TWI777103B - Electronic device and blood oxygen correction method - Google Patents

Electronic device and blood oxygen correction method Download PDF

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TWI777103B
TWI777103B TW108140171A TW108140171A TWI777103B TW I777103 B TWI777103 B TW I777103B TW 108140171 A TW108140171 A TW 108140171A TW 108140171 A TW108140171 A TW 108140171A TW I777103 B TWI777103 B TW I777103B
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blood oxygen
oxygen concentration
processor
momentum
weight
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TW108140171A
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Chinese (zh)
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TW202118442A (en
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莊亞欣
邱志鴻
林嵩哲
邱啟瑞
翁志偉
蔡宗軒
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達爾生技股份有限公司
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Priority to CN202010633508.0A priority patent/CN112773359A/en
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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/145Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
    • A61B5/1455Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue using optical sensors, e.g. spectral photometrical oximeters
    • A61B5/14551Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue using optical sensors, e.g. spectral photometrical oximeters for measuring blood gases
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7203Signal processing specially adapted for physiological signals or for diagnostic purposes for noise prevention, reduction or removal
    • A61B5/7207Signal processing specially adapted for physiological signals or for diagnostic purposes for noise prevention, reduction or removal of noise induced by motion artifacts
    • A61B5/721Signal processing specially adapted for physiological signals or for diagnostic purposes for noise prevention, reduction or removal of noise induced by motion artifacts using a separate sensor to detect motion or using motion information derived from signals other than the physiological signal to be measured

Abstract

The present disclosure relates to an electronic device and blood oxygen correction method. The electronic device includes a blood oxygen detector, a gravity sensor and a processor. The processor is electrically connected to the blood oxygen detector and the gravity sensor. The blood oxygen detector is configured to continuously emit a plurality of radiations and detect the radiations. The gravity sensor is configured to continuously detect a plurality of acceleration signals. The processor is configured to respectively calculate a plurality of oxygen saturations according to the radiations, and convert the acceleration signals into a plurality of momentums. The processor is configured to calculate a momentum weight corresponding to each momentum and a time weight corresponding to each oxygen saturation. The processor is configured to calculate a final weight according to the momentum weight and the time weight, and generate a corrected oxygen saturation according to the final weight.

Description

電子裝置以及血氧濃度補償方法Electronic device and blood oxygen concentration compensation method

本揭示內容關於一種分電子裝置以及血氧濃度補償方法,且特別是有關於一種利用動量參數以及時間參數補償血氧濃度的電子裝置以及血氧濃度補償方法。The present disclosure relates to a sub-electronic device and a blood oxygen concentration compensation method, and more particularly, to an electronic device and a blood oxygen concentration compensation method for compensating blood oxygen concentration using momentum parameters and time parameters.

血氧探測器是用來量測人體血液中血紅素(Hemoglobin)帶氧量的一種醫療儀器,利用非侵入式的光調變技術進行測量,藉由兩種能被人體血液中之帶氧血紅素及去氧血紅素吸收的特定波長光源,照射在人體血管密集的皮膚組織,即可依據輸出光與原入射光的強度變化得到血液中帶氧血紅素及去氧血紅素的個別濃度變化訊號,以測得血氧濃度值。The blood oxygen detector is a medical instrument used to measure the oxygen content of hemoglobin in human blood. It uses non-invasive light modulation technology to measure. The light source of a specific wavelength absorbed by oxyhemoglobin and deoxyhemoglobin is irradiated on the skin tissue with dense blood vessels in the human body, and the individual concentration change signals of oxyhemoglobin and deoxyhemoglobin in the blood can be obtained according to the intensity change of the output light and the original incident light. , to measure the blood oxygen concentration.

然而,由於使用血氧探測器時,時常因使用者的手部震動、晃動所產生的雜訊干擾血氧探測器的偵測,導致血氧探測器偵測到的血氧濃度值產生偏差。因此,如何減低使用者的手部震動、晃動所產生的雜訊,使得血氧濃度值可以更準確,提升血氧探測器的抗干擾能力是本領域待解決的問題。However, when the blood oxygen detector is used, the noise generated by the vibration and shaking of the user's hand often interferes with the detection of the blood oxygen detector, resulting in deviations in the blood oxygen concentration value detected by the blood oxygen detector. Therefore, how to reduce the noise generated by the vibration and shaking of the user's hand, so that the blood oxygen concentration value can be more accurate, and how to improve the anti-interference ability of the blood oxygen detector are problems to be solved in the art.

本揭示內容之第一態樣是在提供一種電子裝置,其包含血氧探測器、重力感測器以及處理器。處理器與血氧探測器以及重力感測器電性連接。血氧探測器用以連續發射複數個射線並偵測射線,重力感測器用以連續偵測複數個加速度訊號。處理器用以根據射線分別計算對應的複數個血氧濃度值,將加速度訊號轉換為對應的複數個動量,並分別計算每一動量對應的動量權重;接著分別計算每一血氧濃度值對應的時間權重,以及根據動量權重與時間權重計算出對應的最終權重,並根據最終權重產生補償後血氧濃度值。A first aspect of the present disclosure provides an electronic device including a blood oxygen detector, a gravity sensor, and a processor. The processor is electrically connected with the blood oxygen detector and the gravity sensor. The blood oxygen detector is used to continuously emit a plurality of rays and detect the rays, and the gravity sensor is used to continuously detect a plurality of acceleration signals. The processor is used to calculate a plurality of corresponding blood oxygen concentration values according to the rays, convert the acceleration signal into a corresponding plurality of momentums, and respectively calculate the momentum weight corresponding to each momentum; and then calculate the time corresponding to each blood oxygen concentration value respectively. weight, and the corresponding final weight is calculated according to the momentum weight and the time weight, and the compensated blood oxygen concentration value is generated according to the final weight.

本揭示內容之第二態樣是在提供一種血氧濃度補償方法。血氧濃度補償方法包含下列步驟:藉由血氧探測器連續發射複數個射線並偵測射線;藉由處理器根據射線分別計算對應的複數個血氧濃度值;藉由重力感測器連續偵測複數個加速度訊號;藉由處理器將加速度訊號轉換為對應的複數個動量,並分別計算每一動量對應的動量權重;藉由處理器分別計算每一血氧濃度值對應的時間權重;以及藉由處理器根據動量權重與時間權重計算調整對應的血氧濃度值,並產生修正後的血氧濃度值。A second aspect of the present disclosure is to provide a blood oxygen concentration compensation method. The blood oxygen concentration compensation method includes the following steps: continuous emission of a plurality of rays by a blood oxygen detector and detection of the rays; calculation of a plurality of corresponding blood oxygen concentration values by a processor according to the rays; continuous detection by a gravity sensor measuring a plurality of acceleration signals; converting the acceleration signals into a corresponding plurality of momentums by the processor, and separately calculating the momentum weight corresponding to each momentum; calculating the time weight corresponding to each blood oxygen concentration value by the processor; and The processor calculates and adjusts the corresponding blood oxygen concentration value according to the momentum weight and the time weight, and generates a corrected blood oxygen concentration value.

本揭露之電子裝置以及血氧濃度補償方法,其主要係改進使用者的手部震動、晃動所產生的雜訊,影響血氧探測器準確度的問題。利用重力感測器偵測使用者手部的晃動程度以及訊號接收到的時間作為計算權重的方式,達到弱化使用者的手部震動、晃動所產生的雜訊,使得血氧濃度值可以更準確,提升血氧探測器的抗干擾能力的功效。The electronic device and the blood oxygen concentration compensation method of the present disclosure are mainly aimed at improving the noise generated by the vibration and shaking of the user's hand, which affects the accuracy of the blood oxygen detector. The gravity sensor is used to detect the shaking degree of the user's hand and the time when the signal is received as a way to calculate the weight, so as to weaken the noise generated by the shaking and shaking of the user's hand, so that the blood oxygen concentration value can be more accurate. , to improve the anti-interference ability of the blood oxygen detector.

