This application is based on and claims priority under 35 U.S.C. § 119 to Korean Patent Application No. 10-2018-0018695, filed on Feb. 14, 2018, in the Korean Intellectual Property Office, the disclosure of which is incorporated herein by reference in its entirety.
The present disclosure relates to electronic devices including a sensor for sensing biometric information using a plurality of receiving units, and methods for controlling the same.
The recent spread of smartphones and other electronic devices has lead to an increasing demand for users to receive various pieces of information on their electronic device. In response, manufacturers are coming up with electronic devices that pack a biometric sensor with various functionalities, e.g., electronic devices capable of obtaining biometric information, such as a heartbeat or oxygen saturation, or electronic devices with other various capabilities.
Such electronic devices may obtain various pieces of biometric information, e.g., a user's heartbeat, oxygen saturation, stress level, or blood pressure, by using a biometric sensor. For example, the electronic device may sense a part of the user's body using the biometric sensor in response to the user's request. The electronic device may acquire pieces of the user's biometric information by using the information obtained by the sensor.
The biometric sensor-equipped electronic device, e.g., a smartphone, may only provide the user with limited biometric information, e.g., heartbeat or oxygen saturation, using the biometric sensor, but not other pieces of information that the user may be more interested in, such as glucose, water, or fat amount, in their daily life.
The biometric sensor-equipped electronic device may merely deliver the user's biometric information obtained by the biometric sensor to the user but cannot compare or analyze the pieces of biometric information obtained.
An aspect of the present disclosure provides an electronic device capable of providing a user with biometric information, such as the user's blood sugar, water, or fat level, which the user would be more interested in their daily life, using modulated light.
Another aspect of the present disclosure provides an electronic device capable of comparing and analyzing obtained biometric information and providing the resulting information to a user.
In accordance with an aspect of the present disclosure, an electronic device is provided. The electronic device includes a sensor module including a transmitter, a first receiver, and a second receiver, and a processor operatively connected with the sensor module, wherein the processor is configured to output a first signal using the transmitter, receive the first signal using the first receiver, receive a second signal using the second receiver, wherein the second signal is the first signal reflected by a part of a user's body after a tissue-light interaction within the part of the user's body, identify the user's biometric information based on, at least, first data and second data, wherein the first data is based on the first signal and the second data is based on the second signal, and provide the biometric information to the user.
In accordance with another aspect of the present disclosure, a method for operating an electronic device is provided. The method includes outputting a first signal using a transmitter of the electronic device, receiving the first signal using a first receiver of the electronic device, receiving a second signal using a second receiver of the electronic device, wherein the second signal is the first signal reflected by a part of a user's body after a tissue-light interaction within the part of the user's body, identifying the user's biometric information based on, at least, first data and second data, wherein the first data is based on the first signal and the second data is based on the second signal, and providing the biometric information to the user.
In accordance with another aspect of the present disclosure, an electronic device is provided. The electronic device includes a display, a sensor module including a light emitting device, a plurality of light receiving devices, and an optical guide configured to guide at least part of light emitted from the light emitting device to a path, and a processor operatively connected with the display and the sensor module, wherein the processor is configured to output first light modulated as per at least one frequency using the light emitting device, receive the first light using one of the plurality of light receiving devices, wherein the first light is guided to the one of the plurality light receiving devices by the optical guide, receive second light using at least one other of the plurality of light receiving devices other than the one of the plurality of light receiving devices receiving the first light, wherein the second light is the first light reflected by at least part of a user's body after a tissue-light interaction, identify the user's biometric information based on, at least, first data and second data, wherein the first data is based on the received first light and the second data is based on the received second light, and provide the user with the biometric information using the display, and wherein the one of the plurality of light receiving devices and the at least one other of the plurality of light receiving devices are configured in a single sensor array or are disposed in different areas spatially separated by a rib in the sensor module.
The above and other aspects, features, and advantages of certain embodiments of the present disclosure will be more apparent from the following description, taken in conjunction with the accompanying drawings, in which:
Referring to
The processor 120 may execute, e.g., software (e.g., a program 140) to control at least one other component (e.g., a hardware or software component) of the electronic device 101 connected with the processor 120 and may process or compute various data. According to one embodiment, as at least part of the data processing or computation, the processor 120 may load a command or data received from another component (e.g., the sensor module 176 or the communication module 190) in volatile memory 132, process the command or the data stored in the volatile memory 132, and store resulting data in non-volatile memory 134. According to an embodiment, the processor 120 may include a main processor 121 (e.g., a central processing unit (CPU) or an application processor (AP)), and an auxiliary processor 123 (e.g., a graphics processing unit (GPU), an image signal processor (ISP), a sensor hub processor, or a communication processor (CP)) that is operable independently from, or in conjunction with, the main processor 121. Additionally or alternatively, the auxiliary processor 123 may be adapted to consume less power than the main processor 121, or to be specific to a specified function. The auxiliary processor 123 may be implemented as separate from, or as part of the main processor 121.
The auxiliary processor 123 may control at least some of functions or states related to at least one (e.g., the display device 160, the sensor module 176, or the communication module 190) of the components of the electronic device 101, instead of the main processor 121 while the main processor 121 is in an inactive (e.g., sleep) state or along with the main processor 121 while the main processor 121 is an active state (e.g., executing an application). According to an embodiment, the auxiliary processor 123 (e.g., an image signal processor or a communication processor) may be implemented as part of another component (e.g., the camera module 180 or the communication module 190) functionally related to the auxiliary processor 123.
The memory 130 may store various data used by at least one component (e.g., the processor 120 or the sensor module 176) of the electronic device 101. The various data may include, for example, software (e.g., the program 140) and input data or output data for a command related thererto. The memory 130 may include the volatile memory 132 or the non-volatile memory 134.
The program 140 may be stored in the memory 130 as software, and may include, for example, an operating system (OS) 142, middleware 144, or an application 146.
The input device 150 may receive a command or data to be used by other component (e.g., the processor 120) of the electronic device 101, from the outside (e.g., a user) of the electronic device 101. The input device 150 may include, for example, a microphone, a mouse, or a keyboard.
The sound output device 155 may output sound signals to the outside of the electronic device 101. The sound output device 155 may include, for example, a speaker or a receiver. The speaker may be used for general purposes, such as playing multimedia or playing record, and the receiver may be used for an incoming calls. According to an embodiment, the receiver may be implemented as separate from, or as part of the speaker.
