufficient accuracy of blood oxygen saturation measurement. In the present embodiment, a method for detecting blood oxygen saturation is proposed, and the implementation of the method may depend on A computer program executable on a von Neumann system-based computer system, which may be a data-corrected application based on blood oxygen saturation detection, or a control program for blood oxygen saturation measurement. The computer system may be a computer device such as a smartphone, tablet, personal computer or the like running the above computer program or a smart wearable device running the above computer program.
需要说明的是,在本实施例中,上述血氧饱和度的检测方法的执行可以是基于设置有可以对血氧饱和度进行检测的血氧传感器的智能可穿戴设备、或者与该可穿戴设备相连的计算机设备。It should be noted that, in this embodiment, the foregoing method for detecting blood oxygen saturation may be performed based on a smart wearable device provided with a blood oxygen sensor capable of detecting blood oxygen saturation, or with the wearable device. Connected computer equipment.
上述血氧饱和度的检测方法的执行是基于如图1所示的包含了血氧传感器100以及压力传感器200的智能可穿戴设备10,也就是说,血氧传感器和压力传感器是设置在例如智能手表或者头戴式可穿戴设备等设备上的;其中,血氧传感器可用于检测佩戴者的血氧饱和度,压力传感器可用于检测佩戴者在佩戴上述可穿戴设备的过程中的佩戴压力,例如,检测佩戴者在佩戴智能手表的过程中表带对于手腕的压力值的大小,再例如,检测佩戴者在佩戴头戴式可穿戴设备的过程中该头戴式可穿戴设备对于头部的压力值的大小。The above method for detecting blood oxygen saturation is performed based on the smart wearable device 10 including the blood oxygen sensor 100 and the pressure sensor 200 as shown in FIG. 1, that is, the blood oxygen sensor and the pressure sensor are disposed, for example, in intelligence. On a device such as a watch or a wearable device; wherein the blood oxygen sensor can be used to detect the oxygen saturation of the wearer, and the pressure sensor can be used to detect the wear pressure of the wearer during the wearing of the wearable device, for example Detecting the magnitude of the pressure value of the wristband on the wrist during the wearing of the smart watch, and detecting, for example, the pressure of the wearable device on the head during wear of the wearable wearable device by the wearer The size of the value.
具体的,如图2所示,上述血氧饱和度的检测方法包括如下步骤S1-S3:Specifically, as shown in FIG. 2, the above method for detecting blood oxygen saturation includes the following steps S1-S3:
步骤S1:通过所述血氧传感器获取与所述检测到的光电信号对应的初始血氧饱和度值。Step S1: Acquire an initial blood oxygen saturation value corresponding to the detected photoelectric signal by the blood oxygen sensor.
血氧传感器采用的是反射式光电原理,通过两种不同波长的红光600~700nm和红外光800~1000nm分别照射组织经反射后由光电接收器转换成电信号,通过计算红光信号的交流幅度与直流幅度之比和红外光信号交流幅度与直流幅度之比,再计算出两者比值,通过该比值与血氧饱和度具有相关性即可计算出血氧饱和度值。也就是说,通过血氧传感器可以检测佩戴相应的智能可穿戴设备的佩戴者的血氧饱和度对应的参数以及具体值,即血氧饱和度值。如前所述,因为佩戴者在佩戴智能可穿戴设备的过程中,因为佩戴松紧的关系可能导致其对应的佩戴压力不同,也就是说,血氧传感器测量的皮肤处可能受到不同的压力,从而导致血氧饱和度值存在一定的偏差,因此,在本实施例中,在本步骤中检测到的血氧饱和度值为初始血氧饱和度值。The blood oxygen sensor adopts the reflective photoelectric principle. After two different wavelengths of red light 600~700nm and infrared light 800~1000nm respectively, the irradiated tissue is reflected and converted into an electrical signal by the photoelectric receiver, and the red light signal is exchanged. The ratio of the amplitude to the DC amplitude and the ratio of the amplitude of the infrared light signal to the DC amplitude are calculated, and the ratio of the ratio is correlated with the oxygen saturation to calculate the blood oxygen saturation value. That is to say, the blood oxygen sensor can detect the parameter corresponding to the oxygen saturation of the wearer wearing the corresponding smart wearable device and the specific value, that is, the blood oxygen saturation value. As mentioned above, because the wearer wears a smart wearable device, the wearing pressure may cause the corresponding wearing pressure to be different, that is, the skin measured by the blood oxygen sensor may be subjected to different pressures, thereby There is a certain deviation in the blood oxygen saturation value. Therefore, in the present embodiment, the blood oxygen saturation value detected in this step is the initial blood oxygen saturation value.
在一个具体的实施例中,如图3所述,血氧传感器100还包括红外光发射单元101、红光发射单元102、光线检测单元103,其中,红外光发射单元用于向被测对象的皮肤组织发送红外光,并且,其中红外光对应的波长为800~1000nm,红光发射单元用于向被测对象的皮肤组织发送红光,其中红光对应的波长为600~700nm,光线检测单元用于接收由被测对象的皮肤组织反射回的光信号,并且将其转换成电信号,以确定血氧饱和度。In a specific embodiment, as shown in FIG. 3, the blood oxygen sensor 100 further includes an infrared light emitting unit 101, a red light emitting unit 102, and a light detecting unit 103, wherein the infrared light emitting unit is used for the object to be tested. The skin tissue transmits infrared light, and wherein the infrared light corresponds to a wavelength of 800 to 1000 nm, the red light emitting unit is configured to send red light to the skin tissue of the object to be tested, wherein the red light corresponds to a wavelength of 600 to 700 nm, and the light detecting unit It is used to receive an optical signal reflected back from the skin tissue of the subject and convert it into an electrical signal to determine blood oxygen saturation.