以下將以圖式揭露本案之複數個實施方式,為明確說明起見,許多實務上的細節將在以下敘述中一併說明。然而,應瞭解到,這些實務上的細節不應用以限制本案。也就是說,在本揭示內容部分實施方式中,這些實務上的細節是非必要的。此外,為簡化圖式起見,一些習知慣用的結構與元件在圖式中將以簡單示意的方式繪示之。Several embodiments of the present case will be disclosed in the following figures. For the sake of clarity, many practical details will be described together in the following description. It should be understood, however, that these practical details should not be used to limit the present case. That is, in some embodiments of the present disclosure, these practical details are unnecessary. In addition, for the purpose of simplifying the drawings, some well-known structures and elements will be shown in a simple and schematic manner in the drawings.

於本文中,當一元件被稱為「連接」或「耦接」時,可指「電性連接」或「電性耦接」。「連接」或「耦接」亦可用以表示二或多個元件間相互搭配操作或互動。此外,雖然本文中使用「第一」、「第二」、…等用語描述不同元件,該用語僅是用以區別以相同技術用語描述的元件或操作。除非上下文清楚指明,否則該用語並非特別指稱或暗示次序或順位,亦非用以限定本發明。In this document, when an element is referred to as being "connected" or "coupled," it may be referred to as "electrically connected" or "electrically coupled." "Connected" or "coupled" may also be used to indicate the cooperative operation or interaction between two or more elements. In addition, although terms such as "first", "second", . . . are used herein to describe different elements, the terms are only used to distinguish elements or operations described by the same technical terms. Unless clearly indicated by the context, the terms do not specifically refer to or imply a sequence or sequence and are not intended to limit the invention.

請參閱第1圖。第1圖係根據本案之一些實施例所繪示之電子裝置100的示意圖。如第1圖所繪示,電子裝置100包含血氧探測器110、重力感測器120、處理器130、通訊單元140、顯示器150以及記憶單元160。處理器130電性連接至血氧探測器110、重力感測器120、通訊單元140、顯示器150以及記憶單元160。血氧探測器110用以連續偵測複數個血氧濃度,重力感測器120用以連續偵測複數個加速度訊號。處理器130用以根據血氧濃度計算血氧濃度值,並進一步利用加速度訊號修正血氧濃度值,達到抗雜訊的效果。See Figure 1. FIG. 1 is a schematic diagram of an electronic device 100 according to some embodiments of the present application. As shown in FIG. 1 , the electronic device 100 includes a blood oxygen detector 110 , a gravity sensor 120 , a processor 130 , a communication unit 140 , a display 150 and a memory unit 160 . The processor 130 is electrically connected to the blood oxygen detector 110 , the gravity sensor 120 , the communication unit 140 , the display 150 and the memory unit 160 . The blood oxygen detector 110 is used for continuously detecting a plurality of blood oxygen concentrations, and the gravity sensor 120 is used for continuously detecting a plurality of acceleration signals. The processor 130 is used for calculating the blood oxygen concentration value according to the blood oxygen concentration, and further correcting the blood oxygen concentration value by using the acceleration signal to achieve the effect of anti-noise.

於本發明各實施例中,處理器130實施為積體電路如微控制單元(microcontroller)、微處理器(microprocessor)、數位訊號處理器(digital signal processor)、特殊應用積體電路(application specific integrated circuit, ASIC)、邏輯電路或其他類似元件或上述元件的組合。通訊單元140可以實施為全球行動通訊(global system for mobile communication, GSM)、個人手持式電話系統(personal handy-phone system, PHS)、長期演進系統(long term evolution, LTE)、全球互通微波存取系統(worldwide interoperability for microwave access, WiMAX)、無線保真系統(wireless fidelity, Wi-Fi)或藍芽傳輸等。記憶單元160可以實施為可讀取記錄媒體,例如記憶體、硬碟、隨身碟、記憶卡等某些實施例中,電腦程式及資料可以儲存於可攜式記錄媒體上。In each embodiment of the present invention, the processor 130 is implemented as an integrated circuit such as a microcontroller, a microprocessor, a digital signal processor, and an application specific integrated circuit. circuit, ASIC), logic circuit or other similar elements or a combination of the above elements. The communication unit 140 may be implemented as global system for mobile communication (GSM), personal handy-phone system (PHS), long term evolution (LTE), global interoperability for microwave access system (worldwide interoperability for microwave access, WiMAX), wireless fidelity system (wireless fidelity, Wi-Fi) or Bluetooth transmission, etc. The memory unit 160 can be implemented as a readable recording medium, such as a memory, a hard disk, a pen drive, a memory card, etc. In some embodiments, computer programs and data can be stored on a portable recording medium.

承上述,電子裝置100可以實施為智能手環、智能手錶或其他類似元件的組合。於一實施例中,血氧探測器110以及重力感測器120可以與處理器130結合,用以量測使用者手腕處的血氧濃度。於另一實施例中,血氧探測器110以及重力感測器120可以與處理器130分離,用以量測使用者手指處的血氧濃度,再經由有線電路將血氧濃度以及加速度訊號傳輸置處理器130。As mentioned above, the electronic device 100 may be implemented as a smart bracelet, a smart watch, or a combination of other similar elements. In one embodiment, the blood oxygen detector 110 and the gravity sensor 120 can be combined with the processor 130 to measure the blood oxygen concentration at the user's wrist. In another embodiment, the blood oxygen detector 110 and the gravity sensor 120 can be separated from the processor 130 to measure the blood oxygen concentration at the user's finger, and then transmit the blood oxygen concentration and acceleration signals through the wired circuit The processor 130 is installed.

請參閱第2圖。第2圖係根據本案之一些實施例所繪示之血氧濃度補償方法200的流程圖。於一實施例中,第2圖所示之血氧濃度補償方法200可以應用於第1圖的電子裝置100上,處理器130用以根據下列血氧濃度補償方法200所描述之步驟,計算血氧濃度值,並進一步利用加速度訊號修正血氧濃度值,達到抗雜訊的效果。See Figure 2. FIG. 2 is a flowchart of a blood oxygen concentration compensation method 200 according to some embodiments of the present application. In one embodiment, the blood oxygen concentration compensation method 200 shown in FIG. 2 can be applied to the electronic device 100 of FIG. 1, and the processor 130 is used to calculate the blood oxygen concentration according to the steps described in the blood oxygen concentration compensation method 200 below. The oxygen concentration value is further corrected by the acceleration signal to achieve the effect of anti-noise.