The display device 160 may visually provide information to the outside (e.g., a user) of the electronic device 101. The display device 160 may include, for example, a display, a hologram device, or a projector and control circuitry to control a corresponding one of the display, hologram device, and projector. According to an embodiment, the display device 160 may include touch circuitry adapted to detect a touch, or sensor circuitry (e.g., a pressure sensor) adapted to measure the intensity of force incurred by the touch.
The audio module 170 may convert a sound into an electrical signal and vice versa. According to an embodiment, the audio module 170 may obtain a sound through the input device 150 or output a sound through the sound output device 155 or an external electronic device (e.g., an electronic device 102 (e.g., a speaker or a headphone) directly or wirelessly connected with the electronic device 101.
The sensor module 176 may detect an operational state (e.g., power or temperature) of the electronic device 101 or an environmental state (e.g., a state of a user) external to the electronic device 101, and then generate an electrical signal or data value corresponding to the detected state. According to an embodiment, the sensor module 176 may include, for example, a gesture sensor, a gyro sensor, an atmospheric pressure sensor, a magnetic sensor, an acceleration sensor, a grip sensor, a proximity sensor, a color sensor, an infrared (IR) sensor, a biometric sensor, a temperature sensor, a humidity sensor, or an illuminance sensor.
The interface 177 may support one or more specified protocols to be used for the electronic device 101 to be coupled with the external electronic device (e.g., the electronic device 102) directly (e.g., wiredly) or wirelessly. According to an embodiment, the interface 177 may include, for example, a high definition multimedia interface (HDMI), a universal serial bus (USB) interface, a secure digital (SD) card interface, or an audio interface.
A connecting terminal 178 may include a connector via which the electronic device 101 may be physically connected with the external electronic device (e.g., the electronic device 102). According to an embodiment, the connecting terminal 178 may include, for example, a HDMI connector, a USB connector, a SD card connector, or an audio connector (e.g., a headphone connector).
The haptic module 179 may convert an electrical signal into a mechanical stimulus (e.g., a vibration or motion) or electrical stimulus which may be recognized by a user via his tactile sensation or kinesthetic sensation. According to an embodiment, the haptic module 179 may include, for example, a motor, a piezoelectric element, or an electric stimulator.
The camera module 180 may capture a still image or moving images. According to an 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. According to one embodiment, the power management module 188 may be implemented as at least part of, for example, a power management integrated circuit (PMIC).
The battery 189 may supply power to at least one component of the electronic device 101. According to an embodiment, the battery 189 may include, for example, a primary cell which is not rechargeable, a secondary cell which is rechargeable, or a fuel cell.
The communication module 190 may support establishing a direct (e.g., wired) communication channel or wireless communication channel between the electronic device 101 and an external electronic device (e.g., the electronic device 102, the electronic device 104, or the server 108) and performing communication through the established communication channel. The communication module 190 may include one or more communication processors that are operable independently from the processor 120 (e.g., the application processor (AP)) and supports a direct (e.g., wired) communication or a wireless communication. According to an embodiment, the communication module 190 may include a wireless communication module 192 (e.g., 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 (e.g., a local area network (LAN) communication module or a power line communication (PLC) module). A corresponding one of these communication modules may communicate with the external electronic device via the first network 198 (e.g., a short-range communication network, such as Bluetooth®, wireless-fidelity (Wi-Fi) direct, or a standard of the Infrared Data Association (IrDA)) or the second network 199 (e.g., a long-range communication network, such as a cellular network, the Internet, or a computer network (e.g., LAN or wide area network (WAN)). These various types of communication modules may be implemented as a single component (e.g., a single chip), or may be implemented as multi components (e.g., multi chips) separate from each other. The wireless communication module 192 may identify and authenticate the electronic device 101 in a communication network, such as the first network 198 or the second network 199, using subscriber information (e.g., international mobile subscriber identity (IMSI)) stored in the subscriber identification module 196.
The antenna module 197 may transmit or receive a signal or power to or from the outside (e.g., the external electronic device) of the electronic device 101. According to an embodiment, the antenna module 197 may include one or more antennas, and, therefrom, at least one antenna appropriate for a communication scheme used in the communication network, such as the first network 198 or the second network 199, may be selected, for example, by the communication module 190 (e.g., the wireless communication module 192). The signal or the power may then be transmitted or received between the communication module 190 and the external electronic device via the selected at least one antenna.
At least some of the above-described components may be coupled mutually and communicate signals (e.g., commands or data) therebetween via an inter-peripheral communication scheme (e.g., a bus, general purpose input and output (GPIO), serial peripheral interface (SPI), or mobile industry processor interface (MIPI)).
According to an embodiment, commands or data may be transmitted or received between the electronic device 101 and the external electronic device 104 via the server 108 coupled with the second network 199. The first and second external electronic devices 102 and 104 each may be a device of the same or a different type from the electronic device 101. According to an embodiment, all or some of operations to be executed at the electronic device 101 may be executed at one or more of the external electronic devices 102, 104, or 108. For example, if the electronic device 101 should perform a function or a service automatically, or in response to a request from a user or another device, the electronic device 101, instead of, or in addition to, executing the function or the service, may request the one or more external electronic devices to perform at least part of the function or the service. The one or more external electronic devices receiving the request may perform the at least part of the function or the service requested, or an additional function or an additional service related to the request, and transfer an outcome of the performing to the electronic device 101. The electronic device 101 may provide the outcome, with or without further processing of the outcome, as at least part of a reply to the request. To that end, a cloud computing, distributed computing, or client-server computing technology may be used, for example.
Referring to
According to an embodiment, the transmitter 210 may include at least one light emitting device. The light emitting device (or light source) may include at least one of a vertical cavity surface emitting laser (VCSEL), a light emitting diode (LED), a white LED, a white laser, or a super continuum laser. However, this is merely an example, and the light emitting device may include various devices capable of emitting various wavelengths of light. The light emitting device may output at least one light beam to a user to obtain the user's biometric information.
According to an embodiment, when the sensor module 200 is implemented as an ultrasonic sensor module, the transmitter 210 may include at least one oscillation module that converts electrical signals into ultrasound waves and emits the ultrasound waves in the air. The oscillation module may include at least one of a magnet, a vibrating plate, or a piezoelectric material (or an element containing a piezoelectric material).
