WO2023017972A1 - 산소 포화도를 보정하는 전자 장치 및 이의 제어 방법 - Google Patents
산소 포화도를 보정하는 전자 장치 및 이의 제어 방법 Download PDFInfo
- Publication number
- WO2023017972A1 WO2023017972A1 PCT/KR2022/007349 KR2022007349W WO2023017972A1 WO 2023017972 A1 WO2023017972 A1 WO 2023017972A1 KR 2022007349 W KR2022007349 W KR 2022007349W WO 2023017972 A1 WO2023017972 A1 WO 2023017972A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- oxygen saturation
- electronic device
- value
- posture
- sensor
- Prior art date
Links
- QVGXLLKOCUKJST-UHFFFAOYSA-N atomic oxygen Chemical compound [O] QVGXLLKOCUKJST-UHFFFAOYSA-N 0.000 title claims abstract description 234
- 229910052760 oxygen Inorganic materials 0.000 title claims abstract description 234
- 239000001301 oxygen Substances 0.000 title claims abstract description 234
- 238000000034 method Methods 0.000 title claims description 24
- 230000033001 locomotion Effects 0.000 claims abstract description 156
- 238000012423 maintenance Methods 0.000 claims description 82
- 238000001514 detection method Methods 0.000 claims description 60
- 230000008859 change Effects 0.000 claims description 32
- 230000004044 response Effects 0.000 claims description 12
- 230000036544 posture Effects 0.000 description 171
- 238000004891 communication Methods 0.000 description 56
- 238000012937 correction Methods 0.000 description 20
- 230000006870 function Effects 0.000 description 15
- 238000005259 measurement Methods 0.000 description 11
- 238000005516 engineering process Methods 0.000 description 10
- 238000012545 processing Methods 0.000 description 10
- 238000013528 artificial neural network Methods 0.000 description 8
- 230000001133 acceleration Effects 0.000 description 7
- 238000002106 pulse oximetry Methods 0.000 description 7
- 238000004590 computer program Methods 0.000 description 6
- 230000036279 refractory period Effects 0.000 description 6
- 230000003287 optical effect Effects 0.000 description 5
- 238000013473 artificial intelligence Methods 0.000 description 4
- 238000010586 diagram Methods 0.000 description 4
- 230000005484 gravity Effects 0.000 description 4
- 239000008280 blood Substances 0.000 description 3
- 210000004369 blood Anatomy 0.000 description 3
- 230000036772 blood pressure Effects 0.000 description 3
- 238000012986 modification Methods 0.000 description 3
- 230000004048 modification Effects 0.000 description 3
- 201000002859 sleep apnea Diseases 0.000 description 3
- 230000008901 benefit Effects 0.000 description 2
- 210000004204 blood vessel Anatomy 0.000 description 2
- 238000013527 convolutional neural network Methods 0.000 description 2
- 230000036541 health Effects 0.000 description 2
- 238000010801 machine learning Methods 0.000 description 2
- 230000002093 peripheral effect Effects 0.000 description 2
- 230000000306 recurrent effect Effects 0.000 description 2
- 210000000707 wrist Anatomy 0.000 description 2
- 238000002835 absorbance Methods 0.000 description 1
- 230000002457 bidirectional effect Effects 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 230000017531 blood circulation Effects 0.000 description 1
- 230000036760 body temperature Effects 0.000 description 1
- 238000004422 calculation algorithm Methods 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 230000000747 cardiac effect Effects 0.000 description 1
- 230000010267 cellular communication Effects 0.000 description 1
- 230000001413 cellular effect Effects 0.000 description 1
- 239000004020 conductor Substances 0.000 description 1
- 238000012790 confirmation Methods 0.000 description 1
- 238000006073 displacement reaction Methods 0.000 description 1
- 230000007613 environmental effect Effects 0.000 description 1
- 230000005284 excitation Effects 0.000 description 1
- 239000000446 fuel Substances 0.000 description 1
- 230000010354 integration Effects 0.000 description 1
- 230000003155 kinesthetic effect Effects 0.000 description 1
- 230000001537 neural effect Effects 0.000 description 1
- 230000000449 premovement Effects 0.000 description 1
- 210000002321 radial artery Anatomy 0.000 description 1
- 230000002787 reinforcement Effects 0.000 description 1
- 230000029058 respiratory gaseous exchange Effects 0.000 description 1
- 230000036387 respiratory rate Effects 0.000 description 1
- 230000000284 resting effect Effects 0.000 description 1
- 239000004984 smart glass Substances 0.000 description 1
- 230000005236 sound signal Effects 0.000 description 1
- 230000000638 stimulation Effects 0.000 description 1
- 239000000758 substrate Substances 0.000 description 1
Images
Classifications
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/145—Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
- A61B5/1455—Measuring 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
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/145—Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
- A61B5/1495—Calibrating or testing of in-vivo probes
Definitions
- Embodiments of the present disclosure relate to an electronic device for correcting oxygen saturation and a control method thereof.
- electrocardiogram, blood pressure, pulse rate, respiratory rate, body temperature, and oxygen saturation can be measured through sensors included in electronic devices.
- Pulse oximetry is a useful method to measure oxygen saturation noninvasively, using the ratio of absorbance of arterial blood whose blood flow is temporarily increased by cardiac ejection at two wavelengths (RED, Infrared). Oxygen saturation can be measured.
- Pulse oximetry is being installed in electronic devices (eg, wearable devices) that come into contact with the user's body due to its non-invasive advantage.
- Most wearable devices are equipped with a pulse oximetry function, and sensors supporting the pulse oximetry function mounted in the wearable device have a reflective structure.
- reflection-type pulse oximetry has a problem in that there are many error factors in measuring oxygen saturation, such as a path difference between (RED and infrared) at two wavelengths and an optical shunt.
- the present disclosure provides an electronic device for correcting oxygen saturation including an error and a method for controlling the same.
- an electronic device may include a first sensor for detecting motion, a second sensor for measuring oxygen saturation, a memory, and at least one sensor operatively connected to the first sensor, the second sensor, and the memory. and a processor, wherein the at least one processor checks whether a posture maintenance period before motion detection is equal to or longer than a predetermined period when a motion greater than a set value is detected through the first sensor, and the posture maintenance period before motion detection If the period is longer than the set period, an oxygen saturation reference value stored in the memory may be acquired, and an oxygen saturation value acquired through the second sensor during a posture maintenance period before the motion detection may be corrected based on the oxygen saturation reference value. there is.
- a control method of an electronic device may include, when a movement equal to or greater than a set value is detected through a first sensor for detecting motion, determining whether a period of maintaining a posture prior to motion detection is greater than or equal to a set period of time, the motion If the posture maintenance period before detection is longer than the set period, the oxygen saturation value obtained through the operation of acquiring the oxygen saturation reference value stored in the memory and the oxygen saturation value obtained through the second sensor for measuring oxygen saturation during the posture maintenance period before the motion detection is described as An operation of correcting based on the oxygen saturation reference value may be included.
- an electronic device includes a communication module, a memory, and at least one processor operatively connected to the communication module (including a communication circuit) and the memory, wherein the at least one processor comprises the communication module
- controller means any device, system, or portion thereof that controls at least one operation, such a device may be implemented in hardware, firmware, or software, or a combination of at least two of these. Functions related to a particular controller can be centralized or decentralized, whether local or remote.
- various functions described below may be implemented or supported by one or more computer programs composed of computer readable program codes and embodied in a computer readable medium.
- application and “program” mean one or more computer programs, software components, sets of instructions, procedures, functions, objects, classes, instances, related data or embodied in appropriate computer readable program code. represents a part of it configured to
- computer readable program code includes all types of computer code, including source code, object code and executable code.
- computer readable medium means any type of medium that can be accessed by a computer, such as read only memory (ROM), random access memory (RAM), hard disk drive, compact disc (CD), digital disc, etc. including the medium of A video disc (DVD) or other type of memory.
- Non-transitory computer readable media excludes wired, wireless, optical or other communication links that transmit transitory electrical or other signals.
- Non-transitory computer readable media include media in which data can be permanently stored, such as rewritable optical discs or removable memory devices, and media in which data is stored and can be overwritten later.
- the electronic device when an error occurs in measurement of oxygen saturation due to the electronic device being pressed against the user's body or lifting due to tossing and tossing during sleep, the electronic device corrects the error to a normal range to provide more accurate sleep. Oxygen saturation values can be obtained.
- FIG. 1 is a block diagram of an electronic device in a network environment according to various embodiments.
- FIG. 2 illustrates a simplified configuration of an electronic device according to various embodiments.
- FIG 3 illustrates a method for correcting oxygen saturation of an electronic device according to various embodiments of the present disclosure.
- FIG 4 illustrates an oxygen saturation correction operation of an electronic device according to various embodiments of the present disclosure.
- FIG. 5 illustrates a method of correcting oxygen saturation of an electronic device according to a posture maintenance period according to various embodiments of the present disclosure.
- FIG. 6 illustrates directions of electronic devices according to sleeping postures according to various embodiments of the present disclosure.
- FIG. 7 illustrates a method of changing a posture index of an electronic device according to various embodiments.
- FIG 8 illustrates an operation of changing a posture index of an electronic device according to various embodiments of the present disclosure.