具体的,在一个具体的实施例中,如图4上述步骤S1:通过所述血氧传感器获取与所述检测到的光电信号对应的初始血氧饱和度值,还包括如下步骤S11-S14:Specifically, in a specific embodiment, as shown in step S1 of FIG. 4, the initial blood oxygen saturation value corresponding to the detected photoelectric signal is obtained by the blood oxygen sensor, and further includes the following steps S11-S14:
步骤S11:通过所述红外光发射单元向被测对象发射红外光,通过所述红光发射单元向所述被测对象发射红光;Step S11: emitting infrared light to the object to be measured by the infrared light emitting unit, and emitting red light to the object to be measured by the red light emitting unit;
步骤S12:通过所述光线检测单元接收所述被测对象反射的与所述红外光、以及所述红光对应的光信号,并将所述光信号通过光电接收器转换成电信号;Step S12: receiving, by the light detecting unit, an optical signal corresponding to the infrared light and the red light reflected by the measured object, and converting the optical signal into an electrical signal by using a photoelectric receiver;
步骤S13:计算所述光线检测单元接收的红光信号的交流幅度与直流幅度的第一比值,计算所述光线检测单元接收的红外光信号的交流幅度与直流幅度的第二比值;Step S13: calculating a first ratio of an alternating current amplitude and a direct current amplitude of the red light signal received by the light detecting unit, and calculating a second ratio of an alternating current amplitude and a direct current amplitude of the infrared light signal received by the light detecting unit;
步骤S14:通过计算所述第一比值与所述第二比值的比值确定所述初始血氧饱和度值。Step S14: determining the initial blood oxygen saturation value by calculating a ratio of the first ratio to the second ratio.
也就是说,红外光发射单元以及红光发射单元分别向被测对象的皮肤组织发生红外光和红光,然后由光线检测单元检测和接收皮肤组织反射回来的光信号,并通过光电接收器转换成电信号。然后针对红外光以及红光,分别计算其反射回的光信号转换成的电信号中交流幅度与直流幅度之间的比值,即与红光对应的第一比值以及与红外光对应的第二比值。最后,通过计算第一比值与第二比值之间的比值,来计算对应的血氧饱和度值,即初始血氧饱和度值。That is to say, the infrared light emitting unit and the red light emitting unit respectively generate infrared light and red light to the skin tissue of the object to be measured, and then the light detecting unit detects and receives the light signal reflected by the skin tissue, and converts it through the photoelectric receiver. Into the electrical signal. Then, for the infrared light and the red light, respectively calculate the ratio between the AC amplitude and the DC amplitude in the electrical signal converted by the reflected optical signal, that is, the first ratio corresponding to the red light and the second ratio corresponding to the infrared light . Finally, the corresponding blood oxygen saturation value, ie the initial blood oxygen saturation value, is calculated by calculating the ratio between the first ratio and the second ratio.
需要说明的是,在本实施例中,第一比值与第二比值之间的比值并不直接就等于血氧饱和度值,而是需要根据该比值与血氧饱和度值之间的对应关系来确定血氧饱和度值。It should be noted that, in this embodiment, the ratio between the first ratio and the second ratio is not directly equal to the blood oxygen saturation value, but needs to be based on the correspondence between the ratio and the blood oxygen saturation value. To determine the oxygen saturation value.
具体的,上述步骤S14:通过计算所述第一比值与所述第二比值的比值确定所述初始血氧饱和度值,还包括步骤S141:Specifically, the foregoing step S14 is: determining the initial blood oxygen saturation value by calculating a ratio of the first ratio to the second ratio, further comprising step S141:
步骤S141:根据预设的生理数据模型、以及所述所述第一比值与所述第二比值的比值计算所述初始血氧饱和度值。Step S141: Calculate the initial blood oxygen saturation value according to a preset physiological data model and a ratio of the first ratio to the second ratio.
也就是说,对当前的血氧传感器来讲,预先获取了其对应的数据对照表或者计算系数,例如,参考标准血氧饱和度测试仪获取上述比值与血氧饱和度值之间的对照关系或者计算系数,作为上述预设的生理数据模型,用来根据上述比值来计算初始血氧饱和度值。也就是说,通过第一比值与第二比值的比值、以及生理数据模型中包含的数据对照表以及计算系数计算与该比值对应的血氧饱和度值,即初始血氧饱和度值。That is to say, for the current blood oxygen sensor, the corresponding data comparison table or calculation coefficient is obtained in advance, for example, a reference blood glucose saturation tester is used to obtain a comparison relationship between the above ratio and the blood oxygen saturation value. Or calculating a coefficient as the preset physiological data model for calculating an initial blood oxygen saturation value based on the ratio. That is, the blood oxygen saturation value corresponding to the ratio, that is, the initial blood oxygen saturation value, is calculated by the ratio of the first ratio to the second ratio, and the data comparison table and the calculation coefficient included in the physiological data model.
步骤S2:通过所述压力传感器检测所述智能可穿戴设备在佩戴过程中的佩戴压力值作为目标压力值。Step S2: detecting, by the pressure sensor, a wearing pressure value of the smart wearable device during wearing as a target pressure value.
在本实施例中,在血氧传感器所在的设备的壳体的内部或者外部,安装一个压力传感器,用于检测佩戴者在佩戴该智能可穿戴设备的过程中的佩戴压力。并且,在一个可选的实施中,在压力传感器安装在壳体的内部时,该压力传感器为电感式压力传感器,在压力传感器安装在壳体的外部时,该压力传感器为电阻式压力传感器。在佩戴过程中,压力传感器贴在被测对象的皮肤上,从而用来监测佩戴压力。In the present embodiment, a pressure sensor is installed inside or outside the housing of the device in which the blood oxygen sensor is located for detecting the wearing pressure of the wearer during the wearing of the smart wearable device. Moreover, in an alternative implementation, the pressure sensor is an inductive pressure sensor when the pressure sensor is mounted inside the housing, and the pressure sensor is a resistive pressure sensor when the pressure sensor is mounted outside the housing. During the wearing process, the pressure sensor is attached to the skin of the subject to monitor the wearing pressure.