According to an embodiment, the receiver 220 may include at least one light receiving device. The light receiving device may include at least one of an avalanche photodiode (APD), a single photon avalanche diode (SPAD), a photodiode, a photomultiplier tube (PMT), a charge-coupled device (CCD), a complementary metal-oxide-semiconductor (CMOS) array, or a spectrometer. The light receiving device may include other various light receiving devices. The light receiving device may include silicon (Si) or indium gallium arsenide (InGaAs) depending on the wavelength of the light emitting device contained in the transmitter 210 (e.g., a light emitting device). The receiver 220 may include an arrayed light receiving device. When the receiver 220 (e.g., a light receiving device) includes a plurality of light receiving devices, some of the light receiving devices may be configured to directly receive light from the transmitter 210 directly, i.e., may receive light from the transmitter 210, which is not reflected by a user's body. The other light receiving devices may be configured to receive light that is emitted from the transmitter 210, strikes at least a part of a user's body, undergoes a light-tissue interaction, and is then reflected back to the sensor module 200.
According to an embodiment, when the sensor module 200 is implemented as an ultrasonic sensor module, the receiver 220 may include an ultrasonic scheme-based ultrasound wave receiving device configured to receive ultrasound waves and convert the ultrasound waves into electrical signals. For example, the ultrasound wave receiving device may include at least one of a magnet, a vibrating plate, or a piezoelectric material (or a device containing a piezoelectric material).
Referring to
According to an embodiment, the sensor module 200 (e.g., an optical sensor module) may be disposed on a front surface (e.g., a surface facing away from the rear surface of the electronic device 101 of
Referring to
According to an embodiment, the transmitter 210 may include at least one light emitting device or at least one ultrasonic oscillation device. The transmitter 210 may emit light to the outside (e.g., towards a user). As used herein, light emitted from the transmitter 210 may be referred to as “first light”. Part (e.g., reference light 320) of the first light 310 emitted from the transmitter 210 may be received by a light receiving device(s) (e.g., the first light receiving device DET 1) of the receiver 220. As used herein, first receiver 222 (e.g., the first light receiving device DET 1) receiving the first light 310 may be referred to as a reference light receiving device, first light receiving device, or in other various terms. As used herein, another light receiving device(s) (e.g., the second light receiving device DET 2, the third light receiving device DET 3, and the fourth light receiving device DET 4) other than the first light receiving device (e.g., the first light receiving device DET 1) of the receiver 220 may be referred to as a second receiver 224, other (or remaining) light receiving device(s), or in other various terms for ease of description. As used herein, part of the first light 310 emitted from the transmitter 210, which enters the reference light receiving device, may be referred to as reference light 320. The second receiver 224 (e.g., the second light receiving device DET 2, the third light receiving device DET 3, and the fourth light receiving device DET 4) may receive light (which may be referred to herein as second light 330) that is emitted from the transmitter 210 (e.g., a light emitting device), strikes a user 300 (or undergoes a tissue-light interaction), and then is reflected back to the sensor module 200 by at least part of the body of the user 300. As shown in
According to an embodiment, an opposite device may be provided between the transmitter 210 and the first receiver 222 to guide the first light 310 to the first receiver 222 so that the reference light 320 may be received by the first receiver 222. The optical guide may connect the transmitter 210 and the first receiver 222 through a space between the first wall 240 and the light path changer 206. The optical guide may be made or formed of, e.g., optical fiber. When there is an optical guide, the light path changer 206 may be omitted. The first receiver 222 and the second receiver 224 may operate independently (e.g., at different times), simultaneously, or sequentially.
Referring to
Referring to
Referring to
Referring to
The bold solid lines shown in
Referring to
The processor 120 may drive, e.g., software (e.g., a program 140) to control at least one other component (e.g., a hardware or software component) of the electronic device 101 connected with the processor 120 and may process or compute various data.
The sensor module 200 (e.g., an optical sensor module) may include a transmitter 210 (e.g., a light emitting device including a VCSEL) and a receiver 220 (e.g., a first light receiving device DET 1222, a second light receiving device DET 2, a third light receiving device DET 3224, and a fourth light receiving device DET 4). The light receiving devices shown in
The AFE 410 may control the operation of the sensor module 200. The AFE 410 may perform pre-processing to compute and process analog signals in the digital domain. The AFE 410 may include an amplifier to amplify analog signals entered. The AFE 410 may convert the entered analog signals into digital signals and output the digital signals.
The RF generator 420 may generate frequencies (or frequency signals) in a MHz-GHz range. Various functions/operations performed by the RF generator 420 may be controlled by the processor 120.
The modulator 430 may include a bias-tee. The modulator 430 (e.g., a bias-tee) may synthesize a voltage (e.g., a direct-current (DC) voltage) provided from a voltage supplying module and a frequency signal (e.g., an RF signal) generated by the RF generator 420. The modulator 430 may transmit the synthesized (or modulated) signal to the transmitter 210. The transmitter 210 may output light that has been modulated to have a designated frequency based on the synthesized signal. The modulator 430 may include a first input terminal to receive a voltage, a second input terminal to receive frequency signals, and an output terminal to transmit synthesized signals to the transmitter 210. However, the voltage provided from the voltage supplying module may be provided to the transmitter 210 directly (or without being transmitted to the modulator 430).
The modulator 430 may include various circuits (or modules) to synthesize frequency signals (e.g., RF signals) and voltage under the control of the processor alternatively or in exchange for the bias-tee. In this case, at least some functions performed by the RF generator 420 may be performed by the modulator 430, or at least some functions performed by the modulator 430 may be performed by the RF generator 420.
The modulator 430 may be omitted. In this case, the frequency signal generated by the RF generator 420 under the control of the processor may be directly transmitted to the transmitter 210. The processor 120 may control the transmitter 210 so that the light modulated as per the frequency signal generated by the RF generator 420 may be output through the transmitter 210.
The I/Q demodulator 440 may split the waveform of the second light 330 received by the receiver 220 into real information and imaginary information. Various functions/operations performed by the I/Q demodulator 440 may be controlled by the processor 120.
The low pass filter 450 may receive signals separated by the I/Q demodulator 440 and pass the signal of the frequency band lower than a designated frequency among the received signals.
The ADC 460 may convert analog signals into digital signals. Various functions/operations performed by the ADC 460 may be controlled by the processor 120.
