KR20160053009A - Optical spectroscopy system for measuring and analysing biometric data in mobile system and control method thereof - Google Patents

Abstract

Disclosed are an optical spectroscopy system based on a time divided spread spectrum code, which is capable of adjusting incident power, and a control method thereof. The control method of an optical spectroscopy system comprises the following steps: a web server included in the optical spectroscopy system registers a serial number of a measurement device which measures a biometric signal of a subject to authenticate the measurement device, and releases a new version of firmware to inform a monitoring device of whether the new version of the firmware is released; the monitoring device included in the optical spectroscopy system downloads the new version of the firmware from the web server; and a wearable device included in the optical spectroscopy system executes a firmware update mode and downloads the new version of the firmware from the monitoring device. The firmware can have a function of controlling the wearable device to measure the biometric signal by emitting light to a specific part of the subject through a light transmitting unit included in the wearable device and collecting light passing through the specific part through a light receiving unit included in the wearable device.

Description

Technical Field [0001] The present invention relates to an optical microscope system for measuring and analyzing a biological response in a portable system, and a control method thereof. [0002]

Embodiments of the present invention relate to a photomultiplier and a control method thereof for measuring and analyzing a biological response in a portable system.

When a creature is trying to perform an action that a specific part of the cerebrum has, or when it is stimulated in relation to a particular part of the cerebrum, the neuron cell in that part of the cerebrum is activated. For example, when perception, calculation, judgment, etc., the neurons corresponding to the frontal and frontal lobes of the cerebrum are activated. At this time, in the peripheral blood vessels of the activated cells, the concentration of oxyhemoglobin is increased and the concentration of deoxyhemoglobin is lowered in order to supply oxygen to the neuron cells. FIG. 1 shows an example in which the concentration of oxyhemoglobin is increased and the concentration of deoxyhemoglobin is lowered as neuron cells are activated.

Near infrared spectroscopy (NIRS) can measure changes in oxyhemoglobin concentration and deoxyhemoglobin concentration by activation of neuronal cells. For example, there are substances in a body that have a chemical structure that absorbs light of various kinds of specific wavelength bands, and is called a chromophore. Hemoglobin is also one of the chromophore types and absorbs more than near water in the near-infrared region. Since the absorption coefficient of oxyhemoglobin and deoxyhemoglobin varies depending on the wavelength in the near-infrared region, the oxyhemoglobin concentration and the deoxyhemoglobin concentration can be changed by using the two wavelengths of light in the near- Can be obtained.

Fig. 2 shows an example of an absorption factor of oxyhemoglobin and deoxyhemoglobin, and Fig. 3 shows an example of a trajectory of light incident on the cerebrum.

First, FIG. 2 shows that the absorption coefficients of oxyhemoglobin (Oxy Hb) and deoxyhemoglobin (Deoxy Hb) are changed according to the wavelength.

FIG. 3 also shows a case where a laser or a light emitting diode (LED) emits light in a near infrared region through a source S 'and a detector or D' An example of a NIRS system is shown. At this time, the light emitted by the source passes through specific parts of the brain as a path of a curve as shown in FIG. 3. The NIRS system uses the information about the detected light through the detector, Can be obtained. Background to this NIRS system is well described in U.S. Patent Publication No. US20130256533.

A portable and expandable optical spectroscopic system based on firmware and a control method thereof are provided.

A pipelined matched filter is used to implement the matched filter structure for the same time as the input Walsh code bit period and to minimize the effects of leakage and nonlinearities in the switching circuit. And a control method thereof.

By using a time-divided spread spectrum code (TDSSC), stronger light is incident while decreasing the code frequency of one Walsh code per unit time, thereby increasing the intensity of light through the same energy as a whole And a method of controlling the same.

Modulating and radiating light emitted from a plurality of light sources using a Walsh code, detecting light passing through a specific part, and demodulating the light through a Walsh code to obtain a light source, System and a control method thereof.

Provided is a optical spectroscopic system capable of minimizing white Gaussian noise without additional circuit such as an additional PLL (Phase Locked Loop) by accumulating an input signal by using a reference clock used for emission of light as a sampling clock, and a control method thereof do.

Optical system and method of controlling the same, which can process, visualize, and control data in a monitoring device, and guide update of firmware according to a release of a new version of firmware included in a wearing device such as a headset.

Provided is a photomultiplier system capable of collecting, managing and analyzing data measured through a web server and providing personalized results through a monitoring device, and a control method thereof.