如第2圖所示,血氧濃度補償方法200首先執行步驟S210,藉由血氧探測器110連續發射複數個射線,並偵測射線,接著執行步驟S220藉由處理器130根據接收到的射線分別計算對應的血氧濃度值。請參閱第3A圖。第3A圖係根據本案之一些實施例所繪示之血氧探測器110的操作示意圖。於一實施例中,血氧探測器110中例如具有發射器111a及111b與光感測器112,發射器111a及111b用以分別發射第一射線與第二射線,第一射線可以實施為紅光射線,紅光射線波長例如為660nm,第二射線可以實施為紅外光射線,紅外光射線波長可以為880nm或895nm或905nm或940nm。As shown in FIG. 2 , the blood oxygen concentration compensation method 200 first executes step S210 , the blood oxygen detector 110 continuously emits a plurality of rays, and detects the rays, and then executes step S220 by the processor 130 according to the received rays Calculate the corresponding blood oxygen concentration value respectively. See Figure 3A. FIG. 3A is a schematic diagram illustrating the operation of the blood oxygen detector 110 according to some embodiments of the present application. In one embodiment, the blood oxygen detector 110 includes, for example, transmitters 111a and 111b and a light sensor 112. The transmitters 111a and 111b are used to emit a first ray and a second ray, respectively, and the first ray can be implemented as a red ray. The wavelength of the light rays, the red light rays is, for example, 660 nm, the second rays can be implemented as infrared rays, and the wavelengths of the infrared rays can be 880 nm or 895 nm or 905 nm or 940 nm.

如第3A圖所示,發射器111a及111b發射出的第一射線與第二射線會穿透使用者的手指F,使得第一射線與第二射線在穿透使用者的手指F時有不同程度的衰減,以偵測血液中氧氣的濃度,處理器130再根據血氧濃度計算對應的血氧濃度值。舉例而言,當前接收到的血氧濃度值為95。As shown in FIG. 3A, the first rays and the second rays emitted by the transmitters 111a and 111b will penetrate the user's finger F, so that the first rays and the second rays penetrate the user's finger F differently. In order to detect the oxygen concentration in the blood, the processor 130 calculates the corresponding blood oxygen concentration value according to the blood oxygen concentration. For example, the currently received blood oxygen concentration value is 95.

請參閱第3B圖。第3B圖係根據本案之一些實施例所繪示之血氧探測器110的操作示意圖。於另一實施例中,血氧探測器110中具有發射器111a及111b與光感測器112,第3B圖所示的實施例與第3A圖所示的實施例的差異在於,發射器111a及111b發射的第一射線與第二射線會被使用者的手指F反射,再被光感測器112接收,以偵測血液中氧氣的濃度,處理器130再根據血氧濃度計算對應的血氧濃度值。See Figure 3B. FIG. 3B is a schematic diagram illustrating the operation of the blood oxygen detector 110 according to some embodiments of the present application. In another embodiment, the blood oxygen detector 110 has transmitters 111a and 111b and a light sensor 112. The difference between the embodiment shown in FIG. 3B and the embodiment shown in FIG. 3A is that the transmitter 111a The first and second rays emitted by and 111b will be reflected by the user's finger F, and then received by the light sensor 112 to detect the oxygen concentration in the blood, and the processor 130 will calculate the corresponding blood oxygen concentration according to the blood oxygen concentration. Oxygen concentration value.

承上述,第3A圖所示的血氧探測器110屬於穿透式量測的血氧探測器,第3B圖所示的血氧探測器110屬於反射式量測的血氧探測器,本揭露不限於此。於另一實施例中,請參閱第3C圖,第3C圖係根據本案之一些實施例所繪示之血氧探測器110的操作示意圖。第3C圖所示的血氧探測器110結合穿透式量測與反射式量測以偵測血液中氧氣的濃度,本揭露不限於此。Based on the above, the blood oxygen detector 110 shown in FIG. 3A belongs to the blood oxygen detector for penetrating measurement, and the blood oxygen detector 110 shown in FIG. 3B belongs to the blood oxygen detector for reflection measurement. Not limited to this. In another embodiment, please refer to FIG. 3C, which is a schematic diagram of the operation of the blood oxygen detector 110 according to some embodiments of the present application. The blood oxygen detector 110 shown in FIG. 3C combines transmission measurement and reflection measurement to detect the concentration of oxygen in blood, but the present disclosure is not limited thereto.

血氧濃度補償方法200執行步驟S230,藉由重力感測器120連續偵測複數個加速度訊號,接著執行步驟S240藉由處理器130將加速度訊號轉換為對應的複數個動量。於一實施例中,重力感測器120會偵測三軸(Pitch、Yaw、Roll)的加速度,處理器130用以選擇重力感測器120偵測到的三軸的加速度值中數值最大的加速度值,再將加速度值量化至0~100的區間作為動量。於另一實施例中,處理器130也可以將三軸的加速度取平均值或最大值後,再將加速度值量化至0~100的區間作為動量,本揭露不限於此。The blood oxygen concentration compensation method 200 executes step S230, continuously detects a plurality of acceleration signals by the gravity sensor 120, and then executes step S240, and then the processor 130 converts the acceleration signals into a plurality of corresponding momentums. In one embodiment, the gravity sensor 120 detects the acceleration of three axes (Pitch, Yaw, Roll), and the processor 130 is used to select the acceleration value of the three axes detected by the gravity sensor 120 with the largest value. Acceleration value, and then quantify the acceleration value to the interval of 0~100 as momentum. In another embodiment, the processor 130 can also quantify the acceleration value to a range of 0-100 as the momentum after taking the average or maximum value of the accelerations of the three axes, but the present disclosure is not limited thereto.

血氧濃度補償方法200執行步驟S250,藉由處理器130分別計算每一動量對應的動量權重。於一實施例中,處理器130先將每一動量轉換為對應的動量索引值,動量轉換為動量索引值的方式可以由《公式1》計算得到。第n個動量索引值為參數Wai(n),第n個動量為參數activity value(n)。舉例而言,當前接收到的動量為0,此時動量索引值即為100。

Figure 02_image001
《公式1》The blood oxygen concentration compensation method 200 executes step S250, and the processor 130 calculates the momentum weight corresponding to each momentum respectively. In one embodiment, the processor 130 first converts each momentum into a corresponding momentum index value, and the method of converting the momentum into a momentum index value can be calculated from "Formula 1". The nth momentum index value is the parameter Wai(n), and the nth momentum is the parameter activity value(n). For example, the currently received momentum is 0, and the momentum index value is 100 at this time.
Figure 02_image001
"Formula 1"

承上述,動量表示重力感測器120偵測到使用者手指或手腕的震動程度,加速度值越大表示使用者的手指或手腕的震動幅度越強。動量索引值表示反向震動的程度,動量索引值越高表示加權值越高,也表示對於血氧濃度值得參考性越強。反之,動量索引值越低表示加權值越低,也表示對於血氧濃度值得參考性越低。As mentioned above, the momentum represents the vibration level of the user's finger or wrist detected by the gravity sensor 120 , and the larger the acceleration value is, the stronger the vibration level of the user's finger or wrist is. The momentum index value indicates the degree of reverse vibration. The higher the momentum index value, the higher the weighted value, and the stronger the reference value for the blood oxygen concentration. Conversely, the lower the momentum index value, the lower the weighted value, and the lower the reference value for the blood oxygen concentration.