Referring to
The RF generator 420 and the I/Q demodulator 440 may separately (or additionally) be provided to various functions/operations of the sensor module 200. The RF generator 420 and the I/Q demodulator 440 of the electronic device 101 may functionally be shared to perform the functions/operations of the sensor module 200 so as to perform other functions/operations of the electronic device 101. To that end, a port not used for communication among the plurality of ports of the RF generator 420 may be used to perform various functions/operations of the sensor module 200 (e.g., an optical sensor module). For example, at least some component of the electronic device 101 may be connected to the RF generator 420 through a port not used for communication.
At least some components of the electronic device 101, as shown in
Referring to
As the RF generator 420 and the modulator 430 are omitted, the processor 120 may change the height and width of light pulses emitted from the transmitter 210 to allow the first light 310 to be output in a particular waveform and may control the transmitter 210 to sequentially output the light pulses 500 a that are changed in height and width, as shown in
Upon receiving second light 330 corresponding to the first light 310 output in a particular waveform (e.g., a sinusoidal or square waveform), the processor 120 may compare the first light 310 and the second light 330 and obtain biometric information based on the results of comparison. The processor 120 may transmit an instruction to the AFE 410 in order to change the height and/or width of light emitted from the transmitter 210 so as to output the first light 310 in a particular waveform.
The I/Q demodulator 440 may split the waveform of measurement into two (e.g., the above-described real information and imaginary information) in order to determine a change in the amplitude and phase of the second light 330 (or the first light 310) which continuously varies. The low pass filter 440 may pass signals of a lower frequency band among at least some of the split signals.
Referring to
The electronic device (e.g., the processor 120) may output a first signal (e.g., first light 310) to obtain biometric information using a transmitter (e.g., a light emitting device, the transmitter 210) in step 610. The operation of outputting the first signal (e.g., the first light 310) may include various operations for outputting modulated light through the transmitter 210.
The processor 120 may select a frequency ranging from 1 MHz to 1 GHz as the frequency generated (or output) by the RF generator 420, but the present disclosure is not intended to be limited thereto. When the transmitter 210 includes a plurality of light emitting devices, each of which emits one of different wavelengths of light, the processor 120 may select at least one of the wavelengths of light having a wavelength band corresponding to a target biometric information (e.g., fat and water) that the processor 120 intends to obtain, from among the plurality of light emitting devices. The target biometric information may be received from the user. The wavelength band corresponding to the target biometric information may be previously designated. The wavelength band corresponding to the target biometric information may be selected by the user.
The electronic device (e.g., the processor 120) may receive a second signal (e.g., the second light 320) corresponding to the first signal (e.g., the first light 310) output from the transmitter 210 by using the receiver 220 in step 620.
The electronic device (e.g., the processor 120), in step 630, may compare the amplitude and phase of the first signal with the second signal which is emitted to the user 300, undergoes a tissue-light interaction, and is then reflected back to the electronic device (e.g., the receiver 220). The electronic device 101 may compare first data for the first light 310 emitted from the transmitter 210 with second data for the second light 330 reflected by the user 300 and received by the electronic device (e.g., the receiver 220). The electronic device (e.g., the processor 120) may determine that the amplitude of the second light 330 has been changed from A to A′ and the phase is shifted by θ.
When the light emitted from the sensor module 200 has a constant height and width, an electronic device (e.g., the processor 120), in step 630, may use a histogram for an arrival time of the second light 330 which undergoes a tissue-light interaction, the light is then reflected by the user 300, and is received by the electronic device (e.g., the receiver 220) to calculate an absorption coefficient and scattering coefficient of the user's body tissue or to measure variations in biometric information in the user's body tissue. Various techniques may apply to obtain the user's biometric information using the information about the arrival time of the second light 330 or the histogram for the arrival time. As an example, information associated with an in-vivo scattering coefficient may be obtained using a magnitude of a peak and a shift in peak, and information associated with the in-vivo absorption coefficient may be obtained from a slope connecting bars on a right side of the peak in the histogram.
The electronic device (e.g., the processor 120) may identify the user's biometric information based on the result of the comparison in step 640. Various techniques to obtain biometric information (or determine a variation in biometric information) based on the amplitude and/or phase of the received (or obtained) light (e.g., the first light 310 and/or second light 330) may apply to step 640. For example, a memory of the electronic device 101 may previously store a mapping table including data regarding phase transitions and/or amplitude attenuation of the first light 310 emitted from the transmitter 210 and data regarding biometric information corresponding to the phase transitions and/or amplitude attenuation. The processor 120 may obtain the user's biometric information based on the mapping table.
The electronic device (e.g., the processor 120) may provide the obtained biometric information to the user using the display device (e.g., the display device 160), in step 650. The electronic device 101 may display a biometric information notification message 655 containing the obtained biometric information (e.g., blood sugar level) through an execution screen 650 of a designated application (e.g., Samsung® Health™ application) as shown in
Referring to
The electronic device (e.g., the processor 120) may receive a request to provide second biometric information using an input device (e.g., the display device 160) in step 710. The input to obtain the second biometric information may include the user's touch and/or voice input. The input to obtain the second biometric information may include periodic or aperiodic inputs.
The electronic device (e.g., the processor 120) may output a first signal to obtain the second biometric information using a transmitter 210 in step 720. The step of outputting the first light 310 may include the step of determining at least one frequency (e.g., 100 MHz) for the electronic device (e.g., the processor 120) to output the first light 310. The electronic device 101 may determine at least one frequency based on the user's input or an instruction to select at least one frequency as previously programmed. The processor 120 may control the RF generator 420 to generate a frequency ranging from, e.g., 1 MHz to, e.g., 1 GHz. However, the range from 1 MHz to 1 GHz is merely an example to describe various embodiments of the present disclosure, and the processor 120 may alternatively control the RF generator 420 to generate a frequency exceeding 1 GHz. The processor 120 may control the transmitter 210 to generate light pulses constant in height or width.
When the transmitter 210 includes a plurality of light emitting devices, each of which emits one of different wavelengths of light, the processor 120 may select at least one of the emitted wavelengths of light from among the plurality of light emitting devices based on target biometric information (e.g., body water percentage) that the processor 120 intends to acquire.
The electronic device (e.g., the processor 120) may receive a second signal corresponding to the first signal output from the transmitter 210 using the receiver 220 in step 730.