A method for controlling an optical spectroscopy system, comprising the steps of: authenticating the device by registering a serial number of a measurement device for measuring a subject's biological signal in a web server included in the optical spectroscopic system; Releasing the firmware and notifying the monitoring device of the release; In the monitoring apparatus included in the optical spectroscopic system, downloading the new version of firmware from the web server; And executing the firmware update mode and downloading the new version of the firmware from the monitoring apparatus, in the wearer apparatus included in the optical distribution system, wherein the firmware is transmitted through the optical transmission unit included in the wearer apparatus And a function of emitting light to a specific part of the object and controlling the wearer to collect the light passing through the specific part through the light receiving part included in the wearing device and measuring the biological signal Is provided.

According to one aspect of the present invention, the step of informing the monitoring device of the release or not may include: when the monitoring device accesses the web server, notifying the release of the new version of firmware or an alarm method including a push alarm The monitoring device informs the monitoring device of a release of the new version of the firmware through the updating device, and the monitoring device guides the updating of the wearing device according to the release of the new version of the firmware.

According to another aspect, the step of informing the monitoring device of the release status includes: authenticating the measurement device by comparing the registered serial number with a serial number of a measurement device to which firmware is to be updated; And determining whether the released firmware is installed by comparing the version of the released firmware with the version of the firmware of the measurement apparatus.

According to another aspect, the control method further includes the steps of: checking, in the measurement apparatus, whether or not an error is present in the downloaded firmware; Re-downloading firmware from the monitoring device if the error exists; And if the error does not exist, resetting the measurement device and executing the updated firmware.

According to another aspect of the present invention, the control method further includes a step of, in accordance with the control of the application installed in the monitoring device, monitoring data of a plurality of wavelengths of each channel separated by the measuring device under the control of the firmware, ; Processing the received data through a digital signal processing process according to control of an application installed in the monitoring device in the monitoring device; And a control unit for controlling the application of the monitoring device to the monitoring device so that the processed data is subjected to a calculation of a modified beer-Lambert law and a concentration change value of oxyhemoglobin and a concentration of deoxyhemoglobin To a value that is a predetermined value.

According to another aspect of the present invention, the control method further includes a step of controlling the concentration of the oxyhemoglobin concentration and the concentration change value of the deoxyhemoglobin on the three-dimensional map in accordance with the control of the application installed in the monitoring apparatus in the monitoring apparatus. The method comprising the steps of:

A control method of a light distribution system, comprising the steps of: measuring a subject's living body signal in a wearer apparatus included in the light distribution system; In the monitoring apparatus included in the optical spectroscopic system, a step of measuring a living body signal from the wearing device and providing it to a user server included in the optical spectroscopic system; And providing the measured data to the web server anonymously at the user server according to the agreement of the object, wherein the web server receives, accumulates, classifies and analyzes the measurement data of the object, The step of measuring the bio-signal of the object may include the steps of: radiating light to a specific region of the object through a light transmission unit included in the wearing apparatus; And measuring the living body signal by collecting the light passing through the specific region through the light receiving unit included in the wearing apparatus.

A web server for registering a serial number of a measurement device for measuring a subject's bio-signal to authenticate the device, releasing the new version of the firmware, and notifying the monitoring device of the release of the firmware; The monitoring device downloading the new version of firmware from the web server; And a measurement device for executing the firmware update mode and downloading the new version of the firmware from the monitoring device, wherein the firmware emits light to a specific part of the object through the light transmission part included in the wearer device And a function of controlling the wearer to collect light emitted through the specific region through the light receiver included in the wearer and measure the bio-signal.

A light distribution system comprising: a wearer for measuring a subject's vital sign; A monitoring device for measuring a living body signal from the wearer and providing the living body signal to a user server; And the user server providing the measured data anonymously to the web server according to the agreement of the object, wherein the web server receives, accumulates, classifies, and analyzes the measurement data of the object, And irradiates light to a specific part of the object through the light transmitting part included in the wearing device and collects the light passing through the specific part through the light receiving part included in the wearing device to measure the living body signal Optical system is provided.

It is possible to provide a portable and expandable optical spectroscopic system based on firmware and a control method thereof.

By using the matched filter of the pipeline structure, it is possible to implement the matched filter structure for the same time as the input period of the input Walsh code and at the same time minimize the effects of leakage and nonlinearity occurring in the switching circuit.

By using a time-divided spread spectrum code (TDSSC), stronger light is incident while decreasing the code frequency of one Walsh code per unit time, thereby increasing the intensity of light through the same energy as a whole .

The light emitted from a plurality of light sources is modulated and emitted using a Walsh code, and the light emitted through the specific part is detected and then demodulated using a Walsh code.