- 9A illustrates an oxygen saturation correction operation of an electronic device according to time according to various embodiments of the present disclosure.
- 9B illustrates an oxygen saturation correction operation of an electronic device over time according to various embodiments of the present disclosure.
- 9C illustrates an oxygen saturation correction operation of an electronic device according to time according to various embodiments of the present disclosure.
- 9D illustrates an oxygen saturation correction operation of an electronic device over time according to various embodiments of the present disclosure.
- 9E illustrates an oxygen saturation correction operation of an electronic device over time according to various embodiments of the present disclosure.
- 10A illustrates an operation of setting a threshold for a posture maintenance period of an electronic device according to various embodiments.
- 10B illustrates an operation of setting a threshold for a posture maintenance period of an electronic device according to various embodiments of the present disclosure.
- FIG. 1 is a block diagram of an electronic device 101 within a network environment 100, according to various embodiments.
- an electronic device 101 communicates with an electronic device 102 through a first network 198 (eg, a short-range wireless communication network) or through a second network 199. It may communicate with at least one of the electronic device 104 or the server 108 through (eg, a long-distance wireless communication network). According to one embodiment, the electronic device 101 may communicate with the electronic device 104 through the server 108 .
- a first network 198 eg, a short-range wireless communication network
- the server 108 e.g, a long-distance wireless communication network
- the electronic device 101 includes a processor 120, a memory 130, an input module 150, an audio output module 155, a display module 160, an audio module 170, a sensor module ( 176), interface 177, connection terminal 178, haptic module 179, camera module 180, power management module 188, battery 189, communication module 190, subscriber identification module 196 , or the antenna module 197 may be included.
- at least one of these components eg, the connection terminal 178) may be omitted or one or more other components may be added.
- some of these components eg, sensor module 176, camera module 180, or antenna module 197) are integrated into a single component (eg, display module 160). It can be.
- the processor 120 for example, executes software (eg, the program 140) to cause at least one other component (eg, hardware or software component) of the electronic device 101 connected to the processor 120. It can control and perform various data processing or calculations. According to one embodiment, as at least part of data processing or operation, the processor 120 transfers instructions or data received from other components (e.g., sensor module 176 or communication module 190) to volatile memory 132. , processing commands or data stored in the volatile memory 132 , and storing resultant data in the non-volatile memory 134 .
- software eg, the program 140
- the processor 120 transfers instructions or data received from other components (e.g., sensor module 176 or communication module 190) to volatile memory 132. , processing commands or data stored in the volatile memory 132 , and storing resultant data in the non-volatile memory 134 .
- the processor 120 may include a main processor 121 (eg, a central processing unit or an application processor) or a secondary processor 123 (eg, a graphic processing unit, a neural network processing unit ( NPU: neural processing unit (NPU), image signal processor, sensor hub processor, or communication processor).
- a main processor 121 eg, a central processing unit or an application processor
- a secondary processor 123 eg, a graphic processing unit, a neural network processing unit ( NPU: neural processing unit (NPU), image signal processor, sensor hub processor, or communication processor.
- NPU neural network processing unit
- the secondary processor 123 may be implemented separately from or as part of the main processor 121 .
- the secondary processor 123 may, for example, take the place of the main processor 121 while the main processor 121 is in an inactive (eg, sleep) state, or the main processor 121 is active (eg, running an application). ) state, together with the main processor 121, at least one of the components of the electronic device 101 (eg, the display module 160, the sensor module 176, or the communication module 190) It is possible to control at least some of the related functions or states.
- the auxiliary processor 123 eg, image signal processor or communication processor
- the auxiliary processor 123 may include a hardware structure specialized for processing an artificial intelligence model.
- AI models can be created through machine learning. Such learning may be performed, for example, in the electronic device 101 itself where the artificial intelligence model is performed, or may be performed through a separate server (eg, the server 108).
- the learning algorithm may include, for example, supervised learning, unsupervised learning, semi-supervised learning or reinforcement learning, but in the above example Not limited.
- the artificial intelligence model may include a plurality of artificial neural network layers.
- Artificial neural networks include deep neural networks (DNNs), convolutional neural networks (CNNs), recurrent neural networks (RNNs), restricted boltzmann machines (RBMs), deep belief networks (DBNs), bidirectional recurrent deep neural networks (BRDNNs), It may be one of deep Q-networks or a combination of two or more of the foregoing, but is not limited to the foregoing examples.
- the artificial intelligence model may include, in addition or alternatively, software structures in addition to hardware structures.
- the memory 130 may store various data used by at least one component (eg, the processor 120 or the sensor module 176) of the electronic device 101 .
- the data may include, for example, input data or output data for software (eg, program 140) and commands related thereto.
- the memory 130 may include volatile memory 132 or non-volatile memory 134 .
- the program 140 may be stored as software in the memory 130 and may include, for example, an operating system 142 , middleware 144 , or an application 146 .
- the input module 150 may receive a command or data to be used by a component (eg, the processor 120) of the electronic device 101 from the outside of the electronic device 101 (eg, a user).
- the input module 150 may include, for example, a microphone, a mouse, a keyboard, a key (eg, a button), or a digital pen (eg, a stylus pen).
- the sound output module 155 may output sound signals to the outside of the electronic device 101 .
- the sound output module 155 may include, for example, a speaker or a receiver.
- the speaker can be used for general purposes such as multimedia playback or recording playback.
- a receiver may be used to receive an incoming call. According to one embodiment, the receiver may be implemented separately from the speaker or as part of it.
- the display module 160 may visually provide information to the outside of the electronic device 101 (eg, a user).
- the display module 160 may include, for example, a display, a hologram device, or a projector and a control circuit for controlling the device.
- the display module 160 may include a touch sensor set to detect a touch or a pressure sensor set to measure the intensity of force generated by the touch.
- the audio module 170 may convert sound into an electrical signal or vice versa. According to one embodiment, the audio module 170 acquires sound through the input module 150, the sound output module 155, or an external electronic device connected directly or wirelessly to the electronic device 101 (eg: Sound may be output through the electronic device 102 (eg, a speaker or a headphone).
- the audio module 170 acquires sound through the input module 150, the sound output module 155, or an external electronic device connected directly or wirelessly to the electronic device 101 (eg: Sound may be output through the electronic device 102 (eg, a speaker or a headphone).
- the sensor module 176 detects an operating state (eg, power or temperature) of the electronic device 101 or an external environmental state (eg, a user state), and generates an electrical signal or data value corresponding to the detected state. can do.
- the sensor module 176 may include, for example, a gesture sensor, a gyro sensor, an air pressure sensor, a magnetic sensor, an acceleration sensor, a grip sensor, a proximity sensor, a color sensor, an IR (infrared) sensor, a bio sensor, It may include a temperature sensor, humidity sensor, or light sensor.
- the interface 177 may support one or more designated protocols that may be used to directly or wirelessly connect the electronic device 101 to an external electronic device (eg, the electronic device 102).
- the interface 177 may include, for example, a high definition multimedia interface (HDMI), a universal serial bus (USB) interface, an SD card interface, or an audio interface.
- HDMI high definition multimedia interface
- USB universal serial bus
- SD card interface Secure Digital Card interface
- audio interface audio interface
- connection terminal 178 may include a connector through which the electronic device 101 may be physically connected to an external electronic device (eg, the electronic device 102).
- the connection terminal 178 may include, for example, an HDMI connector, a USB connector, an SD card connector, or an audio connector (eg, a headphone connector).
- the haptic module 179 may convert electrical signals into mechanical stimuli (eg, vibration or motion) or electrical stimuli that a user may perceive through tactile or kinesthetic senses.
- the haptic module 179 may include, for example, a motor, a piezoelectric element, or an electrical stimulation device.
- the camera module 180 may capture still images and moving images. According to one embodiment, the camera module 180 may include one or more lenses, image sensors, image signal processors, or flashes.
- the power management module 188 may manage power supplied to the electronic device 101 .
- the power management module 188 may be implemented as at least part of a power management integrated circuit (PMIC), for example.
- PMIC power management integrated circuit
- the battery 189 may supply power to at least one component of the electronic device 101 .
- the battery 189 may include, for example, a non-rechargeable primary cell, a rechargeable secondary cell, or a fuel cell.
- the communication module 190 is a direct (eg, wired) communication channel or a wireless communication channel between the electronic device 101 and an external electronic device (eg, the electronic device 102, the electronic device 104, or the server 108). Establishment and communication through the established communication channel may be supported.
- the communication module 190 may include one or more communication processors that operate independently of the processor 120 (eg, an application processor) and support direct (eg, wired) communication or wireless communication.
- the communication module 190 is a wireless communication module 192 (eg, a cellular communication module, a short-range wireless communication module, or a global navigation satellite system (GNSS) communication module) or a wired communication module 194 (eg, : a local area network (LAN) communication module or a power line communication module).
- a wireless communication module 192 eg, a cellular communication module, a short-range wireless communication module, or a global navigation satellite system (GNSS) communication module
- GNSS global navigation satellite system
- wired communication module 194 eg, : a local area network (LAN) communication module or a power line communication module.