The electronic device (e.g., the processor 120), in step 740, may compare the amplitude and phase of the first signal with the second signal which, after a tissue-light interaction, is reflected by the user 300 and is then received by the electronic device (e.g., the receiver 220). The electronic device 101 may compare the first light 310 emitted from the transmitter 210 with the second light 330 reflected by the user 300 of
The electronic device (e.g., the processor 120), in step 750, may identify the user's second biometric information based on the result of the comparison obtained in step 740. Step 750 may adopt various techniques to obtain the second biometric information (or determine variations in biometric information) using the data about variations in amplitude and/or phase of light (e.g., the first light 310 and/or second light 330) which is, after a tissue-light interaction, reflected by the user 300 and is then received by the electronic device (e.g., the receiver 220). For example, a memory of the electronic device 101 may previously store a mapping table including data regarding phase transitions and/or amplitude attenuation of the first light and second light 330 output and data regarding biometric information corresponding to the phase transitions and/or amplitude attenuation. The processor 120 may obtain the user's biometric information based on the mapping table.
The electronic device (e.g., the processor 120), in step 760, may provide history information about the user's biometric information based on the first biometric information and second biometric information and by using the display device 160. The electronic device 101 may display an execution screen 761 of an application related to providing the user's biometric information. The execution screen 761 of the application may be displayed on the electronic device 101 as per a designated application execution request. Alternatively, when the second biometric information is obtained, the processor 120 may display the application execution screen 761 on the electronic device 101 regardless of whether the application execution request is received (or automatically), or may, without displaying, store the same in the memory of the electronic device 101. The application execution screen 761 may display various interfaces to measure (or obtain or identify) various pieces of biometric information, e.g., at least one of an interface 762 to measure blood sugar level, an interface 764 to measure heart rate, and an interface 764 to measure oxygen saturation. Other various interfaces for identifying biometric information other than the interfaces 762, 764, and 766 shown in
Referring to
The electronic device (e.g., the processor 120), in step 805, may output at least two or more first signals that have been modulated as per at least two or more frequencies.
The electronic device (e.g., the processor 120), in step 805, may sequentially output at least one or more first light beams that have been modulated as per at least two or more frequencies, using the transmitter 210. The first light beams output in step 805 may include light beams with the same wavelength (e.g., 940 nm) but different modulated frequencies (e.g., 50 MHz and 100 MHz). When the transmitter 210 includes a plurality of light sources to output light beams with the same wavelength, the electronic device 101 may control the plurality of light sources to simultaneously output light beams modulated by at least two or more frequencies.
The electronic device (e.g., the processor 120), in step 810, may receive at least two or more first signal outputs (e.g., the first light 310) using the first light receiving device 222.
The electronic device (e.g., the processor 120), in step 815, may receive at least two or more second signals (e.g., the second light 330) corresponding to at least two or more first signal outputs (e.g., the first light 310) using the second receiver (e.g., the second light receiving device DET 2, the third light receiving device DET 3, and the fourth light receiving device DET 4 of
The electronic device (e.g., the processor 120), in step 820, may determine amplitude attenuation and phase shift based on the first signal and the second signal received by the receiver 220. The electronic device 101 may only determine ether the amplitude attenuation or the phase transition.
The electronic device (e.g., the processor 120), in step 825, may calculate the absorption coefficient and scattering coefficient based on the determination made in step 820. A diffusion equation or diffusion approximation to the radiative transport equation may be used to calculate the absorption coefficient and scattering coefficient. As per the diffusion equation, variation rates of amplitude and variation rates of phase may be calculated based on at least two or more frequencies, and values obtained by applying a non-linear least-squares fitting to the calculated values, which are most similar to the variation rate of amplitude and variation rate of phase theoretically calculated, may be used to calculate the absorption coefficient and scattering coefficient. In this case, boundary conditions (e.g., extrapolated boundary conditions) most fitting the circumstance of measurement may apply. In relation to step 825, various techniques may apply to the method of calculating the absorption coefficient and scattering coefficient. The absorption coefficient may be calculated by the diffusion equation, independently from, or regardless of, the scattering coefficient. In obtaining the user's biometric information, the electronic device 101 may obtain the biometric information based on the absorption coefficient and/or the scattering coefficient.
The electronic device (e.g., the processor 120), in step 830, may obtain the biometric information based on the absorption coefficient and scattering coefficient calculated in step 825. The electronic device (e.g., the processor 120) may also obtain the biometric information based on one or more of the calculated absorption coefficient, the calculated scattering coefficient, the arrival pattern of photons measured in the histogram and the degree of variation in amplitude as identified, and the variation in phase. When it comes to glucose, the processor 120 may identify a current quantity of glucose or variation in the quantity of glucose using the absorption coefficient and/or scattering coefficient or phase shift (or phase difference) and/or the arrival pattern (e.g., arrival time) of photons measured in the histogram. The electronic device (e.g., the processor 120) may identify the quantity of glucose or variations in the quantity of glucose based on the mapping table including the correspondence between the quantity of glucose and the phase or phase shift to measure the quantity of glucose using the scattering coefficient or arrival pattern of photons measured in the histogram, phase, and phase transitions. There may be various methods for measuring the quantity of glucose using at least one of the absorption coefficient, scattering coefficient, phase, and phase shift (or phase difference).
Various techniques may be applied to step 830 to obtain biometric information based on the absorption coefficient and scattering coefficient. For example, the memory of the electronic device 101 may previously store a mapping table including data of biometric information corresponding to the absorption coefficient and/or the scattering coefficient. The processor 120 may obtain the user's biometric information based on the mapping table.
The electronic device (e.g., the processor 120) may provide the obtained biometric information to the user using the display device 160, in step 835.
When a low frequency is used, if the product of the angular speed () used for modulation and the optical absorption relaxation time (which is the reciprocal of the product of the speed of light (c) in the tissue and the speed of light (c), i.e., τ=1/(μa·c)) is smaller than 0.7, (i.e., () τ<0.7), Equations (1) and (2) below may be used.
In Equations (1) and (2) above, Φ may indicate a phase shift, m may indicate amplitude attenuation, μa may indicate an absorption coefficient, μs′ may indicate a scattering coefficient, r may indicate a distance between a light source (e.g., the transmitter 210) and a measuring unit (e.g., the user 300), and ln( ) may indicate the natural logarithm. Distance r may previously be designated.