By accumulating the input signal using the reference clock used for the emission of light as a sampling clock, the white Gaussian noise can be minimized without additional circuit such as an additional PLL (Phase Locked Loop).

It can process, visualize and control data at the monitoring device and guide the firmware update according to the release of the new version of the firmware included in the wearing device, such as a headset.

By collecting, managing, and analyzing data measured through a web server, personalized results can be provided through the monitoring device.

FIG. 1 shows an example in which the concentration of oxyhemoglobin is increased and the concentration of deoxyhemoglobin is lowered as neuron cells are activated.
Fig. 2 shows an example of the absorption factor of oxyhemoglobin and deoxyhemoglobin.
3 is a diagram showing an example of a trajectory of light incident into the cerebrum.
4 is a block diagram illustrating an example of a light-optical-optical system in an embodiment of the present invention.
FIG. 5 is a view showing an embodiment of a module constituting a light transmitting unit according to an embodiment of the present invention.
FIG. 6 is a diagram illustrating an embodiment of a module constituting a light receiving unit according to an embodiment of the present invention.
7 is a diagram illustrating an example of updating firmware with respect to fixed hardware to add a new function and an example of updating firmware to control extended hardware according to an embodiment of the present invention.
8 is a flowchart showing a part of a method of controlling a wearer in an embodiment of the present invention.
9 is a flowchart showing the remaining part of the method of controlling the wearer in one embodiment of the present invention.
10 and 11 are flowcharts illustrating a control method in a case where a function for determining separation and gain of a channel is included in firmware according to an exemplary embodiment of the present invention.
12 is a diagram showing an example of a headset system in an embodiment of the present invention.
Figure 13 is an example of an expanded form of a headset system configured with three basic structures in one embodiment of the present invention.
14 is an enlarged view of an example of a headset system constituted by nine basic structures in an embodiment of the present invention.
15 is a block diagram of Tx and Rx to which a matched filter for a light-optical spectroscopy system is applied in an embodiment of the present invention.
16 is a block diagram briefly illustrating an example in which a matched filter and a slant analog-to-digital converter are combined in an embodiment of the present invention.
17 is a diagram showing an example of a matched filter applied in a pipeline structure in an embodiment of the present invention.
18 is a diagram showing a time diagram in a matched filter applied in a pipeline structure, in an embodiment of the present invention.
19 is a diagram illustrating a detailed schematic structure of a pipeline transconductor (Gm) amplifier structure in an embodiment of the present invention.
20 is a diagram showing a DC offset correction structure caused by a Gm-C mismatch in an embodiment of the present invention.
FIG. 21 is a diagram illustrating a dual current source structure for a pipeline Gm-C structure in an embodiment of the present invention. FIG.
22 is a diagram illustrating a switching time diagram for a pipelined Gm-C based matched filter structure, in accordance with an embodiment of the present invention.
23 is a diagram illustrating an example of a CDMA modulation application form in an embodiment of the present invention.
24 is a diagram showing an example of a form of modulating a change in oxygen saturation in blood with a code in an embodiment of the present invention.
25 is a diagram illustrating an example of a flowchart for extracting a hemodynamic signal except for low noise when modulating and demodulating based on a code in an embodiment of the present invention.
26 is a diagram showing an effect of oversampling and an effect of a matched filter in an embodiment of the present invention.
FIG. 27 is a view for comparing the structure of a matched filter structure according to an embodiment of the present invention and a matched filter structure according to the prior art.
28 is a diagram showing an application example of a time division spread spectrum code in an embodiment of the present invention.
29 is a diagram showing a structure of a dual-wavelength laser driver and an LED driver in an embodiment of the present invention.
30 is a diagram showing a driver control signal level shifter in an embodiment of the present invention.
31 is a diagram illustrating a laser driver using a time division spread spectrum code in an embodiment of the present invention.
32 is a flowchart illustrating an example of a method for automatically updating a firmware in an embodiment of the present invention.
33 is a diagram illustrating a function for updating firmware in an embodiment of the present invention.
34 is a diagram showing a function for processing big data in an embodiment of the present invention.

DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings.

Firmware-based portable and expandable optical spectroscopy system

4 is a block diagram illustrating an example of a light-optical-optical system in an embodiment of the present invention.

The optical spectroscopy system 400 may include a wear unit 410, a monitoring unit 420, a user server 430, and a web server 440, as shown in FIG. At this time, there may be a plurality of systems each including a wearer 410, a monitoring unit 430 and a user server 440. These plurality of systems each communicate with a web server 440, And the like. For example, a first system including a first wearer, a first monitor, and a first user server, and a second system including a second wearer, a second monitor, and a second user server, The optical splitting system 440 may be implemented in a form that communicates with the web server 440 or three or more systems each communicate with the web server 440. In yet another embodiment, the optical spectroscopy system 400 may be implemented to include only a wearer 410, a monitoring unit 430, and a user server 440. The monitoring unit 420, the user server 430, and the web server 440 may be connected to each other through a wired network or a wireless network to transmit and receive data.