在一个具体的实施例中,如图5和6所示,给出了一个具体的实施例中压力传感器200的安装实例,压力传感器200与壳体300固定在一起,通过壳体300的形变来检测压力,并且壳体300上有孔径可供光通过。具体的,如图5所示,压力传感器200为圆形,血氧传感器100设置在一安装板400上,然后将安装板400、压力传感器200以及壳体300固定在一起;如图6所示,压力传感器为矩形200,压力传感器与血氧传感器100、壳体300固定在一起。In a specific embodiment, as shown in Figures 5 and 6, an example of the mounting of the pressure sensor 200 in a particular embodiment is shown. The pressure sensor 200 is secured to the housing 300 by deformation of the housing 300. The pressure is detected and the housing 300 has an aperture for light to pass through. Specifically, as shown in FIG. 5, the pressure sensor 200 is circular, the blood oxygen sensor 100 is disposed on a mounting plate 400, and then the mounting plate 400, the pressure sensor 200, and the housing 300 are fixed together; as shown in FIG. The pressure sensor is a rectangle 200, and the pressure sensor is fixed to the blood oxygen sensor 100 and the housing 300.
在本实施例中,在佩戴智能可穿戴设备且启动血氧饱和度检测的相关操作的情况下,会触发对于步骤S2的执行。需要说明的是,在本实施例中,步骤S1与S2可以是顺序执行的,也可以是逆序执行的,也可以同步执行的,在本实施例中,不对步骤S1和S2的执行顺序进行限制。In the present embodiment, the execution of step S2 is triggered in the case where the smart wearable device is worn and the related operation of the blood oxygen saturation detection is initiated. It should be noted that, in this embodiment, the steps S1 and S2 may be performed sequentially, or may be performed in reverse order, or may be performed synchronously. In this embodiment, the execution order of the steps S1 and S2 is not limited. .
步骤S3:根据预设的压力校准数据模型以及所述目标压力值对所述初始血氧饱和度值进行滤波处理,得到与所述初始血氧饱和度值对应的校正血氧饱和度值。Step S3: Filtering the initial blood oxygen saturation value according to the preset pressure calibration data model and the target pressure value to obtain a corrected blood oxygen saturation value corresponding to the initial blood oxygen saturation value.
在本实施例中,预先根据标准血氧饱和度测试仪以及当前的血氧传感器或者包含了血氧传感器的智能可穿戴设备对同一个被测对象的血氧饱和度进行测试,并同步测量相应的压力值,从而建立压力值、标准血氧饱和度值以及血氧传感器检测到的存在误差的初始血氧饱和度值之间的关联关系。在测量的样本数量足够的情况下,根据这些样本数据建立压力校准数据模型,可以用于对血氧传感器检测到的血氧数据进行校准,以获取精准度更高的血氧数据。In this embodiment, the blood oxygen saturation of the same object is tested according to a standard blood oxygen saturation tester and a current blood oxygen sensor or a smart wearable device including a blood oxygen sensor, and the corresponding measurement is performed synchronously. The pressure value establishes a correlation between the pressure value, the standard oxygen saturation value, and the initial blood oxygen saturation value detected by the blood oxygen sensor. Based on the sample number, the pressure calibration data model can be used to calibrate the blood oxygen data detected by the blood oxygen sensor to obtain more accurate blood oxygen data.
即,根据上述压力校准数据模型、以及检测到的目标压力值对初始血氧饱和度值进行滤波处理,从而修正佩戴压力对于血氧饱和度值的影响,得到精准度更高的血氧饱和度值。That is, the initial blood oxygen saturation value is filtered according to the pressure calibration data model and the detected target pressure value, thereby correcting the influence of the wearing pressure on the blood oxygen saturation value, and obtaining a more accurate blood oxygen saturation. value.
一般来讲,不同的佩戴压力值的大小对于血氧饱和度值的影响也是不一样的,也就是说,压力值的变化与血氧饱和度值的误差的影响不止简单的线性影响,因此,为了提高对初始血氧饱和度值进行滤波校正的准确度,在本实施例中,还可以针对不同的压力值设定不同的滤波校准方式。Generally speaking, the influence of the different wearing pressure values on the blood oxygen saturation value is also different, that is, the influence of the pressure value change and the blood oxygen saturation value error has more than a simple linear influence, therefore, In order to improve the accuracy of filtering the initial blood oxygen saturation value, in the present embodiment, different filter calibration modes can also be set for different pressure values.
具体的,上述步骤S3:根据预设的压力校准数据模型以及所述目标压力值对所述初始血氧饱和度值进行滤波处理,得到与所述初始血氧饱和度值对应的校正血氧饱和度值,还包括:在所述预设的压力校准数据模型对应的数据库中,获取与所述目标压力值对应的目标压力校准数据模型,根据所述目标压力校准数据模型对所述初始血氧饱和度值进行滤波处理,以获取所述与所述初始血氧饱和度值对应的校正血氧饱和度值。Specifically, in the above step S3, the initial blood oxygen saturation value is filtered according to the preset pressure calibration data model and the target pressure value, and the corrected blood oxygen saturation corresponding to the initial blood oxygen saturation value is obtained. And the method further includes: acquiring, in a database corresponding to the preset pressure calibration data model, a target pressure calibration data model corresponding to the target pressure value, and calibrating the data model to the initial blood oxygen according to the target pressure The saturation value is subjected to a filtering process to obtain the corrected blood oxygen saturation value corresponding to the initial blood oxygen saturation value.
也就是说,压力校准数据模型为一个针对不同的压力值的多个压力校准数据模型的集合,在确定了目标压力值之后,确定与该压力值对应的目标压力校准数据模型,并根据该确定的目标压力校准数据模型对初始血氧饱和度值进行滤波校准的处理,最终输出的校正之后的校正血氧饱和度值,从而进一步的提高了对血氧饱和度值测量的准确性。That is, the pressure calibration data model is a set of multiple pressure calibration data models for different pressure values, and after determining the target pressure value, determining a target pressure calibration data model corresponding to the pressure value, and determining according to the determination The target pressure calibration data model performs a filter calibration process on the initial blood oxygen saturation value, and finally corrects the blood oxygen saturation value after the correction, thereby further improving the accuracy of the blood oxygen saturation value measurement.
在本实施例中,如果智能可穿戴设备佩戴得过松还是过紧,会导致血氧饱和度值出现很大的偏差,对于后期的滤波校正会出现极大的偏差,在此种情况下,没必要进行后续的滤波校正,直接提示用户校正佩戴方式即可。In this embodiment, if the smart wearable device is worn too loose or too tight, the blood oxygen saturation value may be greatly deviated, and the filter correction may be greatly degraded in the latter case. It is not necessary to perform subsequent filtering correction, and the user is directly prompted to correct the wearing mode.