- a corresponding communication module is a first network 198 (eg, a short-range communication network such as Bluetooth, wireless fidelity (WiFi) direct, or infrared data association (IrDA)) or a second network 199 (eg, legacy It may communicate with the external electronic device 104 through a cellular network, a 5G network, a next-generation communication network, the Internet, or a telecommunications network such as a computer network (eg, a LAN or a WAN).
- a telecommunications network such as a computer network (eg, a LAN or a WAN).
- These various types of communication modules may be integrated as one component (eg, a single chip) or implemented as a plurality of separate components (eg, multiple chips).
- the wireless communication module 192 uses subscriber information (eg, International Mobile Subscriber Identifier (IMSI)) stored in the subscriber identification module 196 within a communication network such as the first network 198 or the second network 199.
- subscriber information eg, International Mobile Subscriber Identifier (IMSI)
- IMSI International Mobile Subscriber Identifier
- the electronic device 101 may be identified or authenticated.
- the wireless communication module 192 may support a 5G network after a 4G network and a next-generation communication technology, for example, NR access technology (new radio access technology).
- NR access technologies include high-speed transmission of high-capacity data (enhanced mobile broadband (eMBB)), minimization of terminal power and access of multiple terminals (massive machine type communications (mMTC)), or high reliability and low latency (ultra-reliable and low latency (URLLC)).
- eMBB enhanced mobile broadband
- mMTC massive machine type communications
- URLLC ultra-reliable and low latency
- -latency communications can be supported.
- the wireless communication module 192 may support a high frequency band (eg, mmWave band) to achieve a high data rate, for example.
- the wireless communication module 192 uses various technologies for securing performance in a high frequency band, such as beamforming, massive multiple-input and multiple-output (MIMO), and full-dimensional multiplexing. Technologies such as input/output (FD-MIMO: full dimensional MIMO), array antenna, analog beam-forming, or large scale antenna may be supported.
- the wireless communication module 192 may support various requirements defined for the electronic device 101, an external electronic device (eg, the electronic device 104), or a network system (eg, the second network 199).
- the wireless communication module 192 is a peak data rate for eMBB realization (eg, 20 Gbps or more), a loss coverage for mMTC realization (eg, 164 dB or less), or a U-plane latency for URLLC realization (eg, Example: downlink (DL) and uplink (UL) each of 0.5 ms or less, or round trip 1 ms or less) may be supported.
- eMBB peak data rate for eMBB realization
- a loss coverage for mMTC realization eg, 164 dB or less
- U-plane latency for URLLC realization eg, Example: downlink (DL) and uplink (UL) each of 0.5 ms or less, or round trip 1 ms or less
- the antenna module 197 may transmit or receive signals or power to the outside (eg, an external electronic device).
- the antenna module 197 may include an antenna including a radiator formed of a conductor or a conductive pattern formed on a substrate (eg, PCB).
- the antenna module 197 may include a plurality of antennas (eg, an array antenna). In this case, at least one antenna suitable for a communication method used in a communication network such as the first network 198 or the second network 199 is selected from the plurality of antennas by the communication module 190, for example. can be chosen A signal or power may be transmitted or received between the communication module 190 and an external electronic device through the selected at least one antenna.
- other components eg, a radio frequency integrated circuit (RFIC) may be additionally formed as a part of the antenna module 197 in addition to the radiator.
- RFIC radio frequency integrated circuit
- the antenna module 197 may form a mmWave antenna module.
- the mmWave antenna module includes a printed circuit board, an RFIC disposed on or adjacent to a first surface (eg, a lower surface) of the printed circuit board and capable of supporting a designated high frequency band (eg, mmWave band); and a plurality of antennas (eg, array antennas) disposed on or adjacent to a second surface (eg, a top surface or a side surface) of the printed circuit board and capable of transmitting or receiving signals of the designated high frequency band. can do.
- peripheral devices eg, a bus, general purpose input and output (GPIO), serial peripheral interface (SPI), or mobile industry processor interface (MIPI)
- signal e.g. commands or data
- commands or data may be transmitted or received between the electronic device 101 and the external electronic device 104 through the server 108 connected to the second network 199 .
- Each of the external electronic devices 102 or 104 may be the same as or different from the electronic device 101 .
- all or part of operations executed in the electronic device 101 may be executed in one or more external electronic devices among the external electronic devices 102 , 104 , or 108 .
- the electronic device 101 when the electronic device 101 needs to perform a certain function or service automatically or in response to a request from a user or another device, the electronic device 101 instead of executing the function or service by itself.
- one or more external electronic devices may be requested to perform the function or at least part of the service.
- One or more external electronic devices receiving the request may execute at least a part of the requested function or service or an additional function or service related to the request, and deliver the execution result to the electronic device 101 .
- the electronic device 101 may provide the result as at least part of a response to the request as it is or additionally processed.
- cloud computing distributed computing, mobile edge computing (MEC), or client-server computing technology may be used.
- the electronic device 101 may provide an ultra-low latency service using, for example, distributed computing or mobile edge computing.
- the external electronic device 104 may include an internet of things (IoT) device.
- Server 108 may be an intelligent server using machine learning and/or neural networks. According to one embodiment, the external electronic device 104 or server 108 may be included in the second network 199 .
- the electronic device 101 may be applied to intelligent services (eg, smart home, smart city, smart car, or health care) based on 5G communication technology and IoT-related technology.
- FIG. 2 illustrates a simplified configuration of an electronic device according to various embodiments.
- an electronic device 101 (eg, the electronic device 101 of FIG. 1 ) includes a first sensor 210 (eg, the sensor module 176 of FIG. 1 ), a first sensor 210 (eg, the sensor module 176 of FIG. 1 ), 2 sensor 220 (eg sensor module 176 in FIG. 1 ), memory 130 (eg memory 130 in FIG. 1 ) and processor 120 (eg processor 120 in FIG. 1 ) can include
- the electronic device 101 may be a wearable device (eg, smart watch, smart band, smart ring, wireless earphone, smart glasses) mounted on the user's body.
- a wearable device eg, smart watch, smart band, smart ring, wireless earphone, smart glasses
- the electronic device 101 is described as a wearable device, but according to various embodiments, the electronic device 101 is a terminal device (eg, a smartphone) that communicates with a wearable device mounted on a user's body. ) or a server.
- the first sensor 210 may detect movement of the electronic device 101 . According to various embodiments, the first sensor 210 may detect the movement of the electronic device 101 based on at least one of speed, acceleration, angular velocity, angular acceleration, or direction change with respect to gravity of the electronic device 101. .
- the first sensor 210 may include at least one of an accelerometer, a gyro sensor, or a gravitational acceleration sensor.
- the first sensor 210 is not limited thereto, and may include various types of sensors capable of detecting a posture (or movement) of a user wearing the electronic device 101 .
- the processor 120 may generate acceleration information (eg, magnitude of three axes (eg, x, y, and z axes)) of an acceleration sensor and/or air pressure according to a change in displacement of the electronic device 101
- the posture of the user may be determined based on checking barometric pressure data (eg, barometric pressure gradient and barometric pressure p2p (peak2peak) value) of the sensor.
- the processor 120 may determine the user's posture based on a combination of data obtained from the first sensor 210 and/or the second sensor 220 .
- the second sensor 220 may contact the user's body to measure oxygen saturation.
- the second sensor 220 eg, the sensor module 176 of FIG. 1
- the second sensor 220 may include at least one of a PPG sensor and pulse oxymetry.
- the second sensor 220 includes a light source that emits light of two wavelengths (eg, RED and infrared) and a light receiver that senses light emitted from the light source and partially reflected on the user's skin or blood vessels (eg, RED and infrared). : photodiode) may be included.
- the second sensor 220 uses a plurality of light sources capable of emitting light of the same or different wavelengths, respectively, to detect a part of the user's body (eg, a blood vessel located on a finger or wrist, or a lower radial artery of the wrist).
- the second sensor 220 can radiate an optical signal, accumulate photocharges corresponding to the amount of incident light reflected or transmitted through a plurality of light receivers, and convert biosignals in the form of analog currents into digital signals according to the accumulated photocharges.
- the second sensor 220 may operate to acquire a plurality of biometric information, for example, at least two types of biometric information among heart rate, blood oxygen saturation, BIA signal, ECG signal, and blood pressure.
- the second sensor 220 may operate to simultaneously acquire heart rate, blood oxygen saturation, and BIA signals.
- the second sensor 220 may include a laser diode (LD) and an image sensor.
- LD laser diode
- the second sensor 220 may include a plurality of sensors for obtaining each of a plurality of types of biometric information.
- the second sensor 220 may be an independent (or separate) sensor for acquiring a plurality of pieces of biometric information, such as a sensor for obtaining a pulse rate, a sensor for obtaining oxygen saturation, and a sensor for obtaining blood pressure. of) may include sensors.
- a sensing value related to the movement of the electronic device 101 obtained through the first sensor 210 or an oxygen saturation value obtained through the second sensor 220 may be stored in the memory 130 . there is.
- the memory 130 may include a buffer.
- the electronic device 101 may temporarily store the oxygen saturation value obtained from the second sensor 220 in a buffer.
- the processor 120 may be operatively connected to the first sensor 210 , the second sensor 220 and the memory 130 .
- the processor 120 may perform at least one of obtaining, processing, or storing data from the first sensor 210 , the second sensor 220 , and the memory 130 .