The wearing portion 410 may be embodied in the form of a device attached to a specific part of the user (for example, the upper end of the head of the user). For example, the wearer 410 may be implemented in the form of a headset and may be worn on the head of the user to be measured. The wearing part 410 may include a light transmitter 411, a light receiving part 412, and a main processing part 413. The main processing unit 413 may include a control unit 413a and a firmware 413b as shown in FIG.

The light transmitting portion 411 may include at least one module constituted by a circuit that actually produces light. For example, the advertisement transmitting unit 411 may be a module configured to include a laser or configured to include an LED (Light Emitting Diode) and an LED driving circuit (for example, a light transmitting module (500)).

The light transmitting unit 411 may use multi-wavelength light in the 600 nm to 1300 nm band, and may include a plurality of light sources emitting the multi-wavelength light. At this time, the intensity of the light emitted from the light transmitting unit 411 may be changed through the monitoring unit 430. The intensity of the light emitted from the light transmitting unit 411 may be changed according to a change in the magnitude of the current input to the laser or the LED or a change in the frequency with which the organism is incident for a predetermined period of time.

FIG. 5 is a view showing an embodiment of a module constituting a light transmitting unit according to an embodiment of the present invention. The light transmitting unit according to the present embodiment may correspond to the light transmitting unit 411 described with reference to FIG.

The optical transmission module 500 may correspond to one light source included in the optical transmission unit 411 and emitting light. 5, the optical transmission module 500 includes a bolt 510, a spring 520, a light source 530, a cylinder 540, a reference light receiver, 550 and a case 560. [

The light source 530 may be implemented in the form of a laser or an LED disposed on the PCB, and may be inserted into the cylinder 540. The reference light receiving unit 550 may be coupled to a side surface of the cylinder to detect light received through the user's head surface. The light detected by the reference light receiver 550 may also be used to measure a user's biologic change.

The spring 520, the light source 530, the cylinder 540 and the reference light receiving unit 550 may be disposed inside the case 560, and the case 560 may be coupled with the upper and lower ends through the bolt 510 As shown in FIG.

The cylinder 540 may have a structure that is pushed downward in FIG. 5 by the spring 520. The spring 520 may be used to prevent the distance between the light transmitting portion 411 and the subject from being widened when the subject wears a product such as the wearing portion 410 on the head. For example, the cylinder 540 or the reference light receiving unit 550 can be brought into close contact with the measurement site of the subject by the force of the spring 520 regardless of the shape or curvature of the measurement site of the subject.

With this structure, it is possible to emit light to the subject at all times in a closely adhering manner, regardless of the state of the subject's measurement part or the distance between the measurement part and the wearing part 410 such as a headset, have. In addition, it is possible to attenuate the influence of the movement of the subject or the fine movement of the wearing portion 410 on the light transmission, and the leakage of the emitted light to the outside can be reduced.

Referring again to FIG. 4, the light receiving unit 412 includes a photo detector (PD) that emits light from the light transmitting unit 411 and collects the light passing through the organism, and a circuit that drives the photo detector At least one module (e.g., the optical detection module 600 described with reference to FIG. 6 hereinafter). The light emitted from the light transmitting unit 411 may be a light modulated with a specific code (for example, Time Division Spread Spectrum Code (TDSSC)). In this case, when the light from the plurality of optical transmission modules is received for each module of the light receiving unit 412, the overlapped shape of the received light may be varied in time division spread spectrum code (TDSSC) have. Since the received light can be amplified through a plurality of steps and the size of the received light is received in various states according to various conditions, the light receiving unit 412 can have various gains, Adjustable.

FIG. 6 is a diagram illustrating an embodiment of a module constituting a light receiving unit according to an embodiment of the present invention. The light receiving unit according to the present embodiment may correspond to the light receiving unit 412 described with reference to FIG.

The light receiving module 600 may be a module included in the light receiving unit 412 and receiving light. The light receiving module 600 may include a bolt 610, a spring 620, a detector 630, a cylinder 640, and a case 650, as shown in FIG.