具体的,上述步骤S2:通过所述压力传感器检测所述智能可穿戴设备在佩戴过程中的佩戴压力值作为目标压力值之后,如图7所示,还包括如下步骤S22-S3:Specifically, in the above step S2, after the pressure sensor detects the wearing pressure value of the smart wearable device as the target pressure value, as shown in FIG. 7, the following steps S22-S3 are further included:
步骤S21:判断所述目标压力值是否超过预设的压力值阈值区间;Step S21: determining whether the target pressure value exceeds a preset pressure value threshold interval;
在所述目标压力值超过预设的压力值阈值区间的情况下,执行步骤S22:生成提示信息并进行提示,以提示用户佩戴过松或过紧;If the target pressure value exceeds the preset pressure value threshold interval, step S22 is performed: generating prompt information and prompting to prompt the user to wear too loose or too tight;
在所述目标压力值未超过预设的压力值阈值区间的情况下,执行步骤S3:根据预设的压力校准数据模型以及所述目标压力值对所述初始血氧饱和度值进行滤波处理,得到与所述初始血氧饱和度值对应的校正血氧饱和度值。If the target pressure value does not exceed the preset pressure value threshold interval, step S3 is performed: filtering the initial blood oxygen saturation value according to the preset pressure calibration data model and the target pressure value, A corrected blood oxygen saturation value corresponding to the initial blood oxygen saturation value is obtained.
在本实施例中,预设一个最大佩戴压力值、以及一个最小佩戴压力值,在检测到的目标压力值大于该最大佩戴压力值或者小于该最小佩戴压力值的情况下,不执行步骤S3中的对初始血氧饱和度值的滤波校准步骤,直接提示用户佩戴过松或过紧。例如,通过语音、震动、屏幕等方式进行提示。In this embodiment, a maximum wearing pressure value and a minimum wearing pressure value are preset, and in a case where the detected target pressure value is greater than the maximum wearing pressure value or less than the minimum wearing pressure value, step S3 is not performed. The filter calibration step for the initial oxygen saturation value directly prompts the user to wear too loose or too tight. For example, prompting by voice, vibration, screen, etc.
在一个具体的实施例中,如图8所示,图8展示了上述血氧饱和度的检测方法的流程示意图。In a specific embodiment, as shown in FIG. 8, FIG. 8 shows a schematic flow chart of the above method for detecting blood oxygen saturation.
在本发明的另一个实施例中,还提供了一种血氧饱和度的检测装置,所述装置基于包含了血氧传感器的智能可穿戴设备,所述可穿戴设备还包括设置在所述智能可穿戴设备上的压力传感器,所述压力传感器可用于检测所述智能可穿戴设备在佩戴过程中的佩戴压力值。In another embodiment of the present invention, there is also provided a blood oxygen saturation detecting device based on a smart wearable device including a blood oxygen sensor, the wearable device further comprising being disposed in the smart A pressure sensor on the wearable device, the pressure sensor being operative to detect a wear pressure value of the smart wearable device during wearing.
具体的,如图9所示,该装置包括血氧饱和度值检测模块11、压力检测模块12、数据校正模块13,其中:Specifically, as shown in FIG. 9, the device includes a blood oxygen saturation value detecting module 11, a pressure detecting module 12, and a data correcting module 13, wherein:
血氧饱和度值检测模块11,用于通过所述血氧传感器获取与所述检测到的光电信号对应的初始血氧饱和度值;The blood oxygen saturation value detecting module 11 is configured to obtain, by the blood oxygen sensor, an initial blood oxygen saturation value corresponding to the detected photoelectric signal;
压力检测模块12,用于通过所述压力传感器检测所述智能可穿戴设备在佩戴过程中的佩戴压力值作为目标压力值;a pressure detecting module 12, configured to detect, by the pressure sensor, a wearing pressure value of the smart wearable device during wearing as a target pressure value;
数据校正模块13,用于根据预设的压力校准数据模型以及所述目标压力值对所述初始血氧饱和度值进行滤波处理,得到与所述初始血氧饱和度值对应的校正血氧饱和度值。The data correction module 13 is configured to filter the initial blood oxygen saturation value according to a preset pressure calibration data model and the target pressure value, to obtain a corrected blood oxygen saturation corresponding to the initial blood oxygen saturation value. Degree value.
可选的,在一个实施例中,上述血氧传感器还包括红外光发射单元、红光发射单元、光线检测单元;所述血氧饱和度值检测模块11还用于通过所述红外光发射单元向被测对象发射红外光,通过所述红光发射单元向所述被测对象发射红光;通过所述光线检测单元接收所述被测对象反射的与所述红外光、以及所述红光对应的光信号,并将所述光信号通过光电接收器转换成电信号;计算所述光线检测单元接收的红光信号的交流幅度与直流幅度的第一比值,计算所述光线检测单元接收的红外光信号的交流幅度与直流幅度的第二比值,通过计算所述第一比值与所述第二比值的比值确定所述初始血氧饱和度值。Optionally, in one embodiment, the blood oxygen sensor further includes an infrared light emitting unit, a red light emitting unit, and a light detecting unit; and the blood oxygen saturation value detecting module 11 is further configured to pass the infrared light emitting unit. Generating infrared light to the object to be measured, and transmitting red light to the object to be measured by the red light emitting unit; receiving, by the light detecting unit, the infrared light reflected by the object to be measured, and the red light Corresponding optical signal, and converting the optical signal into an electrical signal through a photoreceiver; calculating a first ratio of an alternating current amplitude and a direct current amplitude of the red light signal received by the light detecting unit, and calculating the received by the light detecting unit a second ratio of an amplitude of the infrared light signal to a magnitude of the direct current, the initial blood oxygen saturation value being determined by calculating a ratio of the first ratio to the second ratio.
可选的,在一个实施例中,所述血氧饱和度值检测模块11还用于根据预设的生理数据模型、以及所述所述第一比值与所述第二比值的比值计算所述初始血氧饱和度值。Optionally, in an embodiment, the blood oxygen saturation value detecting module 11 is further configured to calculate the ratio according to a preset physiological data model and a ratio of the first ratio to the second ratio. Initial oxygen saturation value.