接著,處理器130由第n個動量索引值的y次方除以m個動量索引值y次方的總和計算出動量權重。動量權重可以由《公式2》計算得到。第n個動量權重為參數Wa(n),並且取樣連續m筆資料,在此將m假設為12,y假設為2,本揭露不限於此。

Figure 02_image003
《公式2》Next, the processor 130 calculates the momentum weight by dividing the nth momentum index value to the y power by the sum of the m momentum index values to the y power. Momentum weights can be calculated from Equation 2. The n-th momentum weight is the parameter Wa(n), and m data is sampled continuously. Here, m is assumed to be 12, and y is assumed to be 2. The present disclosure is not limited to this.
Figure 02_image003
"Formula 2"

承上述,舉例而言,請參考《表1》的範例,《表1》中顯示血氧濃度值、動量、動量索引值以及動量權重等參數。舉例而言,當前偵測到的資料為《表1》所示的#1筆資料,血氧濃度值為95,動量為0,動量索引值為100,經計算後動量權重為1.4101。 筆數 血氧濃度值 動量 動量索引值 動量權重 #1 95 0 100 1.4101 #2 95 0 100 1.4101 #3 95 20 80 1.12808 #4 90 20 80 1.12808 #5 88 30 70 0.98707 #6 70 50 50 0.70505 #7 70 40 60 0.84606 #8 88 30 70 0.98707 #9 90 20 80 1.12808 #10 95 0 100 1.4101 #11 95 0 100 1.4101 #12 95 0 100 1.4101 《表1》In accordance with the above, for example, please refer to the example of "Table 1". "Table 1" shows parameters such as blood oxygen concentration value, momentum, momentum index value and momentum weight. For example, the currently detected data is the #1 data shown in "Table 1", the blood oxygen concentration value is 95, the momentum is 0, the momentum index value is 100, and the calculated momentum weight is 1.4101. pen count blood oxygen concentration momentum Momentum index value Momentum weight #1 95 0 100 1.4101 #2 95 0 100 1.4101 #3 95 20 80 1.12808 #4 90 20 80 1.12808 #5 88 30 70 0.98707 #6 70 50 50 0.70505 #7 70 40 60 0.84606 #8 88 30 70 0.98707 #9 90 20 80 1.12808 #10 95 0 100 1.4101 #11 95 0 100 1.4101 #12 95 0 100 1.4101 "Table 1"

血氧濃度補償方法200執行步驟S260,藉由處理器130分別計算每一血氧濃度值對應的時間權重。於一實施例中,處理器130先計算每一血氧濃度值對應的時間參數,時間參數可以由《公式3》計算得到。取樣數量為參數m,時間索引值為Wti(n),k為時間的弱化參數。在此將m假設為12,k假設為2,第1筆偵測到的資料為《表1》所示n=1,因此第1筆資料的時間索引值即為23,本揭露不限於此。

Figure 02_image005
《公式3》The blood oxygen concentration compensation method 200 executes step S260, and the processor 130 calculates the time weight corresponding to each blood oxygen concentration value respectively. In one embodiment, the processor 130 first calculates a time parameter corresponding to each blood oxygen concentration value, and the time parameter can be calculated from "Formula 3". The number of samples is parameter m, the time index value is Wti(n), and k is the weakening parameter of time. Here, m is assumed to be 12, k is assumed to be 2, the first detected data is n=1 as shown in "Table 1", so the time index value of the first data is 23, and the present disclosure is not limited to this .
Figure 02_image005
"Formula 3"

接著,處理器130由第n個時間參數除以時間參數的總和計算出第n個時間權重。第n個時間權重可以由《公式4》計算得到。第n個時間權重為Wt(n),並且取樣連續m筆資料,接續前方實施例將m假設為12,本揭露不限於此。

Figure 02_image007
《公式4》Next, the processor 130 calculates the nth time weight by dividing the nth time parameter by the sum of the time parameters. The nth time weight can be calculated by "Formula 4". The n-th time weight is Wt(n), and m data is sampled consecutively. Following the previous embodiment, m is assumed to be 12, but the present disclosure is not limited to this.
Figure 02_image007
"Formula 4"

承上述,舉例而言,請參考《表2》的範例,《表2》中顯示血氧濃度值、動量權重、時間索引值以及時間權重等參數。舉例而言,當前偵測到的資料為《表2》所示的#1筆資料,血氧濃度值為95,經計算後時間權重為1.3142。值得注意的是,較早之前的取樣結果會隨著與當前時間在時序上距離越遠,時間權重會越來越低。因此,時間權重可以弱化較早之前的取樣結果。 筆數 血氧濃度值 動量權重 時間索引值 時間權重 #1 95 1.4101 23 1.3142 #2 95 1.4101 22 1.2571 #3 95 1.12808 21 1.2 #4 90 1.12808 20 1.1428 #5 88 0.98707 19 1.0857 #6 70 0.70505 18 1.0285 #7 70 0.84606 17 0.9714 #8 88 0.98707 16 0.9142 #9 90 1.12808 15 0.8571 #10 95 1.4101 14 0.8 #11 95 1.4101 13 0.7428 #12 95 1.4101 12 0.6857 《表2》Based on the above, for example, please refer to the example of "Table 2", and "Table 2" displays parameters such as blood oxygen concentration value, momentum weight, time index value, and time weight. For example, the currently detected data is the #1 data shown in "Table 2", the blood oxygen concentration value is 95, and the calculated time weight is 1.3142. It is worth noting that the time weight of the earlier sampling results will be lower and lower as the time series distance from the current time is farther. Therefore, temporal weighting can weaken earlier sampling results. pen count blood oxygen concentration Momentum weight time index value time weight #1 95 1.4101 twenty three 1.3142 #2 95 1.4101 twenty two 1.2571 #3 95 1.12808 twenty one 1.2 #4 90 1.12808 20 1.1428 #5 88 0.98707 19 1.0857 #6 70 0.70505 18 1.0285 #7 70 0.84606 17 0.9714 #8 88 0.98707 16 0.9142 #9 90 1.12808 15 0.8571 #10 95 1.4101 14 0.8 #11 95 1.4101 13 0.7428 #12 95 1.4101 12 0.6857 "Table 2"

血氧濃度補償方法200執行步驟S270,藉由處理器130根據動量權重與時間權重計算出對應的最終權重,並根據該最終權重產生補償後的血氧濃度值。於一實施例中,處理器130動量權重與時間權重相乘可以得到第n個最終權重W(n),最終權重可以由《公式5》計算得到。接著處理器130將第n個最終權重W(n)與第n個血氧濃度值SpO2(n)相乘並加總以計算出當前補償後的血氧濃度值ASpO2,補償後的當前血氧濃度值可以由《公式6》計算得到。

Figure 02_image009
《公式5》
Figure 02_image011
《公式6》The blood oxygen concentration compensation method 200 executes step S270, and the processor 130 calculates a corresponding final weight according to the momentum weight and the time weight, and generates a compensated blood oxygen concentration value according to the final weight. In one embodiment, the processor 130 multiplies the momentum weight and the time weight to obtain the nth final weight W(n), and the final weight can be calculated according to "Equation 5". Next, the processor 130 multiplies and sums the nth final weight W(n) by the nth blood oxygen concentration value SpO2(n) to calculate the current compensated blood oxygen concentration value ASpO2. The compensated current blood oxygen concentration The concentration value can be calculated from "Formula 6".
Figure 02_image009
"Formula 5"
Figure 02_image011
"Formula 6"