The above described equation () τ<0.7 may be a standard of the range in which the modulation frequency is allowable as per the absorption coefficient (or degree of absorption). For example, obtaining the user's biometric information may adopt a lower frequency for lighter skin tones and a higher frequency for darker skin tones. The processor 120 may obtain information about the user's skin tone and may determine the modulation frequency to modulate the light (e.g., the first light 310) output from the electronic device 101 based on the obtained skin tone. In obtaining the user's biometric information, the electronic device 101 may fix (or set) the modulation frequency to a low frequency (e.g., 10 MHz) regardless of the status of the measuring target (e.g., the user's skin tone) and may use the fixed low frequency in order to obtain the user's biometric information. In obtaining the user's biometric information, the electronic device 101 may measure the reflectance of light in a steady state (0 Hz) where light emitted from the transmitter 210 is reflected by the user's body and received by the receiver 220 and determines the frequency to be used for modulating the light according to the measured reflectance. For example, the electronic device 101 may obtain information regarding the user's melanin pigment based on at least part of the reflectance and the arrival pattern of photons measured in the histogram, phase shift, and amplitude attenuation of light received by the electronic device 101. The electronic device 101 may determine the user's skin tone based on the obtained melanin pigment information. The electronic device 101 may determine the frequency to be used for modulation according to the determined skin tone. Various techniques to measure melanin pigment may apply to the function/operation of obtaining the user's melanin pigment information using at least part of the reflectance, phase shift, and amplitude attenuation of light received by the electronic device 101.
The electronic device (e.g., the processor 120) may measure variations in body composition based on at least one of the scattering coefficient calculated, the arrival pattern of photons measured in the histogram, and the degree of phase shift. For example, the electronic device may identify the current amount of glucose, e.g., in blood, by the obtained phase value, the variation in glucose quantity by the phase shift, and the amount of glucose or variation therein by the scattering coefficient or the arrival pattern of photons measured in the histogram. Variations in body composition corresponding to an extinction coefficient of body composition may be measured based on the extinction coefficient. The electronic device 101 may obtain biometric information regarding body composition/components of body composition (or body components), each of which corresponds to one of wavelengths used, depending on the number of the wavelengths used. The electronic device 101 may determine variations in the total amount of biometric information regarding body composition/body components. Per Beer-Lambert's Law, the extinction coefficient la() for the wavelength λ of light used may be calculated in Equation (3) below, based on a linear combination of a product of percent concentration or molar concentration of a target body component (e.g., water or fat) and information known for target body components (e.g., fat, water, blood, or glucose), i.e., extinction coefficient. In Equation (3) below, the body composition/body components other than water or fat are referred to as “Others.” In other words, for other body composition/body components, as well as water or fat, the linear combination of the product of percent concentration or molar concentration of the target body component and the extinction coefficient may apply to Equation (3) below:
μa(λ)=extinction coefficient(λ)water×concentrationwater+extinction coefficient(λ)fat×concentrationfat+Others (3)
In determining the percent or molar concentration of body composition/body components, various techniques may apply to calculate the percent or molar concentration of the target body component using information about variations in, e.g., amplitude and/or phase, of light (e.g., the second light 330) reflected by the user's body and received. For example, the percent or molar concentration of the target body component may be measured based on the mapping table including data regarding the percent or molar concentration corresponding to the amplitude attenuation or phase shift, which is stored in the memory 130. The electronic device (e.g., the processor 120) may measure variations in body composition based on at least one of the scattering coefficient calculated, and the degree of phase shift. For example, the electronic device may identify the current amount of glucose, e.g., in blood, by the obtained phase value, the variation in glucose quantity by the phase shift, and the amount of glucose or variation therein by the scattering coefficient. When the transmitter 210 s configured to be a white LED or a tunable light source, the electronic device 101 may further include a spectrometer to calculate the absorption coefficient and the scattering coefficient of light corresponding to each of the plurality of body components. When the transmitter 210 includes a plurality of light sources, each of which is configured to only output a single particular wavelength, the electronic device may individually drive the light sources, each of which corresponds to one of the plurality of pieces of target biometric information, and simultaneously or sequentially output light beams to the user 300 in order to calculate the absorption coefficient and scattering coefficient of light corresponding to each of the plurality of body components.
Referring to
The electronic device (e.g., the processor 120) may output a first signal, which has been modulated as per one frequency, using a transmitter 210 in step 845.
The electronic device, in step 850, may receive the first signal from the transmitter 210, using a first receiver (e.g., the first light receiving device DET 1).
The electronic device (e.g., the processor 120), in step 855, may receive a second signal corresponding to the first signal from the transmitter 210, using a second receiver (e.g., the second light receiving device DET 2, the third light receiving device DET 3, and/or the fourth light receiving device DET 4 of
According to an embodiment, in the method for operating the electronic device 101, the electronic device (e.g., the processor 120), in step 860, may determine amplitude attenuation and phase shift based on the received first signal and the received second signal.
The electronic device (e.g., the processor 120), in step 865, may calculate the absorption coefficient and scattering coefficient based on the determination made in step 860.
The electronic device (e.g., the processor 120), in step 870, may obtain the biometric information based on the absorption coefficient and scattering coefficient calculated. The electronic device 101 may obtain the biometric information based on the calculated absorption coefficient or the calculated scattering coefficient. The histogram-related description, which has been made in connection with step 830, may apply likewise to step 870.
The electronic device may provide the biometric information, which is obtained in step 870, to the user using the display device 160, in step 875.
Referring to
Referring to
Referring to
According to an embodiment, light of a wavelength of 930 nm may be used to measure body fat distribution.
Referring to
Referring to
Referring to
Referring to
The electronic device 101 may measure the amount of water inside the body as well as the amount of water on the skin (e.g., the amount of water in a particular part of the body). Thus, it is possible to provide such information as, e.g., the need for rehydration, e.g., by drinking coffee, the degree of aging, recommending cosmetics based on body water, monitoring health conditions by measuring puffiness due to insufficient body water, or a diet guide related to body water.
Referring to
Referring to
Referring to
Light of a wavelength of, e.g., 940 nm may be used to provide the comprehensive information. In this case, the electronic device 101 may obtain biometric information about various body components using the 940 nm light. In order to provide the comprehensive information, the electronic device 101 may obtain biometric information using a plurality of light beams (e.g., a 940 nm light beam and a 975 nm light beam) corresponding to designated or selected body component/body components.
Referring to
Referring to
The electronic device (e.g., the processor 120), in step 1310, may provide variation in target biometric information due to variation in the reference biometric information selected in step 1300, by using a display device 160).