可选的,在一个实施例中,如图9所示,上述装置还包括压力判断模块14,用于判断所述目标压力值是否超过预设的压力值阈值区间;在所述目标压力值超过预设的压力值阈值区间的情况下,生成提示信息并进行提示,以提示用户佩戴过松或过紧;在所述目标压力值未超过预设的压力值阈值区间的情况下,调用所述数据校正模块。Optionally, in an embodiment, as shown in FIG. 9, the apparatus further includes a pressure determining module 14 configured to determine whether the target pressure value exceeds a preset pressure value threshold interval; and the target pressure value exceeds In the case of a preset pressure value threshold interval, the prompt information is generated and prompted to prompt the user to wear too loose or too tight; if the target pressure value does not exceed the preset pressure value threshold interval, the call is invoked. Data correction module.
可选的,在一个实施例中,所述数据校正模块13还用于在所述预设的压力校准数据模型对应的数据库中,获取与所述目标压力值对应的目标压力校准数据模型,根据所述目标压力校准数据模型对所述初始血氧饱和度值进行滤波处理,以获取所述与所述初始血氧饱和度值对应的校正血氧饱和度值。Optionally, in an embodiment, the data correction module 13 is further configured to acquire, in a database corresponding to the preset pressure calibration data model, a target pressure calibration data model corresponding to the target pressure value, according to The target pressure calibration data model filters the initial blood oxygen saturation value to obtain the corrected blood oxygen saturation value corresponding to the initial blood oxygen saturation value.
可选的,在一个实施例中,所述压力传感器为电阻式压力传感器或电感式压力传感器。Optionally, in one embodiment, the pressure sensor is a resistive pressure sensor or an inductive pressure sensor.
在本发明的另一个实施例中,还提供了一种智能可穿戴设备,该智能可穿戴设备包括如前所述的血氧饱和度的检测装置,也就是说,在该智能可穿戴设备包括设置压力传感器、以及血氧传感器,其中压力传感器可用于检测所述智能可穿戴设备在佩戴过程中的佩戴压力值,血氧传感器可以用来监测佩戴者的血氧饱和度值。In another embodiment of the present invention, there is also provided a smart wearable device comprising the blood oxygen saturation detecting device as described above, that is, including in the smart wearable device A pressure sensor is provided, and a blood oxygen sensor, wherein the pressure sensor can be used to detect a wearing pressure value of the smart wearable device during wearing, and the blood oxygen sensor can be used to monitor a wearer's blood oxygen saturation value.
具体的,在一个可选的实施例中,上述智能可穿戴设备包括壳体,所述血氧传感器设置于所述壳体内部,所述压力传感器设置于所述壳体内部或外部,并且,在压力传感器安装在壳体的内部时,该压力传感器为电感式压力传感器,在压力传感器安装在壳体的外部时,该压力传感器为电阻式压力传感器。在佩戴过程中,压力传感器贴在被测对象的皮肤上,从而用来监测佩戴压力。Specifically, in an optional embodiment, the smart wearable device includes a housing, the blood oxygen sensor is disposed inside the housing, and the pressure sensor is disposed inside or outside the housing, and The pressure sensor is an inductive pressure sensor when the pressure sensor is mounted inside the housing, and the pressure sensor is a resistive pressure sensor when the pressure sensor is mounted outside the housing. During the wearing process, the pressure sensor is attached to the skin of the subject to monitor the wearing pressure.
如图5和6所示,壳体上设置有可供光线通过的孔径,红外光发射单元发出的红外光通过所述孔径向被测对象发射红外光,红光发射单元发出的红光通过所述孔径向所述被测对象发射红外光,光线检测单元通过所述孔径接收所述被测对象返回的光信号。并且,所述孔径的数量为1个或3个,也就是说,在所述孔径的数量为1个的情况下,红外光发射单元、红光发射单元、光线接收单元通过该孔径接收和发送光信号,在孔径的数量为3个的情况下,可如图5或6所示的设置分别供红外光发射单元、红光发射单元、光线接收单元的子孔径。As shown in FIGS. 5 and 6, the housing is provided with an aperture through which light can pass, and infrared light emitted from the infrared light emitting unit transmits infrared light through the aperture, and the red light emitted by the red light emitting unit passes through The object in the radial direction emits infrared light, and the light detecting unit receives the optical signal returned by the object to be measured through the aperture. Moreover, the number of the apertures is one or three, that is, in the case where the number of the apertures is one, the infrared light emitting unit, the red light emitting unit, and the light receiving unit receive and transmit through the aperture. The optical signal, in the case where the number of apertures is three, may be provided for the sub-apertures of the infrared light emitting unit, the red light emitting unit, and the light receiving unit, respectively, as shown in FIG. 5 or 6.
实施本发明实施例,将具有如下有益效果:Implementation of the embodiments of the present invention will have the following beneficial effects:
采用了上述血氧饱和度的检测方法及装置、智能可穿戴设备之后,对于设置在智能可穿戴设备上的血氧传感器来检测佩戴者的血氧饱和度的过程中,考虑到佩戴压力对于血氧饱和度值的精准度的影响,在智能可穿戴设备的佩戴位置设置压力传感器,检测在佩戴过程中的佩戴压力,并通过预设的压力校准数据模型对检测到的血氧饱和度值进行滤波校准,从而提高血氧饱和度检测的精准度。After the above blood oxygen saturation detecting method and device and the smart wearable device are used, in the process of detecting the blood oxygen saturation of the wearer by the blood oxygen sensor disposed on the smart wearable device, considering the wearing pressure for the blood The influence of the accuracy of the oxygen saturation value, the pressure sensor is set at the wearing position of the smart wearable device, the wearing pressure during the wearing process is detected, and the detected blood oxygen saturation value is performed by the preset pressure calibration data model. Filter calibration to improve the accuracy of blood oxygen saturation detection.