- the processor 120 may correct the oxygen saturation value stored in the buffer and store the corrected oxygen saturation value in the memory 130 when a movement greater than or equal to a set value is detected through the first sensor 210. there is. According to an embodiment, if there is a limit on the size of the buffer, the processor 120 may initialize the buffer after completion of correction. According to an embodiment, the processor 120 may periodically delete data stored in the memory 130 . For example, the processor 120 may delete oxygen saturation data stored in the memory for a period of time (eg, 3 months) or more. For example, the processor 120 may sequentially delete the first stored data when the previously stored oxygen saturation data exceeds a specified number.
- a period of time eg, 3 months
- the electronic device 101 includes the first sensor 210 and the second sensor 220, according to various embodiments, the electronic device 101 communicates with an external electronic device that is a wearable device. It may be a terminal device or a server that
- the electronic device 101 when the electronic device 101 is a terminal device or a server that communicates with the wearable device, the electronic device 101 transmits information from an external electronic device through a communication module (eg, the communication module 190 of FIG. 1 ).
- a communication module eg, the communication module 190 of FIG. 1
- a sensing value or an oxygen saturation value related to a movement of an external electronic device may be received, and the received oxygen saturation value may be corrected.
- the electronic device 101 can determine whether the posture maintenance period before motion detection is equal to or longer than the set period.
- the electronic device 101 acquires a oxygen saturation reference value stored in a memory when the posture maintenance period before motion detection is equal to or longer than a set period, and the electronic device 101 obtains the oxygen saturation reference value received from the external electronic device during the posture maintenance period before motion detection.
- the oxygen saturation value can be corrected based on the oxygen saturation reference value.
- the electronic device 101 is a terminal device or a server communicating with a wearable device
- the following diagrams are performed except for the operation of sensing the movement of the electronic device 101 through the sensor and the operation of measuring the oxygen saturation value. Through the operations of 3 to 11, the oxygen saturation value may be corrected.
- FIG 3 illustrates a method for correcting oxygen saturation of an electronic device according to various embodiments of the present disclosure.
- an electronic device eg, the electronic device 101 of FIG. 1 , the processor 120 of FIG. 1 , the electronic device 101 of FIG. 2 , or the electronic device 101 of FIG. 2
- the processor 120 when a motion greater than a set value is detected through the first sensor (eg, the sensor module 176 of FIG. 1 or the first sensor 210 of FIG. 2), the posture maintenance period before motion detection You can check if it is more than the set value.
- the electronic device may acquire a sensing value based on a Cartesian coordinate system or a spherical coordinate system through the first sensor. According to various embodiments, when a sensing value based on a Cartesian coordinate system is obtained through the first sensor, the electronic device may convert the sensing value based on the Cartesian coordinate system into a sensing value based on a spherical coordinate system.
- the electronic device may detect movement equal to or greater than the set value.
- a motion detection operation of an electronic device according to various embodiments will be described below with reference to FIG. 7 .
- the electronic device may increase the posture index stored in the memory when a movement greater than a set value is detected. For example, in a state where a posture index prior to motion is stored in memory and a motion greater than a set value is detected, the electronic device determines that the user's posture has changed, adds 1 to the stored posture index, and returns the posture index to which 1 was added. can be stored in memory.
- the posture index may be a tag for distinguishing a plurality of postures taken by the user while sleeping.
- the electronic device may maintain the increased posture index even if a movement greater than the set value is detected for a set period of time. For example, if the electronic device continuously moves as the user rolls over during sleep, the electronic device detects a motion greater than the set value once or more for a set time (eg, 3 seconds) after detecting a motion greater than the set value, the electronic device indexes the posture even if the motion exceeds the set value is detected. It is possible to prevent the posture index from being unnecessarily increased by maintaining .
- the electronic device sets a pre-measured oxygen saturation standard stored in a memory (eg, the memory 130 of FIG. 1 or the memory 130 of FIG. 2) if the posture maintenance period is longer than the set period. value can be obtained.
- a memory eg, the memory 130 of FIG. 1 or the memory 130 of FIG. 2
- the set period of the posture maintenance period may be set by a manufacturer or a user as a preset value prior to measurement of oxygen saturation.
- the set period of the posture maintenance period may be obtained as a minimum period in which a difference between the maximum value of the oxygen saturation value measured in each period and the oxygen saturation reference value is within a set range among a plurality of periods of different lengths.
- an operation of obtaining a set period of a posture maintenance period will be described with reference to FIGS. 10A and 10B.
- the oxygen saturation reference value stored in the memory may be a maximum value of oxygen saturation values pre-measured in a resting state before measuring oxygen saturation during sleep.
- the stable state may mean a situation in which the user is in a non-sleep and respiration stable state and the second sensor operates normally.
- the oxygen saturation reference value may be an average value of previously measured oxygen saturation values in a stable state.
- the electronic device may receive pre-stored oxygen saturation data in a stable state through an external electronic device operatively connected to the electronic device.
- the electronic device may receive pre-stored oxygen saturation data through a server connected to the same account.
- the electronic device receives an oxygen saturation value obtained through a second sensor (eg, the sensor module 176 of FIG. 1 or the second sensor 220 of FIG. 2) during the posture maintenance period. It can be calibrated based on the oxygen saturation reference value.
- a second sensor eg, the sensor module 176 of FIG. 1 or the second sensor 220 of FIG. 2
- the memory may include a buffer, and the electronic device may store an oxygen saturation value obtained during a posture maintenance period prior to motion detection in the buffer.
- the buffer may temporarily store data.
- the electronic device may correct an oxygen saturation value stored in a buffer and obtained during a posture maintenance period prior to motion detection based on an oxygen saturation reference value.
- the electronic device may store the corrected oxygen saturation value in a memory.
- the electronic device may store the oxygen saturation value obtained through the second sensor in a buffer after a movement greater than a set value is detected. According to various embodiments of the present disclosure, when a new motion equal to or greater than a set value is detected, the electronic device may perform a correction operation for an oxygen saturation value stored in a buffer before the new motion is detected.
- the electronic device may obtain a maximum value of oxygen saturation obtained during a posture maintenance period prior to motion detection.
- the electronic device may obtain the maximum value of the oxygen saturation value obtained during the posture maintenance period before motion detection as the base line of the oxygen saturation value.
- the electronic device may divide the posture maintenance period before motion detection into a plurality of sections, and obtain the maximum oxygen saturation value of each section as a baseline.
- the electronic device may correct an oxygen saturation value obtained during a posture maintenance period prior to motion detection based on a difference between a maximum value and an oxygen saturation reference value.
- the electronic device divides a posture maintenance period before motion detection into a plurality of sections, obtains an average value of oxygen saturation values in each section as a baseline, and obtains a difference between the obtained average value and the oxygen saturation reference value.
- An oxygen saturation value acquired during the posture maintenance period may be corrected based on .
- the oxygen saturation reference value may also be an average value of oxygen saturation values measured in a stable state.
- the electronic device may ignore the oxygen saturation value obtained during the posture maintenance period before motion detection.
- an oxygen saturation correction operation according to time will be described with reference to FIG. 9 .
- FIG 4 illustrates an oxygen saturation correction operation of an electronic device according to various embodiments of the present disclosure.
- an electronic device obtains a sensing value 420 related to the motion of the electronic device through a first sensor (eg, the sensor module 176 of FIG. 1 or the first sensor 210 of FIG. 2 ) for measuring the motion of the electronic device.
- the oxygen saturation value 410 may be obtained through a second sensor (eg, the sensor module 176 of FIG. 1 or the second sensor 220 of FIG. 2 ) for measuring oxygen saturation.
- the electronic device may detect points 430 and 431 where the sensing value 420 related to the movement of the electronic device changes beyond a set value.
- the electronic device determines that the posture of the user wearing the electronic device has changed at points 430 and 431 where the sensing value 420 related to the motion of the electronic device changes by more than a set value, and the motion of the electronic device It can be confirmed that the user's posture is maintained in a section in which the sensing value 420 related to is maintained.
- the oxygen saturation value 412 obtained through the second sensor between the first point 430 and the second point 431 where the movement of the electronic device is detected is stored in a memory (eg, the memory of FIG. 1 ). It can be confirmed that there is an offset 413 compared to the oxygen saturation reference value 411 in a stable state stored in 130 or the memory 130 of FIG. 2 .
- the electronic device when the electronic device detects a second point 431 where the sensing value 420 related to the motion of the electronic device changes by more than a set value, a distance between the first point 430 and the second point 431 is detected.
- the corrected oxygen saturation value 414 may be obtained by correcting the oxygen saturation value 412 based on the oxygen saturation reference value 411 .
- FIG. 5 illustrates a method of correcting oxygen saturation of an electronic device according to a posture maintenance period according to various embodiments of the present disclosure.
- an electronic device eg, the electronic device 101 of FIG. 1 , the processor 120 of FIG. 1 , the electronic device 101 of FIG. 2 , or the processor 120 of FIG. 2 ) may measure movement and oxygen saturation in operation 510.
- the electronic device measures the movement of the electronic device through a first sensor (eg, the sensor module 176 of FIG. 1 or the first sensor 210 of FIG. 2 ), and a second sensor (eg, the sensor module 176 of FIG. 2 ).