The detector 630 may include a Trans-Impedance Amplifier (TIA) and a photo detector (PD), and may be disposed inside the cylinder 640. The case 650 may include a spring 620, a detector 630, and a cylinder 640. The case 650 may include a top and a bottom coupled to each other through a bolt 610. [

The spring 620 may be included to push the cylinder 640 including the detector 630 in the downward direction of FIG. 5, such a spring 620 can be used for the effect that the light receiving portion 412 can be brought into close contact with the measurement site of the subject.

The light emitted through the light transmitting portion 411 can be received by the detector 630 and converted into an electrical signal. The electrical signal is a signal amplified in a fully differential state in the TIA included in the detector 630 and the signal output from the light receiving unit 412 is inputted to the main processing unit 413 included in the wearing unit 410 .

5 and 6 are only one embodiment for facilitating the understanding of the present invention, and the module including the light transmitting unit 411 and the light receiving unit 412 is limited to the embodiment of FIG. 5 or 6 It is not.

Referring again to FIG. 4, the main processing unit 413 may include a control unit 413a and a firmware 413b. The firmware 413b included in the main processing unit 413 can provide the following functions (1) to (4).

(For example, a function for controlling the light transmitting unit 411, the light receiving unit 412, and the main processing unit 413) for appropriately controlling the operation of the hardware included in the wearing unit 410.

(2) A function of separating the output data of the A / D converter on the Rx side included in the control unit 413a into optical data of each channel.

(3) A function of transmitting the separated optical data to the monitoring unit 420 using wireless communication (for example, Bluetooth or Wi-Fi).

(4) Provides a firmware update mode and a firmware execution mode through a customized boot loader, and allows a user to select one of a firmware update mode and a firmware execution mode via the user server 430. [

The user server 430 may be a device of a user (e.g., an experimenter) that collects and manages data, manages user information, receives data from a target and transmits data to the web server 440.

The wearer 410 according to the present embodiment provides the following functions (1) to (4) through the firmware 413b.

First, when the hardware configuration of the wearing portion 410 such as a headset is fixed, the firmware 413b is updated or changed, and new and improved functions are performed in the main processing portion 413 The functions of the main processing unit 413 can be immediately changed and used.

Secondly, when the hardware configuration of the wearing portion 410 such as a headset can be expanded, it is unnecessary to add special hardware or circuitry for driving the light transmitting portion 411 or the light receiving portion 412, You can control the extended hardware configuration through firmware updates or changes. Therefore, the wearing part 410 can be variously and freely varied without depending on the type of hardware.

7 is a diagram illustrating an example of updating firmware with respect to fixed hardware to add a new function and an example of updating firmware to control extended hardware according to an embodiment of the present invention. The firmware according to the present embodiment may correspond to the firmware 413b described with reference to FIG.

In FIG. 7, 'T' may denote an optical transmission module, and 'R' may denote a light receiving module. For example, the first configuration 710 of FIG. 7 shows a headset structure that is fixedly configured to have a basic structure of HHS (H-Hexagonal Structure) through seven optical transmission modules and twelve optical reception modules. 7 shows an example in which the headset structure is expanded to include 10 optical transmission modules and 18 optical reception modules.

At this time, the firmware (for example, the firmware 413b) may be updated to add a new enhanced function or change an existing function even in a fixed state without changing the hardware configuration as the first configuration 710. [ The first configuration 710 shows an example in which the firmware having the function A is updated to the firmware having the function A + B.

The second configuration 720 shows an example in which the hardware configuration of the headset is changed / expanded and in which the firmware having the function A is updated to the firmware having the function A + C according to the expansion of the hardware.

Further, as described above, the light receiving section 412 can have various gains, and these gains can be adjusted. At this time, the function for adjusting the gain may be included in the firmware 413b or may be included in the monitoring unit 420. [

8 is a flowchart showing a part of a method of controlling a wearer in an embodiment of the present invention. The wearing portion according to the present embodiment may correspond to the wearing portion 410 described with reference to FIG. At this time, the wearing part 410 may perform steps 810 to 870 under the control of the firmware 413b.

In step 810, the wearer 410 may determine whether or not the wearer 410 is connected to the monitoring unit 420. At this time, if the wearing part 410 is connected to the monitoring part 420, the wearing part 410 may perform step 820. [

In step 820, the wearer 410 may determine whether a system on command has been received. For example, wearer 410 may perform step 830 if a system on command is received.

In step 830, the wearer 410 may initialize the system. At this time, the system may be the wearing part 410 or the optical spectroscopic system 400 described with reference to FIG.