在上述实施例中,可以全部或部分的通过软件、硬件、固件或者其任意组合来实现。当使用软件程序实现时,可以全部或部分地以计算机程序产品的形式实现。所述计算机程序产品包括一个或多个计算机指令。在计算机上加载和执行所述计算机程序指令时,全部或部分地产生按照本发明实施例所述的流程或功能。所述计算机可以是通用计算机、专用计算机、计算机网络、或者其他可编程装置。所述计算机指令可以存储在计算机可读存储介质中,或者从一个计算机可读存储介质向另一个计算机可读存储介质传输,例如,所述计算机指令可以从一个网站站点、计算机、服务器或者数据中心通过有线(例如同轴电缆、光纤、数字用户线(DSL))或无线(例如红外、无线、微波等)方式向另一个网站站点、计算机、服务器或者数据中心进行传输。所述计算机可读存储介质可以是计算机能够存取的任何可用介质或者是包含一个或多个可用介质集成的服务器、数据中心等数据存储设备。所述可用介质可以是磁性介质,(例如,软盘、硬盘、磁带)、光介质(例如,DVD)、或半导体介质(例如固态硬盘Solid State Disk(SSD))等。In the above embodiments, it may be implemented in whole or in part by software, hardware, firmware, or any combination thereof. When implemented using a software program, it may be implemented in whole or in part in the form of a computer program product. The computer program product includes one or more computer instructions. When the computer program instructions are loaded and executed on a computer, the processes or functions described in accordance with embodiments of the present invention are generated in whole or in part. The computer can be a general purpose computer, a special purpose computer, a computer network, or other programmable device. The computer instructions can be stored in a computer readable storage medium or transferred from one computer readable storage medium to another computer readable storage medium, for example, the computer instructions can be from a website site, computer, server or data center Transfer to another website site, computer, server, or data center by wire (eg, coaxial cable, fiber optic, digital subscriber line (DSL), or wireless (eg, infrared, wireless, microwave, etc.). The computer readable storage medium can be any available media that can be accessed by a computer or a data storage device such as a server, data center, or the like that includes one or more available media. The usable medium may be a magnetic medium (eg, a floppy disk, a hard disk, a magnetic tape), an optical medium (eg, a DVD), or a semiconductor medium (such as a solid state disk (SSD)) or the like.
在一个实施例中,如图10所示,图10展示了一种运行上述血氧饱和度的检测方法的基于冯诺依曼体系的计算机系统的终端。该计算机系统可以是智能手机、平板电脑、掌上电脑、笔记本电脑或个人电脑等终端设备。具体的,可包括通过系统总线连接的外部输入接口1001、处理器1002、存储器1003和输出接口1004。其中,外部输入接口1001可选的可至少包括网络接口10012。存储器1003可包括外存储器10032(例如硬盘、光盘或软盘等)和内存储器10034。输出接口1004可至少包括显示屏10042等设备。In one embodiment, as shown in FIG. 10, FIG. 10 illustrates a terminal of a von Neumann system-based computer system that operates the above-described method of detecting blood oxygen saturation. The computer system can be a terminal device such as a smartphone, a tablet, a palmtop, a laptop, or a personal computer. Specifically, an external input interface 1001, a processor 1002, a memory 1003, and an output interface 1004 connected through a system bus may be included. The external input interface 1001 can optionally include at least a network interface 10012. The memory 1003 may include an external memory 10032 (eg, a hard disk, an optical disk, or a floppy disk, etc.) and an internal memory 10034. The output interface 1004 can include at least a device such as a display 10042.
在本实施例中,本方法的运行基于计算机程序,该计算机程序的程序文件存储于前述基于冯诺依曼体系的计算机系统的外存储器10032中,在运行时被加载到内存储器10034中,然后被编译为机器码之后传递至处理器1002中执行,从而使得基于冯诺依曼体系的计算机系统中形成逻辑上的目标消息接收模块102、风险判定模块104、第一答案信息获取模块106、第二答案信息获取模块108、答案信息比对模块110以及风险提示模块112。且在上述血氧饱和度的检测方法执行过程中,输入的参数均通过外部输入接口1001接收,并传递至存储器1003中缓存,然后输入到处理器1002中进行处理,处理的结果数据或缓存于存储器1003中进行后续地处理,或被传递至输出接口1004进行输出。In this embodiment, the operation of the method is based on a computer program whose program file is stored in the external memory 10032 of the aforementioned von Neumann system-based computer system, loaded into the internal memory 10034 at runtime, and then After being compiled into a machine code, it is passed to the processor 1002 for execution, so that the logical target message receiving module 102, the risk determining module 104, the first answer information acquiring module 106, and the first are formed in the von Neumann system-based computer system. The two answer information obtaining module 108, the answer information matching module 110, and the risk prompting module 112. And during the execution of the above-mentioned blood oxygen saturation detecting method, the input parameters are all received through the external input interface 1001, and transferred to the buffer in the memory 1003, and then input to the processor 1002 for processing, and the processed result data or cached in Subsequent processing is performed in the memory 1003 or passed to the output interface 1004 for output.
以上所揭露的仅为本发明较佳实施例而已,当然不能以此来限定本发明之权利范围,因此依本发明权利要求所作的等同变化,仍属本发明所涵盖的范围。The above is only the preferred embodiment of the present invention, and the scope of the present invention is not limited thereto, and thus equivalent changes made in the claims of the present invention are still within the scope of the present invention.

Claims (17)

  1. 一种血氧饱和度的检测方法,其特征在于,所述方法基于包含了血氧传感器的智能可穿戴设备,所述可穿戴设备还包括设置在所述智能可穿戴设备上的压力传感器,所述压力传感器可用于检测所述智能可穿戴设备在佩戴过程中的佩戴压力值;A method for detecting blood oxygen saturation, characterized in that the method is based on a smart wearable device including a blood oxygen sensor, the wearable device further comprising a pressure sensor disposed on the smart wearable device, The pressure sensor can be used to detect a wearing pressure value of the smart wearable device during wearing;
    所述方法包括:The method includes:
    通过所述血氧传感器获取与所述检测到的光电信号对应的初始血氧饱和度值;Acquiring an initial blood oxygen saturation value corresponding to the detected photoelectric signal by the blood oxygen sensor;
    通过所述压力传感器检测所述智能可穿戴设备在佩戴过程中的佩戴压力值作为目标压力值;Detecting, by the pressure sensor, a wearing pressure value of the smart wearable device during wearing as a target pressure value;
    根据预设的压力校准数据模型以及所述目标压力值对所述初始血氧饱和度值进行滤波处理,得到与所述初始血氧饱和度值对应的校正血氧饱和度值。The initial blood oxygen saturation value is filtered according to the preset pressure calibration data model and the target pressure value to obtain a corrected blood oxygen saturation value corresponding to the initial blood oxygen saturation value.