- the oxygen saturation value may be measured through the sensor module 176 of FIG. 1 or the second sensor 220 of FIG. 2 .
- the electronic device may store the motion measurement value and the oxygen saturation value in a memory (eg, the memory 130 of FIG. 1 or the memory 130 of FIG. 2 or a buffer).
- a memory eg, the memory 130 of FIG. 1 or the memory 130 of FIG. 2 or a buffer.
- the electronic device may check whether the electronic device moves more than a set value.
- the electronic device may determine that the user's posture has changed. For example, in response to confirming that the direction of the electronic device is changed based on the sensed value, the electronic device may determine that the user's posture has changed.
- the electronic device may return to Operation 510 and continue measuring motion and oxygen saturation.
- the electronic device in response to the confirmation of a motion greater than a set value (520-Yes), the electronic device may increase the posture index in operation 530.
- the electronic device may maintain the increased posture index even if a movement greater than the set value is detected for a set period of time. For example, if the electronic device continuously moves as the user rolls over during sleep, the electronic device detects a motion greater than the set value once or more for a set time (eg, 3 seconds) after detecting a motion greater than the set value, the electronic device indexes the posture even if the motion exceeds the set value is detected. It is possible to prevent the posture index from being unnecessarily increased by maintaining .
- the electronic device may check whether the previous posture index maintenance period is equal to or longer than a set period. For example, when the posture index increases according to movement, the electronic device may check whether the index maintenance period before the posture index increases is equal to or longer than a set period.
- the set period of the posture maintenance period may be set by a manufacturer or a user as a preset value prior to measurement of oxygen saturation. According to various embodiments, an operation of obtaining a set period of a posture maintenance period will be described with reference to FIGS. 10A and 10B.
- the electronic device may correct the offset based on the stored oxygen saturation reference value in operation 550.
- the electronic device may perform an oxygen saturation correction operation when the posture before motion detection is longer than a set period (for example, only when).
- the electronic device may obtain a baseline based on an oxygen saturation value stored in a buffer and acquired during the previous posture index maintenance period.
- the electronic device may divide the previous posture index maintenance period into a plurality of sections, and obtain a maximum value or an average value of oxygen saturation values in each section as a baseline.
- the electronic device may obtain an offset between a baseline and an oxygen saturation reference value based on an oxygen saturation reference value stored in a memory.
- the oxygen saturation reference value may be a maximum value or an average value of oxygen saturation in a stable state.
- the offset may be a difference between the baseline and the oxygen saturation reference value.
- the offset may be a ratio of the baseline to the oxygen saturation reference value (eg, a value obtained by dividing the baseline by the oxygen saturation reference value).
- the electronic device may correct the oxygen saturation value obtained during the previous posture index maintenance period by reflecting the acquired offset to the oxygen saturation value obtained during the previous posture index maintenance period. For example, the electronic device may correct the oxygen saturation value by adding or subtracting an offset from the oxygen saturation value obtained during the previous posture index maintenance period. According to various embodiments, the electronic device may correct the oxygen saturation value by multiplying the oxygen saturation value by an offset.
- the electronic device may end the oxygen saturation correction operation. According to various embodiments, the electronic device may ignore the oxygen saturation value measured during the previous attitude index period.
- FIG. 6 illustrates directions of electronic devices according to sleeping postures according to various embodiments of the present disclosure.
- the direction of an electronic device may be associated with a sleeping posture.
- the direction of the electronic device coincides with the direction of gravity in the 3-dimensional coordinate system in the electronic device with the -Z axis, and the angle with the Z axis.
- Theta which is in degrees
- psi which is the angle with the X axis
- the direction of the electronic device is similar to that of the supine position, but the change in direction is detected by continuously sensing the direction of the electronic device. Through this, the electronic device can distinguish between a supine posture 602 and a prone posture 604 .
- the sleeping posture when the sleeping posture is a left lateral recumbent position (b) 606, the direction of the electronic device coincides with the Z-axis of the direction of gravity in the 3D coordinate system within the electronic device, Theta is 0 degrees, and pi can be 0 degrees.
- the orientation of the electronic device is such that the direction of gravity does not coincide with any axis in the 3D coordinate system within the electronic device.
- theta may be 120 degrees
- pi may be 30 degrees.
- the sleeping posture and the direction of the electronic device are not limited to the above description. Since the direction of the electronic device changes according to the change in the sleeping posture, the electronic device can determine that the sleeping posture has changed when the change in the direction of the electronic device is detected. According to various embodiments, the electronic device may check a sleeping posture after movement based on a sleeping posture before movement, a direction of the electronic device, and a direction of the electronic device after movement.
- FIG. 7 illustrates a method of changing a posture index of an electronic device according to various embodiments.
- an electronic device may measure the movement of the electronic device through a first sensor (eg, the sensor module 176 of FIG. 1 or the first sensor 210 of FIG. 2 ) in operation 710 .
- a first sensor eg, the sensor module 176 of FIG. 1 or the first sensor 210 of FIG. 2
- the electronic device may measure movement based on a Cartesian coordinate system through a first sensor (eg, an acceleration sensor).
- the electronic device may measure movement in the X-axis direction, Y-axis direction, and Z-axis direction.
- the electronic device may extract posture information in operation 720 .
- the electronic device may change a sensing value based on a Cartesian coordinate system to a sensing value based on a spherical coordinate system.
- the electronic device may determine theta, which is an angle with the Z-axis within a 3D coordinate system in the electronic device, based on motion in the X-axis direction, motion in the Y-axis direction, and motion in the Z-axis direction. ) and psi, which is an angle with the X axis, can be obtained.
- the electronic device may check the direction of the electronic device based on a sensing value based on a spherical coordinate system.
- the electronic device may check the sleeping posture of the user based on the direction of the electronic device. For example, the electronic device may check a sleeping posture after movement based on a sleeping posture before movement, a direction of the electronic device, and a direction of the electronic device after movement.
- an operation of changing the sensing value based on the Cartesian coordinate system to a sensing value based on the spherical coordinate system is omitted. It can be.
- the electronic device may determine whether a change in pi (eg, an absolute value of a change in pi expressed as Abs( ⁇ psi)) is greater than or equal to a threshold value.
- a change in pi eg, an absolute value of a change in pi expressed as Abs( ⁇ psi)
- the threshold may be a preset value for the amount of change in pie.
- the electronic device in response to confirming that the change amount of pi is less than the set value (Operation 730 - No), the electronic device may maintain the posture index in operation 740 . For example, if the amount of change in phi is less than a set value, the electronic device may determine that the posture has not changed and maintain the posture index.
- the electronic device sets the change in theta (eg, the absolute value of the change in theta shown as Abs( ⁇ theta)). It can be checked whether it is above the threshold value.
- the threshold may be a preset value for the change amount of theta.
- the electronic device may maintain the posture index. For example, if the change in theta is less than a set value, the electronic device may determine that the posture has not changed and maintain the posture index.
- the electronic device may determine whether the refractory period has elapsed in Operation 760 .
- the refractory period may be a period (eg, 3 seconds) set to prevent a posture index from increasing unnecessarily when the electronic device continuously moves as the user rolls over during sleep.
- operation 730 of checking the amount of change in pi may be performed after operation 750 of checking the amount of change in theta.
- a change in posture may be checked based on vector values, pitch, roll, and yaw values of each axis.
- the electronic device may maintain the posture index. For example, during the refractory period after the posture index increases, the electronic device may maintain the posture index without increasing it even if the theta change amount and the pi change amount greater than the set value are detected.
- the electronic device may increase the posture index. For example, the electronic device may update a value obtained by adding 1 to the stored posture index value as the posture index.
- FIG. 8 illustrates an operation of changing a posture index 802 of an electronic device according to various embodiments.
- FIG. 8 illustrates the operation of a refractory period of an electronic device.
- an electronic device eg, the electronic device 101 of FIG. 1 , the processor 120 of FIG. 1 , the electronic device 101 of FIG. 2 , or the processor 120 of FIG. 2 ) is the posture during the set period 810a after increasing the position index from 19 to 20 even when the measured theta 812 and psi 814 values are continuously changed. index can be maintained.
- the electronic device may increase the posture index from 20 to 21 after a set period of time.
- the attitude index 802 may be maintained even if the values of theta and pi change by more than the set values during the set period 810b.
- 9A is a diagram for explaining an oxygen saturation correction operation of an electronic device according to time according to various embodiments of the present disclosure.
- 9B illustrates an oxygen saturation correction operation of an electronic device over time according to various embodiments of the present disclosure.
- 9C illustrates an oxygen saturation correction operation of an electronic device according to time according to various embodiments of the present disclosure.
- 9D illustrates an oxygen saturation correction operation of an electronic device according to time according to various embodiments of the present disclosure.
- 9E illustrates an oxygen saturation correction operation of an electronic device over time according to various embodiments of the present disclosure.
- an electronic device eg, the electronic device 101 of FIG. 1 , the processor 120 of FIG. 1 , the electronic device 101 of FIG. 2 , or the processor 120 of FIG. 2 )
- can measure the oxygen saturation (SpO2) value eg 95%) in a state where the posture index is 11.
- the measured oxygen saturation value may be stored in a buffer.
- the electronic device may acquire the corrected oxygen saturation value 910 by correcting the oxygen saturation value measured during the period when the posture index is 10 at the time when the posture index is changed from 10 to 11.