In step 840, the wearer 410 may wait for a command from the monitoring unit 420. [

Steps 850, 860, and 870 may indicate that wearer 410 may perform different actions in response to a command from monitoring unit 420. For example, in step 870, the wearer 410 may determine whether a system off command has been received, and may terminate if a system off command is received. In other words, the control method of the wearing portion 410 according to the present embodiment can be terminated in accordance with the system off command from the monitoring portion 420. [

In step 850, the wearer 410 may determine whether a start calibration command is received. At this time, if a correction start command is received, the wearing section 410 may perform step 910 of FIG. 9 or step 1012 of FIG. Step 910 may be performed when the function of determining how to adjust the channel separation and gain is included in the monitoring unit 420 instead of the firmware 413b. In addition, step 1012 may be performed in the case where the function to determine how to adjust the separation and gain of the channel is included in the firmware 413b instead of the monitoring unit 420. [

In step 860, the wearer 410 may determine whether a start measurement command is received. At this time, if a measurement start command is received, the wearing part 410 may perform the step 960 of FIG. 9 or the step 1110 of FIG. Step 960 may be performed when the function of determining how to adjust the separation and gain of the channel is included in the monitoring unit 420 instead of the firmware 413b. In addition, step 1110 may be performed when the firmware 413b includes a function of determining how to adjust the separation and gain of the channel, not the monitoring unit 420. [

9 is a flowchart showing the remaining part of the method of controlling the wearer in one embodiment of the present invention.

If the correction start command is received in step 850, the wearing part 410 can execute the correction mode in step 910 and wait for an instruction from the monitoring part 420 in step 920. [

At this time, if the correction end command is received in step 930, the wearer 410 may return to step 840 and wait for a command from the monitoring part 420. [ In addition, the wearer 410 may adjust the gain at step 950 if a gain adjustment command is received at step 940. At this time, the gain adjustment command may include an instruction to increase or decrease the gain, and the wearing part 410 may increase or decrease the gain according to the gain adjustment command.

If a measurement start command is received in step 860, the wearer 410 may execute the measurement mode in step 960. [ For example, the wearer 410 emits light in a near-infrared region using a laser or a light emitting diode (LED) through a source ('S') included in the light transmitting portion 411, 412 may detect the emitted laser or light through detectors (D ').

If a measurement end command is received in step 970, the wearer 410 may terminate the control method. In step 870, the wearer 410 may terminate the control method according to the system off command.

10 and 11 are flowcharts illustrating a control method in a case where a function for determining separation and gain of a channel is included in firmware according to an exemplary embodiment of the present invention.

10 shows a process in which the wearer 410 adjusts the gain for each channel under the control of the firmware 413b in accordance with the correction start command in step 850. FIG.

In step 1012, the wearer 410 may determine the number of maximum values, the upper / lower boundary value, and the reference value.

In step 1014, the wearer 410 may separate the information for each channel by n data. For example, the wearer 410 may separate the information of the channel by 16 data.

In step 1016, the wearer 410 may determine a maximum value for each of the separated n data for each channel.

In step 1018, the wearer 410 can check whether the number of determined maximum values is equal to the predetermined maximum number of values. For example, the wearer 410 can divide the information of the channel by 16 data to determine the maximum values of the predetermined number.

In step 1020, the wearer 410 may calculate an average of the determined maximum values.

In step 1022, the wearer 410 determines whether the average value (average of the maximum values) is equal to or greater than the reference value. If the average value is equal to or greater than the reference value, the wearer 410 performs step 1024. If the average value is less than the reference value, Can be performed.

In step 1024, the wearer 410 may perform step 1030 if the average value is greater than or equal to the upper boundary value, and perform step 1028 if the average value is below the upper boundary value.

In step 1026, the wearer 410 may perform step 1030 if the average value is less than or equal to the lower limit threshold value, and perform step 1028 if the average value is greater than the lower threshold value.

In step 1028, the wearer 410 may adjust the gain. For example, the wearer 410 may reduce the gain if the average value is greater than or equal to the reference value and less than the upper boundary value. In addition, the wearer 410 may increase the gain when the average value is less than the reference value and exceeds the lower limit threshold value. After adjusting the gain, the wearer 410 may perform step 1014 again.

At step 1030, wearer 410 may update the calibration state of each channel. For example, the wearer 410 can update the correction state of each channel when the average value is equal to or greater than the reference value and equal to or greater than the upper limit threshold, or when the average value is less than the reference value and equal to or less than the lower limit threshold value.

In step 1032, the wearer 410 may return to step 840 to wait for a command from the monitoring unit 420 when the correction is completed for all channels. If the correction is not completed for all channels, step 1014 may be performed.

Referring to FIG. 11, the wearer 410 may execute the measurement mode at step 1110 and disconnect the channel at step 1120, upon receipt of the measurement start command at step 860. In step 1130, the wearer 410 may re-execute step 1110 of terminating the control method or executing the measurement mode upon receipt of the measurement termination command.