  2. 根据权利要求1所述的方法,其特征在于,所述血氧传感器还包括红外光发射单元、红光发射单元、光线检测单元;The method according to claim 1, wherein the blood oxygen sensor further comprises an infrared light emitting unit, a red light emitting unit, and a light detecting unit;
    通过所述血氧传感器获取与所述检测到的光电信号对应的初始血氧饱和度值的步骤,还包括:And the step of obtaining, by the blood oxygen sensor, an initial blood oxygen saturation value corresponding to the detected photoelectric signal, further comprising:
    通过所述红外光发射单元向被测对象发射红外光,通过所述红光发射单元向所述被测对象发射红光;The infrared light emitting unit emits infrared light to the object to be measured, and the red light emitting unit emits red light to the object to be tested;
    通过所述光线检测单元接收所述被测对象反射的与所述红外光、以及所述红光对应的光信号,并将所述光信号通过光电接收器转换成电信号;Receiving, by the light detecting unit, an optical signal corresponding to the infrared light and the red light reflected by the measured object, and converting the optical signal into an electrical signal by using a photoelectric receiver;
    计算所述光线检测单元接收的红光信号的交流幅度与直流幅度的第一比值,计算所述光线检测单元接收的红外光信号的交流幅度与直流幅度的第二比值,通过计算所述第一比值与所述第二比值的比值确定所述初始血氧饱和度值。Calculating a first ratio of an alternating current amplitude and a direct current amplitude of the red light signal received by the light detecting unit, and calculating a second ratio of an alternating current amplitude and a direct current amplitude of the infrared light signal received by the light detecting unit, by calculating the first The ratio of the ratio to the second ratio determines the initial blood oxygen saturation value.
  3. 根据权利要求2所述的方法,其特征在于,所述通过计算所述第一比值与所述第二比值的比值确定所述初始血氧饱和度值的步骤,还包括:The method according to claim 2, wherein the step of determining the initial blood oxygen saturation value by calculating a ratio of the first ratio to the second ratio further comprises:
    根据预设的生理数据模型、以及所述所述第一比值与所述第二比值的比值计算所述初始血氧饱和度值。The initial blood oxygen saturation value is calculated according to a preset physiological data model and a ratio of the first ratio to the second ratio.
  4. 根据权利要求1至3任一所述的方法,其特征在于,通过所述压力传感器检测所述智能可穿戴设备在佩戴过程中的佩戴压力值作为目标压力值的步骤之后,还包括:The method according to any one of claims 1 to 3, further comprising: after the step of detecting, by the pressure sensor, a wearing pressure value of the smart wearable device as a target pressure value during the wearing process, further comprising:
    判断所述目标压力值是否超过预设的压力值阈值区间;Determining whether the target pressure value exceeds a preset pressure value threshold interval;
    在所述目标压力值超过预设的压力值阈值区间的情况下,生成提示信息并进行提示,以提示用户佩戴过松或过紧;When the target pressure value exceeds a preset pressure value threshold interval, generating prompt information and prompting to prompt the user to wear too loose or too tight;
    在所述目标压力值未超过预设的压力值阈值区间的情况下,执行所述根据预设的压力校准数据模型以及所述目标压力值对所述初始血氧饱和度值进行滤波处理,得到与所述初始血氧饱和度值对应的校正血氧饱和度值的步骤。And performing the filtering process on the initial blood oxygen saturation value according to the preset pressure calibration data model and the target pressure value, if the target pressure value does not exceed the preset pressure value threshold interval A step of correcting the blood oxygen saturation value corresponding to the initial blood oxygen saturation value.
  5. 根据权利要求1所述的方法,其特征在于,根据预设的压力校准数据模型以及所述目标压力值对所述初始血氧饱和度值进行滤波处理,得到与所述初始血氧饱和度值对应的校正血氧饱和度值的步骤,还包括:The method according to claim 1, wherein the initial blood oxygen saturation value is filtered according to a preset pressure calibration data model and the target pressure value, and the initial blood oxygen saturation value is obtained. The corresponding steps of correcting the oxygen saturation value further include:
    在所述预设的压力校准数据模型对应的数据库中,获取与所述目标压力值对应的目标压力校准数据模型,根据所述目标压力校准数据模型对所述初始血氧饱和度值进行滤波处理,以获取与所述初始血氧饱和度值对应的校正血氧饱和度值。And acquiring, in a database corresponding to the preset pressure calibration data model, a target pressure calibration data model corresponding to the target pressure value, and filtering the initial blood oxygen saturation value according to the target pressure calibration data model And obtaining a corrected blood oxygen saturation value corresponding to the initial blood oxygen saturation value.
  6. 根据权利要求1至5任一所述的方法,其特征在于,所述压力传感器为电阻式压力传感器或电感式压力传感器。The method according to any one of claims 1 to 5, characterized in that the pressure sensor is a resistive pressure sensor or an inductive pressure sensor.
  7. 一种血氧饱和度的检测装置,其特征在于,所述装置基于包含了血氧传感器的智能可穿戴设备,所述可穿戴设备还包括设置在所述智能可穿戴设备上的压力传感器,所述压力传感器可用于检测所述智能可穿戴设备在佩戴过程中的佩戴压力值;A blood oxygen saturation detecting device, characterized in that the device is based on a smart wearable device including a blood oxygen sensor, the wearable device further comprising a pressure sensor disposed on the smart wearable device, The pressure sensor can be used to detect a wearing pressure value of the smart wearable device during wearing;
    所述装置包括:The device includes:
    血氧饱和度值检测模块,用于通过所述血氧传感器获取与所述检测到的光电信号对应的初始血氧饱和度值;a blood oxygen saturation value detecting module, configured to acquire, by the blood oxygen sensor, an initial blood oxygen saturation value corresponding to the detected photoelectric signal;
    压力检测模块,用于通过所述压力传感器检测所述智能可穿戴设备在佩戴过程中的佩戴压力值作为目标压力值;a pressure detecting module, configured to detect, by the pressure sensor, a wearing pressure value of the smart wearable device during wearing as a target pressure value;
    数据校正模块,用于根据预设的压力校准数据模型以及所述目标压力值对所述初始血氧饱和度值进行滤波处理,得到与所述初始血氧饱和度值对应的校正血氧饱和度值。a data correction module, configured to filter the initial blood oxygen saturation value according to a preset pressure calibration data model and the target pressure value, to obtain a corrected blood oxygen saturation corresponding to the initial blood oxygen saturation value value.