- the oxygen saturation reference value may be 93%.
- the electronic device changes the posture index from 11 to 12 based on the motion of the electronic device detected at time t1, and the oxygen saturation value measured during the period in which the posture index is 11 correction can be checked.
- the electronic device may check that the oxygen saturation value is corrected if the period during which the pre-movement posture index is maintained is longer than a set period (eg, 5 sections).
- the period in which the posture index is 11 is 2 sections, which is shorter than the set posture maintenance period of 5 sections, so the electronic device may ignore (920) the measured oxygen saturation value without correcting it.
- the electronic device may store oxygen saturation values 930 measured from t1 when the attitude index is changed to 12 to the current t2 in a buffer.
- the electronic device may store the oxygen saturation value 940 measured during the period in which the posture index is maintained at 12 in a buffer.
- the electronic device may change the posture index from 12 to 13 based on the movement of the electronic device detected at time t3, and check whether the oxygen saturation value measured for the 12 period is corrected for the posture index. .
- a period in which the posture index is 12 is longer than a set posture maintenance period of 5 sections, and the electronic device converts the oxygen saturation value 940 measured during the period in which the posture index is 12 to an oxygen saturation reference value (eg, : 93%).
- the electronic device determines that 80%, the maximum value of the oxygen saturation value measured in a period in which the posture index is 12, is in a stable state, and 80% is determined as the oxygen saturation reference value of 93% and
- the corrected oxygen saturation value 950 may be obtained by correcting to correspond.
- FIG. 10A illustrates an operation of setting a threshold for a posture maintenance period of an electronic device according to various embodiments.
- the threshold of the posture maintenance period may be set when the electronic device is manufactured, or may be set by the user.
- FIG. 10A is a graph obtained by applying a moving window method to an oxygen saturation measurement value of a sleep apnea patient.
- the length of the window may be a candidate for a threshold of the posture maintenance period.
- the length of the window may be 1 second (s), 30 seconds, 60 seconds, 5 minutes (m), 10 minutes, 20 minutes, or 30 minutes.
- the x-axis of the histogram may be the oxygen saturation
- the y-axis may be the number of windows having the maximum oxygen saturation or a ratio of windows having the maximum oxygen saturation to the total number of windows.
- the electronic device determines that the maximum value of the oxygen saturation value within the window has no drop in the intermittent oxygen saturation value due to sleep apnea, and the stable state oxygen saturation (1010). distribution can be determined. Referring to the same histogram, it can be seen that the longer the window length, the lower the oxygen saturation value due to sleep apnea is ignored. In addition, if the threshold of the posture maintenance period is long, even when the posture is maintained constant, there may be a large amount of data in which the measured oxygen saturation value is ignored without correction.
- the maximum value of oxygen saturation within the window when the length of the window is short, referring to the difference between the maximum value of oxygen saturation within the window and the value of oxygen saturation in a stable state (Movmax(SpO2,t)), the maximum value of oxygen saturation within the window It can be confirmed that the difference between the oxygen saturation level 1010 in the stable state and the oxygen saturation level 1010 has a different value for each window and is not constant. Referring to this, when the length of the window is too short, an inaccurate oxygen saturation value may be obtained due to correction due to a different offset for each window.
- the threshold of the posture maintenance period is the minimum period in which the difference between the maximum value of the measured oxygen saturation value and the oxygen saturation reference value among the lengths of a plurality of windows is within a set range. can be set.
- FIG. 10B illustrates an operation of setting a threshold for a posture maintenance period of an electronic device according to various embodiments of the present disclosure.
- FIG. 10B is graphed according to the length of the window by obtaining data from 719 people, and each data is the maximum value of oxygen saturation and the stable oxygen saturation within the window of FIG. 10A obtained from 1 person. It is the minimum value of the difference between the values.
- the electronic device may assume the maximum oxygen saturation value as a stable oxygen saturation value.
- the electronic device calculates an average difference of 6% from the oxygen saturation value in the stable state. can decide This difference may decrease as the length of the window increases.
- the oxygen saturation measurement error is 2%, and the electronic device may determine that a window length of 5 minutes to 10 minutes is suitable as a threshold for the posture maintenance period.
- the maximum value of the corresponding section can be regarded as the baseline 1054 corresponding to the stable state.
- an electronic device may include a first sensor (eg, the sensor module 176 of FIG. 1 ) for detecting motion.
- a first sensor eg, the sensor module 176 of FIG. 1
- a second sensor for measuring oxygen saturation e.g, the sensor module 176 in FIG. 1 or the second sensor 220 in FIG. 2
- a memory eg, in FIG. 1
- memory 130 or memory 130 of FIG. 2 at least one processor (eg, processor 120 of FIG. 1 or processor 2 of FIG.
- the at least one processor when a motion greater than a set value is detected through the first sensor, checks whether a period of maintaining the posture before the motion detection is longer than a set period, and returns the posture before the motion detection. If the maintenance period is longer than a set period, an oxygen saturation reference value stored in the memory is acquired, and an oxygen saturation value acquired through the second sensor during a posture maintenance period prior to motion detection is corrected based on the oxygen saturation reference value. can do.
- the at least one processor obtains a sensing value based on a Cartesian coordinate system through the first sensor, and performs sensing based on a spherical coordinate system based on the sensing value based on the Cartesian coordinate system.
- a value is acquired, and if a change in the sensing value based on the spherical coordinate system is greater than or equal to the set value, it may be detected as a movement greater than or equal to the set value.
- the at least one processor increases a posture index stored in the memory when a motion greater than the set value is detected, and even if a motion greater than the set value is detected for a set period of time after increasing the posture index. An increased posture index can be maintained.
- the set period may be obtained as a minimum period in which a difference between the maximum oxygen saturation value measured in each period and the oxygen saturation reference value is within a set range among a plurality of periods having different lengths. .
- the memory includes a buffer
- the at least one processor stores an oxygen saturation value obtained during a posture maintenance period before motion detection in the buffer, and when a motion greater than or equal to the set value is detected.
- the oxygen saturation value obtained during the posture maintenance period before the motion detection stored in the buffer may be corrected based on the oxygen saturation reference value.
- the at least one processor may store the oxygen saturation value obtained through the second sensor in the buffer after a movement equal to or greater than the set value is detected.
- the at least one processor obtains a maximum value of oxygen saturation values obtained during a posture maintenance period before detecting the motion, and performs the movement based on a difference between the maximum value and the oxygen saturation reference value.
- An oxygen saturation value obtained during a posture maintenance period prior to detection may be corrected.
- the oxygen saturation reference value may be a maximum value of previously measured oxygen saturation values in a stable state.
- the at least one processor may ignore the oxygen saturation value obtained during the posture maintenance period before the motion detection when the posture maintenance period before the motion detection is less than a set period.
- a control method of an electronic device may include, when a movement equal to or greater than a set value is detected through a first sensor for detecting motion, determining whether a period of maintaining a posture prior to motion detection is greater than or equal to a set period of time, the motion If the posture maintenance period before detection is longer than the set period, the oxygen saturation value obtained through the operation of acquiring the oxygen saturation reference value stored in the memory and the oxygen saturation value obtained through the second sensor for measuring oxygen saturation during the posture maintenance period before the motion detection is described as An operation of correcting based on the oxygen saturation reference value may be included.
- the operation of determining whether the period of maintaining the posture before the motion detection is equal to or longer than a set period of time may include obtaining a sensing value based on the Cartesian coordinate system through the first sensor, and performing sensing based on the Cartesian coordinate system. Based on the value, a sensing value based on a spherical coordinate system is acquired, and if a change in the sensing value based on the spherical coordinate system is greater than or equal to the set value, a movement greater than or equal to the set value may be detected.
- the at least one processor when detecting a motion greater than the set value, increases the posture index stored in the memory, and detects a motion greater than the set value for a set period of time after increasing the posture index. Even if it is, an operation of maintaining the increased posture index may be further included.
- the set period may be obtained as a minimum period in which a difference between the maximum oxygen saturation value measured in each period and the oxygen saturation reference value is within a set range among a plurality of periods having different lengths. .
- the method may further include storing an oxygen saturation value obtained during a posture maintenance period prior to motion detection in a buffer included in the memory, and the correcting operation may be performed when a motion greater than or equal to the set value is detected.
- the oxygen saturation value obtained during the posture maintenance period before the motion detection stored in the buffer may be corrected based on the oxygen saturation reference value.
- the method may further include storing an oxygen saturation value obtained through the second sensor in the buffer after a motion equal to or greater than the set value is detected.
- the correcting operation may include obtaining a maximum value of oxygen saturation values obtained during a posture maintenance period prior to the motion detection, and detecting the motion based on a difference between the maximum value and the oxygen saturation reference value. An oxygen saturation value obtained during a previous posture maintenance period may be corrected.
- the oxygen saturation reference value may be a maximum value of previously measured oxygen saturation values in a stable state.
- an operation of ignoring the oxygen saturation value obtained during the posture maintenance period before the motion detection may be further included.
- an electronic device includes a communication module, a memory, and at least one processor operatively connected to the communication module and the memory, and the at least one processor receives information from an external electronic device through the communication module.