12 is a diagram showing an example of a headset system in an embodiment of the present invention.

Picture 1210 shows a headset system 1211 that includes a holder that fires at the same specified intervals. The optical transmission module 500 or the optical reception module 600 may be attached to or detached from the holder of the headset system 1211. The headset system 1211 can be attached to the subject's head through a coupling component such as a buckle and a band, and can obtain a living body's living body signal at a location where the headset system 1211 is attached.

The headset system 1211 may have a basic structure of HHS (H-Hexagonal Structure) formed of a plurality of optical transmission modules 500 and a plurality of optical reception modules 600, as shown in FIG. 1220 . This HHS shaped structure can be extended to cover the entire head freely based on the basic structure, as described in the second structure 720 of FIG. In the figure 1220, 'T' may refer to the optical transmission module 600 and 'R' to the optical reception module 700, respectively.

Figure 13 shows an example of an expanded form of a headset system configured with three basic structures in an embodiment of the present invention, ≪ / RTI > is an illustration of an extended example of a headset system. Fig. 13 shows a headset system configured to measure a vital sign of a frontal region in a human head, and Fig. 14 shows a headset system configured to measure a vital sign from a whole human head. At this time, the headset system can be attached to the measurement site of the living thing through the buckle and the bend.

Pipelined matched filter and dual slope analog to digital converter

15 is a block diagram of Tx and Rx to which a matched filter for a light-optical spectroscopy system is applied in an embodiment of the present invention. 15 is a block diagram showing how a matched filter 1511 is applied to the Tx and Rx 1510 of the optical spectroscopic system (in particular, the wearing portion 410 described with reference to FIG. 4). The laser is driven based on the same clock (CLK) to cause light to enter the brain, and the attenuated light transmitted through the brain is amplified using a TIA (Trans-Impedance Amplifier) and a PGA (Programmable Gain Amplifier) (1511) and a slope analog digital converter (ADC) (1512). In this process, the time delay between the transmitted and received signals is negligible as compared with the duration of the Walsh code. The noise caused by the scattering due to the transmission is the same as that of the white Gaussian noise, so that the influence of the noise can be minimized through the matching filter 1511.

16 is a block diagram briefly illustrating an example in which a matched filter and a slant analog-to-digital converter are combined in an embodiment of the present invention.

When a matched filter is used, a capacitor 1610 having a relatively large value must be connected to accumulate charge in the capacitor 1610 as shown in FIG. 16, and the input voltage And the output of the capacitor 1610 gradually increases as SW1 flows to the capacitor 1610 for a time of 1 at the output of the Gm (transconductor) amplifier. The electric charge stored in the capacitor 1610 from the time when SW1 becomes 0 and SW2 becomes 1 gradually decreases through a current source and a time when the comparator crosses the differential signals (CLK) based on the time that 1 is maintained. During this time, the counter operates clock-based and converts the time to digital code, which can be referred to as a slope ADC (ADC) architecture. The tilted ADC architecture implemented after the matched filter can implement the ADC without the need for additional capacitors, is effective in terms of size, and is highly integrated in implementing a multi-channel receiver.

FIG. 17 is a diagram illustrating an example of a matched filter applied in a pipeline structure in an embodiment of the present invention, and FIG. 18 illustrates an example of a matched filter applied in a pipeline structure, Fig. 8 is a diagram showing a time diagram in a matched filter. Fig.

When one capacitor is used, the input data is stored in the capacitor when in the even phase and the stored charge is extracted in the odd phase. Therefore, when the phase is in phase, the capacitor can not store the input data, so there is a problem that the matched filter structure must be implemented using only half of the Walsh code bit period input to the input.

Accordingly, as shown in FIG. 17, a switch-based pipeline structure in a voltage node is implemented by transforming the last stage in the Gm (transconductor) into a pipeline structure. As shown in FIG. 18, discharging occurs in the capacitor 2 (C2) when the charge is stored in the capacitor 1 (C1), which means that it can operate smoothly in the form of a dual gradient ADC (SS ADC) can do. Current leakage lines that are instantaneously generated (because the rising edge of the switching time and the falling edge of the time are not ideal), because they are switched at the voltage node, And therefore can operate without current leakage. This allows a matched filter structure to be implemented for the same time as the input Walsh code bit period and minimizes the effects of leakage and nonlinearities in the switching circuit by implementing a pipeline structure in the voltage node .