承上述,舉例而言,請參考《表3》的範例,《表3》中顯示血氧濃度值、動量權重、時間權重、最終權重以及血氧濃度值與最終權重相乘結果等參數。舉例而言,當前偵測到的資料為《表3》所示的#1筆資料,血氧濃度值為95,動量權重為1.4101,時間權重為1.3142,最終權重為0.13333,血氧濃度值與最終權重相乘結果為12.66636,最後將#1~#12筆資料的血氧濃度值與最終權重相乘結果加總,即可計算出修正後的血氧濃度值為90。經過上述計算後,可以抑制使用者手指或手腕抖動造成的雜訊,並且著重考慮與當前時點相近的資料。 筆數 血氧濃度值 動量權重 時間權重 最終權重 血氧濃度值×最終權重 #1 95 1.4101 1.3142 0.13333 12.66636 #2 95 1.4101 1.2571 0.127537 12.11602 #3 95 1.12808 1.2 0.097395 9.252552 #4 90 1.12808 1.1428 0.092753 8.34775 #5 88 0.98707 1.0857 0.077104 6.785116 #6 70 0.70505 1.0285 0.052172 3.65207 #7 70 0.84606 0.9714 0.059131 4.139178 #8 88 0.98707 0.9142 0.064924 5.713321 #9 90 1.12808 0.8571 0.069565 6.260812 #10 95 1.4101 0.8 0.081163 7.71046 #11 95 1.4101 0.7428 0.07536 7.159162 #12 95 1.4101 0.6857 0.069567 6.608828 《表3》Based on the above, for example, please refer to the example of "Table 3". "Table 3" shows parameters such as blood oxygen concentration value, momentum weight, time weight, final weight, and the result of multiplying blood oxygen concentration value and final weight. For example, the currently detected data is the #1 data shown in "Table 3", the blood oxygen concentration value is 95, the momentum weight is 1.4101, the time weight is 1.3142, the final weight is 0.13333, the blood oxygen concentration value is the same as The final weight multiplication result is 12.66636. Finally, the blood oxygen concentration value of #1~#12 data is added up with the final weight multiplication result, and the corrected blood oxygen concentration value can be calculated as 90. After the above calculation, the noise caused by the shaking of the user's finger or wrist can be suppressed, and the data that is close to the current time point can be emphatically considered. pen count blood oxygen concentration Momentum weight time weight final weight Blood oxygen concentration value × final weight #1 95 1.4101 1.3142 0.13333 12.66636 #2 95 1.4101 1.2571 0.127537 12.11602 #3 95 1.12808 1.2 0.097395 9.252552 #4 90 1.12808 1.1428 0.092753 8.34775 #5 88 0.98707 1.0857 0.077104 6.785116 #6 70 0.70505 1.0285 0.052172 3.65207 #7 70 0.84606 0.9714 0.059131 4.139178 #8 88 0.98707 0.9142 0.064924 5.713321 #9 90 1.12808 0.8571 0.069565 6.260812 #10 95 1.4101 0.8 0.081163 7.71046 #11 95 1.4101 0.7428 0.07536 7.159162 #12 95 1.4101 0.6857 0.069567 6.608828 "table 3"

承上述,處理器130在計算出補償後血氧濃度值後,會將補償後的血氧濃度值傳送至顯示器150顯示。於一實施例中,處理器130更用以判斷使用者手指或手腕的震動程度是否過大,以至於影響到血氧探測器110偵測血氧濃度的準確度。因此,處理器130用以判斷動量是否大於或等於第一門檻值,如果動量(activity value)大於或等於第一門檻值,處理器130用以重置血氧濃度值,並傳送警示訊號至顯示器150,顯示器150用以顯示警示畫面。As mentioned above, after the processor 130 calculates the compensated blood oxygen concentration value, it transmits the compensated blood oxygen concentration value to the display 150 for display. In one embodiment, the processor 130 is further configured to determine whether the degree of vibration of the user's finger or wrist is too large, so as to affect the accuracy of the blood oxygen detector 110 in detecting the blood oxygen concentration. Therefore, the processor 130 is used to determine whether the momentum is greater than or equal to the first threshold value, and if the activity value is greater than or equal to the first threshold value, the processor 130 is used to reset the blood oxygen concentration value and send a warning signal to the display 150. The display 150 is used for displaying a warning image.

承上述,舉例而言,在此假設第一門檻值為80,最新一筆資料的血氧濃度值為80,動量為80,最新一筆資料的動量等於第一門檻值,因此處理器130會清除儲存在記憶單元160中的#1筆資料~#12筆資料,並且不考慮最新一筆資料的動量資料(動量、動量索引值以及動量權重),直接經由顯示器150顯示血氧探測器110的偵測結果(血氧濃度值為80)以及警示畫面,以提醒使用者目前的動量過大已影響血氧探測器110的偵測結果。Based on the above, for example, it is assumed here that the first threshold value is 80, the blood oxygen concentration value of the latest data is 80, the momentum is 80, and the momentum of the latest data is equal to the first threshold value, so the processor 130 will clear the storage The #1 data to #12 data in the memory unit 160 and the momentum data (momentum, momentum index value and momentum weight) of the latest data are not considered, and the detection result of the blood oxygen detector 110 is directly displayed on the display 150 (the blood oxygen concentration value is 80) and a warning screen to remind the user that the current excessive momentum has affected the detection result of the blood oxygen detector 110 .

值得注意的是,當重力感測器120偵測到的加速度訊號恢復正常(動量小於第一門檻值),記憶單元160會再度紀錄加速度訊號,當累積達到m筆(在此假設為12筆)資料時,處理器130會重新計算動量資料(動量、動量索引值以及動量權重)以及時間權重,並透過顯示器150顯示補償後血氧濃度值。It is worth noting that when the acceleration signal detected by the gravity sensor 120 returns to normal (the momentum is less than the first threshold value), the memory unit 160 will record the acceleration signal again. When the accumulation reaches m strokes (here, it is assumed to be 12 strokes) When the data is obtained, the processor 130 recalculates the momentum data (momentum, the momentum index value and the momentum weight) and the time weight, and displays the compensated blood oxygen concentration value through the display 150 .

承上述,處理器130更用以判斷使用者手指或手腕的震動程度是否在容許範圍內。因此,處理器130用以判斷動量是否大於第二門檻值並且小於第一門檻值,如果動量(activity value)介於第一門檻值以及第二門檻值之間,處理器130用以傳送提醒訊號至顯示器150,顯示器150用以顯示提醒畫面,以提醒使用者目前的手指或手腕的震動程度可能影響血氧探測器110的準確度。As mentioned above, the processor 130 is further configured to determine whether the vibration level of the user's finger or wrist is within the allowable range. Therefore, the processor 130 is used to determine whether the momentum is greater than the second threshold value and less than the first threshold value, and if the activity value is between the first threshold value and the second threshold value, the processor 130 is used to send a reminder signal To the display 150 , the display 150 is used for displaying a reminder screen to remind the user that the current vibration level of the finger or wrist may affect the accuracy of the blood oxygen detector 110 .

承上述,在動量小於第一門檻值時,處理器130會將最舊一筆資料刪除(表1~表3所示的#12筆資料),並將最新一筆資料新增至記憶單元160作為當前的#1筆資料。舉例而言,在此假設第二門檻值為20,最新一筆資料的血氧濃度值為90,動量為40,最新一筆資料的動量大於第二門檻值(20)並且小於第一門檻值(80)。處理器130會根據最新一筆資料的動量重算#2筆資料~#12筆資料的動量資料(動量、動量索引值以及動量權重),並且於顯示器150用以顯示提醒補償作用中。Based on the above, when the momentum is less than the first threshold, the processor 130 will delete the oldest piece of data (#12 pieces of data shown in Tables 1 to 3), and add the latest piece of data to the memory unit 160 as the current piece of data 's #1 profile. For example, it is assumed here that the second threshold value is 20, the blood oxygen concentration value of the latest data is 90, the momentum is 40, and the momentum of the latest data is greater than the second threshold value (20) and less than the first threshold value (80 ). The processor 130 recalculates the momentum data (momentum, momentum index value, and momentum weight) of the #2 data to #12 data according to the momentum of the latest data, and displays a reminder on the display 150 that the compensation is in progress.