- the motion of the external electronic device is determined to be greater than or equal to a set value based on the received sensing value, it is determined whether the posture maintenance period before the motion detection is longer than a set period, and if the posture maintenance period before the motion detection is longer than a set period, An oxygen saturation reference value stored in the memory may be acquired, and an oxygen saturation value received from the external electronic device during a posture maintenance period prior to the motion detection may be corrected based on the oxygen saturation reference value.
- the at least one processor when the movement of the external electronic device equal to or greater than the set value is confirmed, the at least one processor increases a posture index stored in the memory, and increases the posture index to the set value for a set period of time. Even if the movement of the external electronic device is detected, the increased posture index may be maintained.
- Electronic devices may be devices of various types.
- the electronic device may include, for example, a portable communication device (eg, a smart phone), a computer device, a portable multimedia device, a portable medical device, a camera, a wearable device, or a home appliance.
- a portable communication device eg, a smart phone
- a computer device e.g., a smart phone
- a portable multimedia device e.g., a portable medical device
- a camera e.g., a portable medical device
- a camera e.g., a portable medical device
- a camera e.g., a portable medical device
- a camera e.g., a camera
- a wearable device e.g., a smart bracelet
- first, second, or first or secondary may simply be used to distinguish a given component from other corresponding components, and may be used to refer to a given component in another aspect (eg, importance or order) is not limited.
- a (e.g., first) component is said to be “coupled” or “connected” to another (e.g., second) component, with or without the terms “functionally” or “communicatively.”
- the certain component may be connected to the other component directly (eg by wire), wirelessly, or through a third component.
- module used in various embodiments of this document may include a unit implemented in hardware, software, or firmware, and is interchangeable with terms such as, for example, logic, logical blocks, parts, or circuits.
- a module may be an integrally constructed component or a minimal unit of components or a portion thereof that performs one or more functions.
- the module may be implemented in the form of an application-specific integrated circuit (ASIC).
- ASIC application-specific integrated circuit
- a storage medium eg, internal memory 136 or external memory 138
- a machine eg, electronic device 101
- a processor eg, the processor 120
- a device eg, the electronic device 101
- the one or more instructions may include code generated by a compiler or code executable by an interpreter.
- the device-readable storage medium may be provided in the form of a non-transitory storage medium.
- the storage medium is a tangible device and does not contain a signal (e.g. electromagnetic wave), and this term refers to the case where data is stored semi-permanently in the storage medium. It does not discriminate when it is temporarily stored.
- a signal e.g. electromagnetic wave
- the method according to various embodiments disclosed in this document may be included and provided in a computer program product.
- Computer program products may be traded between sellers and buyers as commodities.
- a computer program product is distributed in the form of a device-readable storage medium (e.g. compact disc read only memory (CD-ROM)), or through an application store (e.g. Play StoreTM) or on two user devices (e.g. It can be distributed (eg downloaded or uploaded) online, directly between smart phones.
- a device-readable storage medium e.g. compact disc read only memory (CD-ROM)
- an application store e.g. Play StoreTM
- two user devices e.g. It can be distributed (eg downloaded or uploaded) online, directly between smart phones.
- at least part of the computer program product may be temporarily stored or temporarily created in a device-readable storage medium such as a manufacturer's server, an application store server, or a relay server's memory.
- each component (eg, module or program) of the above-described components may include a single object or a plurality of entities, and some of the plurality of entities may be separately disposed in other components. there is.
- one or more components or operations among the aforementioned corresponding components may be omitted, or one or more other components or operations may be added.
- a plurality of components eg modules or programs
- the integrated component may perform one or more functions of each of the plurality of components identically or similarly to those performed by a corresponding component of the plurality of components prior to the integration. .
- the actions performed by a module, program, or other component are executed sequentially, in parallel, iteratively, or heuristically, or one or more of the actions are executed in a different order, or omitted. or one or more other actions may be added.
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Physics & Mathematics (AREA)
- Biomedical Technology (AREA)
- Medical Informatics (AREA)
- Biophysics (AREA)
- Pathology (AREA)
- Engineering & Computer Science (AREA)
- Veterinary Medicine (AREA)
- Heart & Thoracic Surgery (AREA)
- Public Health (AREA)
- Molecular Biology (AREA)
- Surgery (AREA)
- Animal Behavior & Ethology (AREA)
- General Health & Medical Sciences (AREA)
- Optics & Photonics (AREA)
- Spectroscopy & Molecular Physics (AREA)
- Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
Abstract
Description
Claims (15)
- 전자 장치에 있어서,움직임을 감지하기 위한 제1 센서;산소 포화도 측정을 위한 제2 센서;메모리; 및상기 제1 센서, 상기 제2 센서 및 상기 메모리와 작동적으로 연결된 적어도 하나의 프로세서;를 포함하고,상기 적어도 하나의 프로세서는,상기 제1 센서를 통해 설정된 값 이상의 움직임이 감지됨에 응답하여, 상기 움직임 감지 이전의 자세 유지 기간이 설정된 기간 이상인지 결정하고,상기 움직임 감지 이전의 자세 유지 기간이 설정된 기간 이상이라는 결정에 기반하여, 상기 메모리에 저장된 산소 포화도 기준 값을 획득하고,상기 움직임 감지 이전의 자세 유지 기간 동안 상기 제2 센서를 통해 획득된 산소 포화도 값을 상기 산소 포화도 기준 값을 기반으로 보정하도록 설정된 전자 장치.
- 제1항에 있어서,상기 적어도 하나의 프로세서는,상기 제1 센서를 통해 직교 좌표계를 기반으로 한 제1 센싱 값을 획득하고,상기 제1 센싱 값을 변환하여 구 좌표계를 기반으로 한 제2 센싱 값을 획득하고,상기 구 좌표계를 기반으로 한 상기 제2 센싱 값의 변화가 상기 설정된 값 이상이면, 상기 설정된 값 이상의 움직임으로 감지하는 전자 장치.
- 제1항에 있어서,상기 적어도 하나의 프로세서는,상기 설정된 값 이상의 움직임을 감지함에 응답하여, 상기 메모리에 저장된 자세 인덱스를 증가시키고,상기 자세 인덱스를 증가시킨 후 설정된 기간 동안 상기 설정된 값 이상의 움직임이 감지되는 경우를 포함하여 증가된 자세 인덱스를 유지하는 전자 장치.
- 제1항에 있어서,상기 설정된 기간은,서로 다른 길이의 복수의 기간 중, 각 기간 내 측정된 산소 포화도 값의 최대 값과 상기 산소 포화도 기준 값의 차이가 설정된 범위 이내인 최소 기간인 전자 장치.
- 제1항에 있어서,상기 메모리는 버퍼를 포함하고,상기 적어도 하나의 프로세서는,상기 움직임 감지 이전의 자세 유지 기간 동안 획득된 산소 포화도 값을 상기 버퍼에 저장하고,상기 설정된 값 이상의 움직임을 감지함에 응답하여, 상기 움직임 감지 이전의 자세 유지 기간 동안 획득된 상기 저장된 산소 포화도 값을 상기 산소 포화도 기준 값을 기반으로 보정하는 전자 장치.
- 제5항에 있어서,상기 적어도 하나의 프로세서는,상기 설정된 값 이상의 움직임이 감지된 이후 상기 제2 센서를 통해 획득된 다른 산소 포화도 값을 상기 버퍼에 저장하는 전자 장치.
- 제1항에 있어서,상기 적어도 하나의 프로세서는,상기 움직임 감지 이전의 자세 유지 기간 동안 획득된 산소 포화도 값의 최대 값을 획득하고,상기 최대 값과 상기 산소 포화도 기준 값의 차이를 기반으로 상기 움직임 감지 이전의 자세 유지 기간 동안 획득된 산소 포화도 값을 보정하는 전자 장치.
- 제1항에 있어서,상기 산소 포화도 기준 값은,안정 상태에서 기측정된 산소 포화도 값의 최대 값인 전자 장치.
- 제1항에 있어서,상기 적어도 하나의 프로세서는,상기 움직임 감지 이전의 자세 유지 기간이 설정된 기간 미만이라는 결정에 응답하여, 상기 움직임 감지 이전의 자세 유지 기간 동안 획득된 산소 포화도 값을 무시하는 전자 장치.
- 전자 장치의 제어 방법에 있어서,움직임을 감지하기 위한 제1 센서를 통해 설정된 값 이상의 움직임이 감지됨에 응답하여, 상기 움직임 감지 이전의 자세 유지 기간이 설정된 기간 이상인지 결정하는 동작;상기 움직임 감지 이전의 자세 유지 기간이 설정된 기간 이상이라는 결정에 기반하여, 메모리에 저장된 산소 포화도 기준 값을 획득하는 동작; 및상기 움직임 감지 이전의 자세 유지 기간 동안 제2 센서를 통해 획득된 산소 포화도 값을 상기 산소 포화도 기준 값을 기반으로 보정하는 동작;을 포함하고,상기 제2 센서는 산소 포화도를 측정하는 것인 전자 장치의 제어 방법.