Referring to
Referring to
The electronic device 101 may obtain data about the fat quantity in the blood and tissue of the user 300 and display the obtained data on the screen 1410a of the display device 160. The electronic device 101 may provide the user 300 with history information about the obtained biometric information. The electronic device 101 may compare the pieces of information obtained and provide a notification message containing information as per variations in the obtained biometric information. In this case, 940 nm-wavelength light may be used.
The electronic device 101 may measure the amount of collagen in the user's 300 particular part of the body (e.g., the forehead) using 910 nm-wavelength light or 1020 nm-wavelength light. The electronic device 101 may utilize the measured amount of collagen to measure the degree of aging and may recommend appropriate cosmetics depending on the user's 300 degree of aging. The electronic device 101 may also measure the amount of water and may simultaneously measure and provide the amount of water in the skin and the amount of collagen.
The electronic device 101 may measure the amount of sugar in the tissue of the user 300 based on a phase shift, an arrival pattern of photons measured in a histogram, and/or scattering coefficient variations and provide the measurements to the user 300.
The electronic device 101 may indirectly measure (or estimate) increases in the amount of muscle and provide the measurement or estimation to the user 300. The electronic device 101 may determine that the amount of muscle increases when the user's 300 amount of blood increases. Thus, the electronic device 101 may provide the user 300 with the increase rate or decrease rate of the amount of muscle in the user's 300 part of the body measured based on the amount of blood or variation in the amount of blood measured using, e.g., 800 nm-wavelength light.
Referring to
Referring to
Referring to
The electronic device (e.g., the processor 120), in step 1710, may receive the first signal using a first receiver 222 (e.g., the first light receiving device DET 1).
The electronic device (e.g., the processor 120), in step 1720, may receive a second signal, which is the first signal reflected by at least a part of the user's body after a tissue-light interaction, using a second receiver 224 (e.g., the second light receiving device DET 2, the third light receiving device DET 3, and/or the fourth light receiving device DET 4). Steps 1710 and 1720 may be performed simultaneously or sequentially.
The electronic device (e.g., the processor 120), in step 1730, may identify the biometric information of the user 300 based on, at least, first signal-based first data and second signal-based second data.
The electronic device (e.g., the processor 120), in step 1740, may provide the identified biometric information to the user.
The biometric information obtained may be shared with an external electronic device(s) through a communication module 190.
Referring to
The electronic device (e.g., the processor 120), in step 1760, may receive the output first light using any one (e.g., the first light receiving device DET 1) of a plurality of light receiving devices. The electronic device (e.g., the processor 120), in step 1770, may receive second light 330, which is the first light reflected by at least part of the user's body after a tissue-light interaction, using at least one light receiving device (e.g., the second light receiving device DET 2, the third light receiving device DET 3, or the fourth light receiving device DET 4) of the other light receiving devices other than the light receiving device having received the first light or an additional light receiving device.
The electronic device (e.g., the processor 120), in step 1780, may identify the user's biometric information based on, at least, the first data which is based on the received first light and the second data which is based on the received second data.
The electronic device (e.g., the processor 120), in step 1790, may provide the identified biometric information to the user.
Various embodiments of the present disclosure may apply likewise when the sensor module 200 uses a time-of-flight (ToF) sensor. In this case, the ToF sensor may include at least two light sources emitting different wavelengths of light. The ToF sensor may include at least two ultrasound output modules emitting (or producing) different frequencies of ultrasounds.
Heart rate, oxygen saturation, and stress index may also be measured according to various embodiments of the present disclosure. For example, when the sensor includes light sources with wavelengths of 66 nm, 880 nm, 930 nm, and 975 nm, heart rate, oxygen saturation, stress index, and fat (or water) may be measured by the single sensor module (e.g., an optical sensor module). However, the wavelengths, 66 nm, 880 nm, 930 nm, and 975 nm are exemplary, and other various wavelengths may be used to measure various pieces of biometric information including heart rate, oxygen saturation, stress index, and fat (and water).
According to an embodiment, upon measuring heart rate, the electronic device 101 may set the modulation frequency to 0 Hz. However, the modulation frequency, 0 Hz, is merely an example, and other various modulation frequencies may be used to measure heart rate.
According to an embodiment, the biometric information may be automatically obtained at preset cycles (or without any input from the user 300 and may be provided to the user at the cycles.
According to an embodiment, an electronic device may include a sensor module including a transmitter, a first receiver, and a second receiver and a processor operatively connected with the sensor module, wherein the processor may be configured to output a first signal modulated as per at least one frequency using the transmitter, receive the first signal using the first receiver, receive a second signal using the second receiver, the second signal being the first signal reflected by at least a part of a user's body after a tissue-light interaction, identify the user's biometric information based on, at least, first data and second data, the first data based on the first signal and the second data based on the second signal, and provide the biometric information to the user.
The sensor module may include a first area and a second area spatially separated by a rib included in a housing of the sensor module, the rib being lower in height than the housing. The transmitter may be disposed in the first area, and the first receiver and the second receiver may be disposed in the second area. The sensor module may include an optical guide provided between the first area and the second area and configured to allow the first receiver to receive the first signal from the transmitter.
The first receiver and the second receiver may be configured in a single array. The single array includes a linear array.
The sensor module may include a first area and a second area. The transmitter and the first receiver positioned adjacent to the transmitter may be disposed in the first area, and the second receiver may be disposed in the second area.
The electronic device may further include an optical structure provided at, at least, part of an upper portion of the transmitter, the first receiver, and the second receiver and configured to refract the first signal and the second signal to change the path of the first signal and the second signal.
The electronic device may further include an RF generator and a modulator. The processor may be configured to generate the at least one frequency using the RF generator and modulate the first signal into the at least one frequency using the modulator.
The processor may be configured to set at least one amplitude for the first signal to be output from the transmitter and sequentially output first light using the transmitter, according to the at least one amplitude.
The processor may be configured to compare the amplitude and phase of the first signal based on the first data with the amplitude and phase of the second signal based on the second data, determine a variation in amplitude and phase of the first light, and obtain the user's biometric information based on the comparison of amplitude and phase.
The processor may be configured to calculate an absorption coefficient and a scattering coefficient based on the comparison of amplitude and phase or the arrival pattern of photons measured in the histogram and to obtain the biometric information based on at least part of the absorption coefficient and scattering coefficient calculated.