於一實施例中,處理器130更用以判斷m筆資料中是否有太多震動造成的雜訊,導致處理器計算血氧濃度值時誤差會越來越大。因此,處理器130更用以判斷動量索引值(Wai)的總和是否大於第三門檻值,如果動量索引值(Wai)的總和小於第三門檻值,處理器130用以重置血氧濃度值。In one embodiment, the processor 130 is further configured to determine whether there is too much noise caused by vibration in the m pieces of data, resulting in an increasing error when the processor calculates the blood oxygen concentration value. Therefore, the processor 130 is further configured to determine whether the sum of the momentum index values (Wai) is greater than the third threshold value, and if the sum of the momentum index values (Wai) is smaller than the third threshold value, the processor 130 is configured to reset the blood oxygen concentration value .

承上述,處理器130用以計算#1筆資料~#12筆資料的動量索引值的總和是否小於第三門檻值,如果小於第三門檻值,處理器130會清除儲存在記憶單元160中的#1筆資料~#12筆資料,避免因記憶單元中累積過多低權重資料,造成最後權重失準。同時,處理器130會經由顯示器150直接顯示血氧探測器110的偵測結果以及警示畫面,以提醒使用者目前持續有震動、抖動出現,導致血氧探測器110的偵測結果持續被干擾而影響準確度。Based on the above, the processor 130 is used to calculate whether the sum of the momentum index values of the #1 data to the #12 data is less than the third threshold value. If it is less than the third threshold value, the processor 130 will clear the data stored in the memory unit 160. #1 data~#12 data, avoid the final weight inaccurate due to the accumulation of too many low-weight data in the memory unit. At the same time, the processor 130 will directly display the detection result of the blood oxygen detector 110 and the warning screen through the display 150 to remind the user that there is continuous vibration and shaking, which causes the detection result of the blood oxygen detector 110 to be disturbed continuously. affect accuracy.

於一實施例中,在計算血氧濃度值之前,處理器130更用以判斷是否有偵測到使用者的手指或手腕。在第3A圖所示的實施例中,血氧探測器110中具有發射器111a及111b與光感測器112,發射器111a及111b用以分別發射第一射線與第二射線,光感測器112用以偵測第一射線與第二射線。處理器130用以比較第一射線的振幅與第二射線的振幅的差異值是否大於第四門檻值,如果差異值大於第四門檻值,表示目前偵測到的物體並非是具有脈搏的物體。In one embodiment, before calculating the blood oxygen concentration value, the processor 130 is further configured to determine whether the user's finger or wrist is detected. In the embodiment shown in FIG. 3A, the blood oxygen detector 110 has transmitters 111a and 111b and a light sensor 112. The transmitters 111a and 111b are used for emitting the first ray and the second ray respectively, and the light sensing The device 112 is used for detecting the first ray and the second ray. The processor 130 is configured to compare whether the difference between the amplitude of the first ray and the amplitude of the second ray is greater than a fourth threshold value. If the difference value is greater than the fourth threshold value, it means that the currently detected object is not an object with a pulse.

請參考第4A圖及第4B圖,第4A圖係根據本案之一些實施例所繪示之第一射線與第二射線的波型示意圖,以及第4B圖係根據本案之一些實施例所繪示之第一射線與第二射線的波型示意圖。如第4A圖所示,第一射線的振幅S1A與第二射線的振幅S2A的差異值大於第四門檻值,並且第一射線的訊號S1與第二射線的訊號S2具有不相同的週期,表示第一射線與第二射線穿透的物體並非是具有脈搏的物體,或是可能沒有偵測到物體。Please refer to FIG. 4A and FIG. 4B. FIG. 4A is a schematic diagram of the waveforms of the first ray and the second ray according to some embodiments of the present application, and FIG. 4B is drawn according to some embodiments of the present application. The waveform diagram of the first ray and the second ray. As shown in FIG. 4A, the difference between the amplitude S1A of the first ray and the amplitude S2A of the second ray is greater than the fourth threshold value, and the signal S1 of the first ray and the signal S2 of the second ray have different periods, indicating that The object penetrated by the first and second rays is not an object with a pulse, or the object may not be detected.

承上述,如第4B所示,第一射線的振幅S1A與第二射線的振幅S2A的差異值小於第四門檻值,並且第一射線的訊號S1與第二射線的訊號S2具有類似的週期,表示第一射線與第二射線穿透的物體應為具有脈搏的物體,處理器130可以進一步計算補償後的血氧濃度值。值得注意的是,處理器130可以控制血氧探測器110每隔一段時間(例如,2~5秒或5~10秒),偵測一次是否有使用者的手指或手腕靠近。Based on the above, as shown in FIG. 4B, the difference between the amplitude S1A of the first ray and the amplitude S2A of the second ray is smaller than the fourth threshold value, and the signal S1 of the first ray and the signal S2 of the second ray have similar periods, It indicates that the object penetrated by the first ray and the second ray should be an object with a pulse, and the processor 130 may further calculate the compensated blood oxygen concentration value. It is worth noting that the processor 130 can control the blood oxygen detector 110 to detect whether there is a user's finger or wrist approaching at regular intervals (eg, 2-5 seconds or 5-10 seconds).

接著,請參考第5圖,第5圖係根據本案之一些實施例所繪示之血氧監測系統500的示意圖。如第5圖所示,血氧監測系統500包含第一電子裝置100A、第二電子裝置100B、製氧機300以及伺服器400。第一電子裝置100可以實施為前述實施例所提及的電子裝置,第二電子裝置200可以實施為智慧型手機、平板或可攜式電腦等裝置,伺服器400可以是雲端伺服器。Next, please refer to FIG. 5 , which is a schematic diagram of a blood oxygen monitoring system 500 according to some embodiments of the present application. As shown in FIG. 5 , the blood oxygen monitoring system 500 includes a first electronic device 100A, a second electronic device 100B, an oxygen generator 300 and a server 400 . The first electronic device 100 may be implemented as the electronic device mentioned in the foregoing embodiments, the second electronic device 200 may be implemented as a smart phone, a tablet or a portable computer, and the server 400 may be a cloud server.

承上述,第二電子裝置200與第一電子裝置100以及製氧機300通訊連接,第一電子裝置100用以持續監測使用者的血氧濃度值,並傳送血氧濃度值至第二電子裝置200。當使用者的血氧濃度值過低時(例如使用者的血氧濃度值小於一血氧濃度安全值),第二電子裝置200用以傳送控制訊號至製氧機300以調整製氧機300的調節閥,控制氧氣的濃度。第二電子裝置200與伺服器400通訊連接,用以傳送使用者的血氧濃度值、心律、血壓等生理數值至伺服器400。值得注意的是,第二電子裝置200可以藍芽無線傳輸的方式與第一電子裝置100及製氧機300通訊連接。Based on the above, the second electronic device 200 is in communication connection with the first electronic device 100 and the oxygen generator 300 , and the first electronic device 100 is used to continuously monitor the blood oxygen concentration value of the user and transmit the blood oxygen concentration value to the second electronic device 200. When the blood oxygen concentration of the user is too low (for example, the blood oxygen concentration of the user is less than a safe value of blood oxygen concentration), the second electronic device 200 is used for transmitting a control signal to the oxygen generator 300 to adjust the oxygen generator 300 The regulating valve controls the concentration of oxygen. The second electronic device 200 is connected in communication with the server 400 for transmitting physiological values such as the blood oxygen concentration value, heart rate, blood pressure and the like of the user to the server 400 . It is worth noting that, the second electronic device 200 can be connected to the first electronic device 100 and the oxygen generator 300 via Bluetooth wireless transmission.