- 제10항에 있어서,상기 움직임 감지 이전의 자세 유지 기간이 설정된 기간 이상인지 확인하는 동작은,상기 제1 센서를 통해 직교 좌표계를 기반으로 한 제1 센싱 값을 획득하고,상기 제1 센싱 값을 변환하여 구 좌표계를 기반으로 한 제2 센싱 값을 획득하고,상기 구 좌표계를 기반으로 한 센싱 값의 변화가 상기 설정된 값 이상이면, 상기 설정된 값 이상의 움직임으로 감지하는 전자 장치의 제어 방법.
- 제10항에 있어서,상기 설정된 값 이상의 움직임을 감지함에 응답하여, 상기 메모리에 저장된 자세 인덱스를 증가시키는 동작; 및상기 자세 인덱스를 증가시킨 후 설정된 기간 동안 상기 설정된 값 이상의 움직임이 감지되는 경우를 포함하여 증가된 자세 인덱스를 유지하는 동작;을 더 포함하는 전자 장치의 제어 방법.
- 제10항에 있어서,상기 설정된 기간은,서로 다른 길이의 복수의 기간 중, 각 기간 내 측정된 산소 포화도 값의 최대 값과 상기 산소 포화도 기준 값의 차이가 설정된 범위 이내인 최소 기간으로 획득되는 것인 전자 장치의 제어 방법.
- 제10항에 있어서,상기 움직임 감지 이전의 자세 유지 기간 동안 획득된 산소 포화도 값을 상기 메모리에 포함된 버퍼에 저장하는 동작;을 더 포함하고,상기 산소 포화도 값을 보정하는 동작은,상기 설정된 값 이상의 움직임을 감지함에 응답하여, 상기 움직임 감지 이전의 자세 유지 기간 동안 획득된 상기 저장된 산소 포화도 값을 상기 산소 포화도 기준 값을 기반으로 보정하는 전자 장치의 제어 방법.
- 제14항에 있어서,상기 설정된 값 이상의 움직임이 감지된 이후 상기 제2 센서를 통해 획득된 다른 산소 포화도 값을 상기 버퍼에 저장하는 동작;을 더 포함하는 전자 장치의 제어 방법.
Priority Applications (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202280047250.3A CN117615707A (zh) | 2021-08-11 | 2022-05-24 | 用于校正氧饱和度的电子设备及其控制方法 |
EP22855974.6A EP4342374A1 (en) | 2021-08-11 | 2022-05-24 | Electronic device for correcting oxygen saturation and method for controlling same |
US17/809,495 US20230053252A1 (en) | 2021-08-11 | 2022-06-28 | Electronic device adjusting oxygen saturation and method for controlling the same |
Applications Claiming Priority (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
KR20210105812 | 2021-08-11 | ||
KR10-2021-0105812 | 2021-08-11 | ||
KR10-2022-0033113 | 2022-03-17 | ||
KR1020220033113A KR20230024189A (ko) | 2021-08-11 | 2022-03-17 | 산소 포화도를 보정하는 전자 장치 및 이의 제어 방법 |
Related Child Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US17/809,495 Continuation US20230053252A1 (en) | 2021-08-11 | 2022-06-28 | Electronic device adjusting oxygen saturation and method for controlling the same |
Publications (1)
Publication Number | Publication Date |
---|---|
WO2023017972A1 true WO2023017972A1 (ko) | 2023-02-16 |
Family
ID=85200007
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/KR2022/007349 WO2023017972A1 (ko) | 2021-08-11 | 2022-05-24 | 산소 포화도를 보정하는 전자 장치 및 이의 제어 방법 |
Country Status (1)
Country | Link |
---|---|
WO (1) | WO2023017972A1 (ko) |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP2229880A1 (en) * | 2009-03-18 | 2010-09-22 | CSEM Centre Suisse d'Electronique et de Microtechnique SA | Headband integrated monitoring unit using an accelerometer |
KR101995153B1 (ko) * | 2018-01-22 | 2019-07-01 | 주식회사 씨유메디칼시스템 | 가속도 센서를 이용한 웨어러블 디바이스의 심전도 신호 보상 방법 및 그 방법을 적용한 심전도 측정 웨어러블 디바이스 |
KR20200003540A (ko) * | 2018-07-02 | 2020-01-10 | 삼성전자주식회사 | 전자 장치 및 이를 이용한 생체 신호에 기초하여 개인화된 생체 정보 제공 방법 |
KR20210034724A (ko) * | 2019-09-20 | 2021-03-31 | 삼성전자주식회사 | 생체 신호를 추정하는 전자 장치 및 그 방법 |
US11006899B2 (en) * | 2015-11-06 | 2021-05-18 | Lifeq Global Limited | Energy efficient system and method for physiological monitoring |
-
2022
- 2022-05-24 WO PCT/KR2022/007349 patent/WO2023017972A1/ko active Application Filing
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP2229880A1 (en) * | 2009-03-18 | 2010-09-22 | CSEM Centre Suisse d'Electronique et de Microtechnique SA | Headband integrated monitoring unit using an accelerometer |
US11006899B2 (en) * | 2015-11-06 | 2021-05-18 | Lifeq Global Limited | Energy efficient system and method for physiological monitoring |
KR101995153B1 (ko) * | 2018-01-22 | 2019-07-01 | 주식회사 씨유메디칼시스템 | 가속도 센서를 이용한 웨어러블 디바이스의 심전도 신호 보상 방법 및 그 방법을 적용한 심전도 측정 웨어러블 디바이스 |
KR20200003540A (ko) * | 2018-07-02 | 2020-01-10 | 삼성전자주식회사 | 전자 장치 및 이를 이용한 생체 신호에 기초하여 개인화된 생체 정보 제공 방법 |
KR20210034724A (ko) * | 2019-09-20 | 2021-03-31 | 삼성전자주식회사 | 생체 신호를 추정하는 전자 장치 및 그 방법 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
WO2020209662A1 (en) | Wearable electronic device including biometric sensor and wireless charging module | |
WO2022055068A1 (ko) | 음성에 포함된 커맨드를 확인하는 전자 장치와 이의 동작 방법 | |
WO2022124647A1 (ko) | 수면 무호흡을 검출하기 위한 방법 및 이를 지원하는 전자 장치 | |
WO2021085879A1 (en) | Electronic device for recognizing gesture of user using a plurality of sensor signals | |
WO2020190060A1 (en) | Electronic device for measuring blood pressure and method for measuring blood pressure | |
WO2022215885A1 (ko) | 웨어러블 전자 장치 | |
WO2022154373A1 (ko) | 웨어러블 전자 장치의 가속도 센서를 이용하여 사용자의 자세를 판단하는 방법 및 그 전자 장치 | |
WO2021261725A1 (ko) | 생체 신호 측정을 위한 외부 광 보정 방법, 이를 위한 전자 장치 및 저장 매체 | |
WO2022239929A1 (ko) | 생체 정보 검출 방법 및 이를 지원하는 전자 장치 | |
WO2022149850A1 (ko) | 복수의 광학 센서를 구비한 전자 장치 및 그 제어 방법 | |
WO2023017972A1 (ko) | 산소 포화도를 보정하는 전자 장치 및 이의 제어 방법 | |
WO2022191530A1 (ko) | 업무 강도에 기반한 업무 관련 정보를 제공하는 전자 장치 및 그 방법 | |
WO2022211272A1 (ko) | 사용자 자세에 기반하여 혈압을 측정하는 전자 장치 및 그 제어 방법 | |
WO2022191413A1 (ko) | 심박수 예측 모델을 제공하는 전자 장치 및 그 동작 방법 | |
WO2021167385A1 (en) | Electronic device and method for recognizing context thereof | |
WO2022139239A1 (ko) | 웨어러블 기기, 전자 기기와 웨어러블 기기를 포함하는 시스템 및 방법 | |
WO2021172843A1 (en) | Method for transceiving information and electronic device thereof | |
WO2022191385A1 (ko) | 전자 장치 및 신호 안정화 시간 개선 방법 | |
WO2022255655A1 (ko) | 혈압을 측정하는 웨어러블 전자 장치 및 이의 동작 방법 | |
WO2024043465A1 (ko) | 생체 정보를 측정하는 전자 장치 및 이의 동작 방법 | |
WO2024075982A1 (ko) | 전자 장치 및 그 동작 방법 | |
WO2023085848A1 (ko) | 신호 제어 방법 및 이를 지원하는 웨어러블 장치 | |
WO2021230462A1 (ko) | 데이터 전송 방법 및 이를 지원하는 전자 장치 | |
WO2023075092A1 (ko) | 사용자의 호흡 상태를 감지하기 위한 웨어러블 장치 | |
WO2023068532A1 (ko) | 전자 장치 및 신체 임피던스 측정 방법 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
121 | Ep: the epo has been informed by wipo that ep was designated in this application |
Ref document number: 22855974 Country of ref document: EP Kind code of ref document: A1 |
|
WWE | Wipo information: entry into national phase |
Ref document number: 22855974.6 Country of ref document: EP Ref document number: 2022855974 Country of ref document: EP |
|
ENP | Entry into the national phase |
Ref document number: 2022855974 Country of ref document: EP Effective date: 20231221 |
|
WWE | Wipo information: entry into national phase |
Ref document number: 202280047250.3 Country of ref document: CN |
|
WWE | Wipo information: entry into national phase |
Ref document number: 202427017168 Country of ref document: IN |
|
NENP | Non-entry into the national phase |
Ref country code: DE |