  8. 根据权利要求7所述的装置,其特征在于,所述血氧传感器还包括红外光发射单元、红光发射单元、光线检测单元;The device according to claim 7, wherein the blood oxygen sensor further comprises an infrared light emitting unit, a red light emitting unit, and a light detecting unit;
    所述血氧饱和度值检测模块还用于通过所述红外光发射单元向被测对象发射红外光,通过所述红光发射单元向所述被测对象发射红光;通过所述光线检测单元接收所述被测对象反射的与所述红外光、以及所述红光对应的光信号,并将所述光信号通过光电接收器转换成电信号;计算所述光线检测单元接收的红光信号的交流幅度与直流幅度的第一比值,计算所述光线检测单元接收的红外光信号的交流幅度与直流幅度的第二比值,通过计算所述第一比值与所述第二比值的比值确定所述初始血氧饱和度值。The blood oxygen saturation value detecting module is further configured to emit infrared light to the object to be measured by the infrared light emitting unit, and emit red light to the object to be measured by the red light emitting unit; and pass the light detecting unit Receiving an optical signal corresponding to the infrared light and the red light reflected by the measured object, and converting the optical signal into an electrical signal by a photoreceiver; calculating a red light signal received by the light detecting unit Calculating a second ratio of an alternating current amplitude of the infrared light signal received by the light detecting unit to a direct current amplitude, and calculating a ratio of the first ratio to the second ratio by determining a first ratio of the amplitude of the alternating current to the direct current amplitude The initial oxygen saturation value is described.
  9. 根据权利要求8所述的装置,其特征在于,所述血氧饱和度值检测模块还用于根据预设的生理数据模型、以及所述所述第一比值与所述第二比值的比值计算所述初始血氧饱和度值。The apparatus according to claim 8, wherein the blood oxygen saturation value detecting module is further configured to calculate according to a preset physiological data model and a ratio of the first ratio to the second ratio The initial blood oxygen saturation value.
  10. 根据权利要求7至9任一所述的装置,其特征在于,所述装置还包括压力判断模块,用于判断所述目标压力值是否超过预设的压力值阈值区间;在所述目标压力值超过预设的压力值阈值区间的情况下,生成提示信息并进行提示,以提示用户佩戴过松或过紧;在所述目标压力值未超过预设的压力值阈值区间的情况下,调用所述数据校正模块。The device according to any one of claims 7 to 9, wherein the device further comprises a pressure judging module, configured to determine whether the target pressure value exceeds a preset pressure value threshold interval; and the target pressure value When the preset pressure value threshold interval is exceeded, the prompt information is generated and prompted to prompt the user to wear too loose or too tight; if the target pressure value does not exceed the preset pressure value threshold interval, the call is performed. The data correction module.
  11. 根据权利要求7所述的装置,其特征在于,所述数据校正模块还用于在所述预设的压力校准数据模型对应的数据库中,获取与所述目标压力值对应的目标压力校准数据模型,根据所述目标压力校准数据模型对所述初始血氧饱和度值进行滤波处理,以获取所述与所述初始血氧饱和度值对应的校正血氧饱和度值。The device according to claim 7, wherein the data correction module is further configured to acquire a target pressure calibration data model corresponding to the target pressure value in a database corresponding to the preset pressure calibration data model And filtering the initial blood oxygen saturation value according to the target pressure calibration data model to obtain the corrected blood oxygen saturation value corresponding to the initial blood oxygen saturation value.
  12. 根据权利要求7至11任一所述的装置,其特征在于,所述压力传感器为电阻式压力传感器或电感式压力传感器。The device according to any one of claims 7 to 11, wherein the pressure sensor is a resistive pressure sensor or an inductive pressure sensor.
  13. 一种智能可穿戴设备,其特征在于,所述智能可穿戴设备包括如权利要求7-12所述的血氧饱和度的检测装置。A smart wearable device, characterized in that the smart wearable device comprises the blood oxygen saturation detecting device according to claims 7-12.
  14. 根据权利要求13所述的智能可穿戴设备,其特征在于,所述智能可穿戴设备包括壳体,所述血氧传感器设置于所述壳体内部,所述压力传感器设置于所述壳体内部或外部。The smart wearable device according to claim 13, wherein the smart wearable device comprises a housing, the blood oxygen sensor is disposed inside the housing, and the pressure sensor is disposed inside the housing Or external.
  15. 根据权利要求13所述的智能可穿戴设备,其特征在于,所述壳体上设置有可供光线通过的孔径,红外光发射单元发出的红外光通过所述孔径向被测对象发射红外光,红光发射单元发出的红光通过所述孔径向所述被测对象发射红外光,光线检测单元通过所述孔径接收所述被测对象返回的光信号。The smart wearable device according to claim 13, wherein the housing is provided with an aperture through which light passes, and infrared light emitted from the infrared light emitting unit emits infrared light through the aperture. The red light emitted by the red light emitting unit emits infrared light through the hole in the radial direction, and the light detecting unit receives the light signal returned by the measured object through the aperture.
  16. 根据权利要求13所述的智能可穿戴设备,其特征在于,所述孔径的数量为1个或3个。The smart wearable device according to claim 13, wherein the number of the apertures is one or three.
  17. 一种计算机可读存储介质,包括计算机指令,当所述计算机指令在计算机上运行时,使得计算机执行如权利要求1-6所述的血氧饱和度的检测方法。A computer readable storage medium comprising computer instructions that, when executed on a computer, cause the computer to perform the method of detecting blood oxygen saturation as set forth in claims 1-6.
PCT/CN2018/086189 2018-05-09 2018-05-09 Blood oxygen saturation measurement method and device, smart wearable device WO2019213874A1 (en)

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