另外,上述例示包含依序的示範步驟,但該些步驟不必依所顯示的順序被執行。以不同順序執行該些步驟皆在本揭示內容的考量範圍內。在本揭示內容之實施例的精神與範圍內,可視情況增加、取代、變更順序及/或省略該些步驟。In addition, the above illustrations include sequential exemplary steps, but the steps do not have to be performed in the order shown. It is within the contemplation of this disclosure to perform the steps in a different order. These steps may be added, replaced, changed order and/or omitted as appropriate within the spirit and scope of the embodiments of the present disclosure.

雖然本揭示內容已以實施方式揭露如上,然其並非用以限定本發明內容,任何熟習此技藝者,在不脫離本發明內容之精神和範圍內,當可作各種更動與潤飾,因此本發明內容之保護範圍當視後附之申請專利範圍所界定者為準。Although the present disclosure has been disclosed as above in embodiments, it is not intended to limit the present disclosure. Anyone skilled in the art can make various changes and modifications without departing from the spirit and scope of the present disclosure. Therefore, the present disclosure The scope of protection of the content shall be determined by the scope of the appended patent application.

100、100A、100B:電子裝置 110:血氧探測器 120:重力感測器 130:處理器 140:通訊單元 150:顯示器 160:記憶單元 111a、111b:發射器 112:光感測器 F:手指 S1、S2:訊號 S1A、S2A:振幅 200:血氧濃度補償方法 S210~S270:步驟 500:血氧監測系統 300:製氧機 400:伺服器100, 100A, 100B: Electronic devices 110: Blood Oxygen Detector 120: Gravity Sensor 130: Processor 140: Communication unit 150: Monitor 160: Memory Unit 111a, 111b: Transmitter 112: Light sensor F: finger S1, S2: Signal S1A, S2A: Amplitude 200: Blood oxygen concentration compensation method S210~S270: Steps 500: Blood Oxygen Monitoring System 300: Oxygen Concentrator 400: Server

為讓本發明之上述和其他目的、特徵、優點與實施例能更明顯易懂,所附圖式之說明如下: 第1圖係根據本案之一些實施例所繪示之電子裝置的示意圖; 第2圖係根據本案之一些實施例所繪示之血氧濃度補償方法的流程圖; 第3A圖係根據本案之一些實施例所繪示之血氧探測器的操作示意圖; 第3B圖係根據本案之一些實施例所繪示之血氧探測器的操作示意圖; 第3C圖係根據本案之一些實施例所繪示之血氧探測器的操作示意圖; 第4A圖係根據本案之一些實施例所繪示之第一射線與第二射線的波型示意圖; 第4B圖係根據本案之一些實施例所繪示之第一射線與第二射線的波型示意圖;以及 第5圖係根據本案之一些實施例所繪示之血氧監測系統的示意圖。In order to make the above and other objects, features, advantages and embodiments of the present invention more clearly understood, the accompanying drawings are described as follows: FIG. 1 is a schematic diagram of an electronic device according to some embodiments of the present application; FIG. 2 is a flowchart of a blood oxygen concentration compensation method according to some embodiments of the present application; FIG. 3A is a schematic diagram of the operation of the blood oxygen detector according to some embodiments of the present application; FIG. 3B is a schematic diagram of the operation of the blood oxygen detector according to some embodiments of the present application; FIG. 3C is a schematic diagram of the operation of the blood oxygen detector according to some embodiments of the present application; FIG. 4A is a schematic diagram of the waveforms of the first ray and the second ray according to some embodiments of the present application; FIG. 4B is a schematic diagram of the waveforms of the first ray and the second ray according to some embodiments of the present application; and FIG. 5 is a schematic diagram of a blood oxygen monitoring system according to some embodiments of the present application.

100:電子裝置100: Electronics

110:血氧探測器110: Blood Oxygen Detector

120:重力感測器120: Gravity Sensor

130:處理器130: Processor

140:通訊單元140: Communication unit

150:顯示器150: Monitor

160:記憶單元160: Memory Unit

Claims (13)