The processor may be configured to display a notification message for the biometric information using a display of the electronic device and output a notification for the biometric information using a sound output device.
The transmitter may include a ToF light source. The processor may be configured to obtain information regarding the user's blood sugar based on light emitted from the ToF light source.
The processor may be configured to generate a histogram including information about a receiving pattern of the second signal and obtain the biometric information based on the generated histogram.
According to an embodiment, a method for operating an electronic device may include outputting a first signal modulated based on at least one frequency using a transmitter of the electronic device, receiving the first signal using a first receiver of the electronic device, receiving a second signal using a second receiver of the electronic device, the second signal being the first signal reflected by at least part of a user's body part after a tissue-light interaction, identifying the user's biometric information based on, at least, first data and second data, the first data based on the first signal and the second data based on the second signal, and providing the biometric information to the user.
According to an embodiment, an electronic device may include a display, a sensor module including at least one light emitting device, a plurality of light receiving devices, and an optical guide configured to guide at least part of light emitted from the light emitting device to a path, and a processor operatively connected with the display and the sensor module, wherein the processor may be configured to output first light modulated as per at least one frequency using the light emitting device, receive the first light using any one of the plurality of light receiving devices, the first light guided to the any one light receiving device by the optical guide, receive second light using at least one of the other light receiving devices other than the any one light receiving device receiving the first light, the second light being the first light reflected by at least part of a user's body after a tissue-light interaction, identify the user's biometric information based on, at least, first data and second data, the first data based on the received first light and the second data based on the received second light, and provide the user with the biometric information using the display, and wherein the any one light receiving device and the at least one light receiving device may be configured in a single sensor array or may be disposed in different areas spatially separated by a rib in the sensor module.
The electronic device according to various embodiments may be one of various types of electronic devices. The electronic devices may include, for example, a portable communication device (e.g., a smart phone), a computer device, a portable multimedia device, a portable medical device, a camera, a wearable device, or a home appliance. According to an embodiment of the disclosure, the electronic device is not limited to the above-listed embodiments.
It should be appreciated that various embodiments of the disclosure and the terms used therein are not intended to limit the technological features set forth herein to particular embodiments and include various changes, equivalents, or replacements for a corresponding embodiment. With regard to the description of the drawings, similar reference numerals may be used to refer to similar or related elements. It is to be understood that a singular form of a noun corresponding to an item may include one or more of the things, unless the relevant context clearly indicates otherwise. As used herein, each of such phrases as “A or B,” “at least one of A and B,” “at least one of A or B,” “A, B, or C,” “at least one of A, B, and C,” and “at least one of A, B, or C,” may include all possible combinations of the items enumerated together in a corresponding one of the phrases. As used herein, such terms as “1st” and “2nd,” or “first” and “second” may be used to simply distinguish a corresponding component from another, and does not limit the components in other aspect (e.g., importance or order). It is to be understood that if an element (e.g., a first element) is referred to, with or without the term “operatively” or “communicatively”, as “coupled with,” “coupled to,” “connected with,” or “connected to” another element (e.g., a second element), it means that the element may be coupled with the other element directly (e.g., wiredly), wirelessly, or via a third element.
As used herein, the term “module” may include a unit implemented in hardware, software, or firmware, and may interchangeably be used with other terms, for example, “logic,” “logic block,” “part,” or “circuitry”. A module may be a single integral component, or a minimum unit or part thereof, adapted to perform one or more functions. For example, according to an embodiment, the module may be implemented in a form of an application-specific integrated circuit (ASIC).
Various embodiments as set forth herein may be implemented as software (e.g., the program 140) including one or more instructions that are stored in a storage medium (e.g., internal memory 136 or external memory 138) that is readable by a machine (e.g., the electronic device 101). For example, a processor (e.g., the processor 120) of the machine (e.g., the electronic device 101) may invoke at least one of the one or more instructions stored in the storage medium, and execute it, with or without using one or more other components under the control of the processor. This allows the machine to be operated to perform at least one function according to the at least one instruction invoked. The one or more instructions may include a code generated by a complier or a code executable by an interpreter. The machine-readable storage medium may be provided in the form of a non-transitory storage medium. Wherein, the term “non-transitory” simply means that the storage medium is a tangible device, and does not include a signal (e.g., an electromagnetic wave), but this term does not differentiate between where data is semi-permanently stored in the storage medium and where the data is temporarily stored in the storage medium.
According to an embodiment, a method according to various embodiments of the disclosure may be included and provided in a computer program product. The computer program products may be traded as commodities between sellers and buyers. The computer program product may be distributed in the form of a machine-readable storage medium (e.g., compact disc read only memory (CD-ROM)), or be distributed (e.g., downloaded or uploaded) online via an application store (e.g., Play Store™), or between two user devices (e.g., smart phones) directly. If distributed online, at least part of the computer program product may be temporarily generated or at least temporarily stored in the machine-readable storage medium, such as memory of the manufacturer's server, a server of the application store, or a relay server.
According to various embodiments, each component (e.g., a module or a program) of the above-described components may include a single entity or multiple entities. According to various embodiments, one or more of the above-described components may be omitted, or one or more other components may be added. Alternatively or additionally, a plurality of components (e.g., modules or programs) may be integrated into a single component. In such a case, according to various embodiments, the integrated component may still perform one or more functions of each of the plurality of components in the same or similar manner as they are performed by a corresponding one of the plurality of components before the integration. According to various embodiments, operations performed by the module, the program, or another component may be carried out sequentially, in parallel, repeatedly, or heuristically, or one or more of the operations may be executed in a different order or omitted, or one or more other operations may be added.
As is apparent from the foregoing description, various embodiments of the disclosure may provide the user with biometric information, such as blood sugar, water, or fat, in which the user would be more interested in her daily life, using modulated light.
Various embodiments of the disclosure may provide the user with the resultant information that is obtained by comparing and analyzing pieces of biometric information obtained, enabling a comprehensive checkup on the user's current body condition.
The effects set forth herein are not limited thereto, and it is apparent to one of ordinary skill in the art that various effects may be disclosed herein.
While the disclosure has been shown and described with reference to certain exemplary embodiments thereof, it will be understood by those skilled in the art that various changes in form and details may be made therein without departing from the spirit and scope of the disclosure as defined by the appended claims and their equivalents.
Number | Date | Country | Kind |
---|---|---|---|
10-2018-0018695 | Feb 2018 | KR | national |