一種電子裝置,包含:一血氧探測器,用以連續發射複數個射線,並偵測該些射線;一重力感測器,用以連續偵測複數個加速度訊號;以及一處理器,與該血氧探測器以及該重力感測器電性連接,該處理器用以:根據該些射線分別計算對應的複數個血氧濃度值;將該些加速度訊號轉換為對應的複數個動量,並分別計算每一該些動量對應的一動量權重;分別計算每一該些血氧濃度值對應的一時間權重,其中每一該些血氧濃度值對應的該時間權重,隨著與當前時間在時序上距離越遠,該時間權重會越來越低;以及根據該動量權重與該時間權重計算出對應的一最終權重,並根據該最終權重產生補償後血氧濃度值。 An electronic device, comprising: a blood oxygen detector for continuously emitting a plurality of rays and detecting the rays; a gravity sensor for continuously detecting a plurality of acceleration signals; and a processor for connecting with the The blood oxygen detector and the gravity sensor are electrically connected, and the processor is used for: calculating a plurality of corresponding blood oxygen concentration values according to the rays; converting the acceleration signals into a corresponding plurality of momentums, and calculating respectively A momentum weight corresponding to each of the momentums; a time weight corresponding to each of the blood oxygen concentration values is calculated respectively, wherein the time weight corresponding to each of the blood oxygen concentration values, along with the current time in time series The longer the distance, the lower the time weight; and a corresponding final weight is calculated according to the momentum weight and the time weight, and a compensated blood oxygen concentration value is generated according to the final weight. 如請求項1所述之電子裝置,其中,該處理器用以分別計算每一該些動量對應的該動量權重,更包含:計算一參考值與該些動量的複數個差值,以將該些動量轉換為對應的複數個動量索引值;以及由一第n個動量索引值的y次方除以該些動量索引值的y次方總和計算出該第n個動量權重。 The electronic device of claim 1, wherein the processor is used to calculate the momentum weight corresponding to each of the momentums, further comprising: calculating a plurality of differences between a reference value and the momentums, so as to calculate the momentums. The momentum is converted into a plurality of corresponding momentum index values; and the nth momentum weight is calculated by dividing an nth momentum index value to the yth power by the sum of the yth powers of the momentum index values. 如請求項1所述之電子裝置,其中,該處理器 用以分別計算每一該些血氧濃度值對應的該時間權重,更包含:計算每一血氧濃度值對應的時間參數;以及由一第n個時間參數除以該些時間參數的總和計算出該第n個時間權重。 The electronic device of claim 1, wherein the processor for calculating the time weight corresponding to each of the blood oxygen concentration values respectively, further comprising: calculating a time parameter corresponding to each blood oxygen concentration value; and dividing an nth time parameter by the sum of the time parameters to calculate Get the nth time weight. 如請求項1所述之電子裝置,其中,當該些動量的其中之一大於或等於一第一門檻值時,該處理器用以重置該些血氧濃度值,並傳送一警示訊號至一顯示器,該顯示器用以顯示一警示畫面。 The electronic device of claim 1, wherein when one of the momentums is greater than or equal to a first threshold value, the processor is configured to reset the blood oxygen concentration values and send a warning signal to a The display is used for displaying a warning screen. 如請求項4所述之電子裝置,其中,當該些動量的其中之一大於一第二門檻值並小於該第一門檻值時,該處理器用以傳送一提醒訊號至該顯示器,該顯示器用以顯示一提醒畫面。 The electronic device of claim 4, wherein when one of the momentums is greater than a second threshold value and less than the first threshold value, the processor is configured to send a reminder signal to the display, and the display uses to display a reminder screen. 如請求項2所述之電子裝置,其中,當該些動量索引值的總和小於一第三門檻值時,該處理器用以重置該些血氧濃度值。 The electronic device of claim 2, wherein when the sum of the momentum index values is less than a third threshold value, the processor is configured to reset the blood oxygen concentration values. 如請求項1所述之電子裝置,其中,該血氧探測器用以發射一第一射線與一第二射線,並偵測該第一射線與該第二射線,該處理器用以計算該第一射線的振幅與該第二射線的振幅的一差異值是否大於一第四門檻值,如果該差 異值小於該第四門檻值,該處理器用以開始計算補償後的血氧濃度值。 The electronic device of claim 1, wherein the blood oxygen detector is used for emitting a first ray and a second ray, and detecting the first ray and the second ray, and the processor is used for calculating the first ray Whether a difference between the amplitude of the ray and the amplitude of the second ray is greater than a fourth threshold, if the difference If the outlier is smaller than the fourth threshold, the processor is used to start calculating the compensated blood oxygen concentration value. 一種血氧濃度補償方法,包含:藉由一血氧探測器連續發射複數個射線,並偵測該些射線;藉由一處理器根據該些射線分別計算對應的複數個血氧濃度值;藉由一重力感測器連續偵測複數個加速度訊號;藉由該處理器將該些加速度訊號轉換為對應的複數個動量,並分別計算每一該些動量對應的一動量權重;藉由該處理器分別計算每一該些血氧濃度值對應的一時間權重,其中每一該些血氧濃度值對應的該時間權重,隨著與當前時間在時序上距離越遠,該時間權重會越來越低;以及藉由該處理器根據該動量權重與該時間權重計算調整對應的血氧濃度值,並產生補償後血氧濃度值。 A blood oxygen concentration compensation method, comprising: continuously emitting a plurality of rays by a blood oxygen detector, and detecting the rays; calculating a plurality of corresponding blood oxygen concentration values according to the rays by a processor; A gravity sensor continuously detects a plurality of acceleration signals; the processor converts the acceleration signals into a plurality of corresponding momentums, and calculates a momentum weight corresponding to each of the momentums; The device calculates a time weight corresponding to each of the blood oxygen concentration values respectively, wherein the time weight corresponding to each of the blood oxygen concentration values, as the time series distance from the current time is farther, the time weight will become more and more and the processor calculates and adjusts the corresponding blood oxygen concentration value according to the momentum weight and the time weight, and generates a compensated blood oxygen concentration value. 如請求項8所述之血氧濃度補償方法,其中,分別計算每一該些動量對應的該動量權重,更包含:計算一參考值與該些動量的複數個差值,以將該些動量轉換為對應的複數個動量索引值;以及由一第n個動量索引值的y次方除以該些動量索引值的y次方總和計算出該第n個動量權重。 The blood oxygen concentration compensation method according to claim 8, wherein calculating the momentum weight corresponding to each of the momentums, further comprising: calculating a plurality of differences between a reference value and the momentums, so as to calculate the momentums Converting to a plurality of corresponding momentum index values; and calculating the nth momentum weight by dividing an nth momentum index value to the yth power by the sum of the yth powers of the momentum index values. 如請求項8所述之血氧濃度補償方法,其中,分別計算每一該些血氧濃度值對應的該時間權重,更包含:計算每一血氧濃度值對應的複數個時間參數;以及由一第n個時間參數除以該些時間參數的總和計算出該第n個時間權重。 The blood oxygen concentration compensation method according to claim 8, wherein calculating the time weight corresponding to each of the blood oxygen concentration values, further comprises: calculating a plurality of time parameters corresponding to each blood oxygen concentration value; and The nth time weight is calculated by dividing an nth time parameter by the sum of the time parameters. 請求項8所述之血氧濃度補償方法,其中,當該些動量的其中之一大於或等於一第一門檻值時,該處理器用以重置該些血氧濃度值,並傳送一警示訊號至一顯示器,該顯示器用以顯示一警示畫面。 The blood oxygen concentration compensation method of claim 8, wherein when one of the momentums is greater than or equal to a first threshold value, the processor is used to reset the blood oxygen concentration values and send a warning signal to a display for displaying a warning screen. 請求項11所述之血氧濃度補償方法,其中,當該些動量的其中之一大於一第二門檻值並小於該第一門檻值時,該處理器用以傳送一提醒訊號至該顯示器,該顯示器用以顯示一提醒畫面。 The blood oxygen concentration compensation method of claim 11, wherein when one of the momentums is greater than a second threshold value and less than the first threshold value, the processor is used for sending a reminder signal to the display, the The display is used for displaying a reminder screen. 請求項9所述之血氧濃度補償方法,其中,當該些動量索引值的總和小於一第三門檻值時,該處理器用以重置該些血氧濃度值。 The blood oxygen concentration compensation method of claim 9, wherein when the sum of the momentum index values is less than a third threshold value, the processor is configured to reset the blood oxygen concentration values.
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Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TW201517874A (en) * 2013-11-11 2015-05-16 Delbio Inc Oximeter vibration-identifying method and intelligent anti-vibration oximetry-measuring apparatus
TW201642808A (en) * 2015-06-01 2016-12-16 原相科技股份有限公司 Optical respiration rate detection device and detection method thereof
CN109381175A (en) * 2014-06-09 2019-02-26 意法半导体股份有限公司 Estimate the method and correspondence system of heart rate

Family Cites Families (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040073123A1 (en) * 2002-10-11 2004-04-15 Hessel Stephen R. Apparatus and methods for non-invasively measuring hemodynamic parameters
CN102988036B (en) * 2012-12-26 2014-08-06 中国科学院自动化研究所 Method for measuring pulse rate
WO2015127193A1 (en) * 2014-02-20 2015-08-27 Faurecia Automotive Seating, Llc. Vehicle seat with integrated sensors
EP3139825A4 (en) * 2014-05-05 2018-06-27 Scanadu Incorporated Portable device with multiple integrated sensors for vital signs scanning
CN106659398B (en) * 2014-06-28 2022-06-07 英特尔公司 Pulse diagnosis
CN104127187B (en) * 2014-08-05 2017-04-05 戴厚德 For the wearable system of patient's Parkinson cardinal symptom quantitative determination
CN105310685A (en) * 2015-04-24 2016-02-10 于洋 Electrocardiogram collection device with patient measuring state alarming function
JP6810135B2 (en) * 2015-06-03 2021-01-06 ラボラトーリ ディ インフォルマティカ アプリカータ ディ ジュゼッペ カパッソ A system for detecting and early predicting the impending symptom deterioration of patients with chronic obstructive broncontomy
JP2018518323A (en) * 2015-06-26 2018-07-12 リズム ダイアグノスティック システムズ,インク. System and method for monitoring health status
CN105286846B (en) * 2015-11-29 2018-03-02 浙江师范大学 A kind of motion artifacts detection method suitable for heart rate signal
JP6765976B2 (en) * 2017-01-04 2020-10-07 オムロン株式会社 Blood pressure measuring devices, systems, methods and programs
CN108225370B (en) * 2017-12-15 2024-01-30 路军 Data fusion and calculation method of motion attitude sensor

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TW201517874A (en) * 2013-11-11 2015-05-16 Delbio Inc Oximeter vibration-identifying method and intelligent anti-vibration oximetry-measuring apparatus
CN109381175A (en) * 2014-06-09 2019-02-26 意法半导体股份有限公司 Estimate the method and correspondence system of heart rate
TW201642808A (en) * 2015-06-01 2016-12-16 原相科技股份有限公司 Optical respiration rate detection device and detection method thereof

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