FIG. 16 is a simplified model showing only one phase plane of the pipeline structure, and FIG. 17 shows a pipeline structure based on the diagram. When SW1 is 1, it is a right phase, and when SW2 is 1, it can correspond to a base phase. In both cases, it can be seen that the 'IN' signal and the SW1 and SW2 signals are equally aligned with the input. This is because the edges are aligned because they are signals based on the same clock, and a matched filter structure can be implemented based on these characteristics.

19 is a diagram illustrating a detailed schematic structure of a pipeline transconductor (Gm) amplifier structure in an embodiment of the present invention. During the time that the SW is turned on, the input voltage dependent current is accumulated in the capacitor. For the accumulation of linear openings, the bandwidth of the output node of Gm-C must be in a very low frequency band. To do this, the size of the capacitor must be large and the Gm of the amplifier must be small. Since the size of the capacitor can not be infinitely increased, it is necessary to implement a small size of Gm. Thus, a pair of input MOSs is provided to divide the amount of current generated in the circuit according to the input, and the mirror ratio to the final output stage is kept small, so that the size of Gm can be reduced. OUT1 and OUT2 are outputs of a pipeline structure. When SWP is 1, charge is accumulated in capacitors on the left side in the first dashed line box 1910, and right side in the first dashed line box 1910 when SWN is 1, The charge can be accumulated in the capacitors of the transistors. In this manner, by using one common mode feedback circuit while switching for each phase, the size of the matching circuit can be reduced.

20 is a diagram showing a DC offset correction structure caused by a Gm-C mismatch in an embodiment of the present invention.

The Gm-C amplifier itself is a MOS-based amplifier and needs to be prepared for the size mismatch between the differential MOSs that occur during the process. For this purpose, when SW_MIS is 0 and SW_CM is 1, the offset is sampled by using a switch for mismatch calibration at a time excluding the accumulation time of the capacitor, and SW_MIS is 1 and SW_CM Is zero, it is possible to compensate for mismatch by connecting in opposite phase.

FIG. 21 is a diagram illustrating a dual current source structure for a pipeline Gm-C structure in an embodiment of the present invention. FIG.

The charge accumulated in the capacitor is discharged at a different time in the form of a pipeline so that the tilting ADC performs the operation. If a current source is used to remove the charge, the different capacitors are connected to the current source through the SW-based multiplexer or to a common voltage Vref. In this case, because the multiplexer is a MOS-based SW, a current leakage phenomenon occurs because the resistance is not infinitely large in the OFF state, and the charge leaks from the accumulation phase of the charge. Therefore, it is possible to prevent the current nodes from being shared by connecting two different current sources 2110 and 2020 to the respective pipeline capacitors as shown in FIG.

22 is a diagram illustrating a switching time diagram for a pipelined Gm-C based matched filter structure, in accordance with an embodiment of the present invention. FIG. 22 shows switching signals necessary for constructing a pipeline structure, and shows an example in which such switching signals are implemented through a clock generator that is digitally synthesized based on a single clock (CLK).

The control method of the optical spectroscopic system according to an embodiment may include the following steps (1) and (2).

In the matched filter of the pipeline structure included in the optical spectroscopic system in step (1), the input voltage transmitted through the amplifier can be sequentially connected to the first capacitor and the second capacitor through the first switch terminal.

In step (2), the dual slope analog digital converter included in the optical spectroscopic system sequentially receives the charges charged in the first capacitor and the second capacitor through the second switch stage, and digitizes the input voltage can do.

Here, the first switch stage and the second switch stage sequentially switch the connection to the first capacitor and the second capacitor based on the clock generated according to the Walsh code bit period, 1 capacitors and the second capacitors, respectively.

In another embodiment, the control method of the optical spectroscopy system further comprises the steps of (3) radiating light to a specific part of the object based on the clock generated according to the Walsh code bit period, in addition to steps (1) and (2) And collecting light emitted through the specific region (4). At this time, the steps (3) and (4) may be performed before the steps (1) and (2) (Light receiving unit 412), respectively. At this time, the matched filter and the dual slope analog-to-digital converter may be included in the light receiving unit and operate based on the clock used in the light transmitting unit.

The light receiving unit may further include a TIA (Trans-Impedance Amplifier) and a PGA (Programmable Gain Amplifier) as the above-described amplifiers.

According to another embodiment of the present invention, the control method of the optical spectroscopy system may include the steps of (1) and (2), switching the input voltage delivered through the amplifier by phase, And sequentially charging the first capacitor and the second capacitor according to the phase to digitize the input voltage (5). This step (5) may be performed, for example, through the common mode feedback circuit described with reference to FIG.

In yet another embodiment, the control method of the optical spectroscopy system further comprises compensating for a size mismatch between the differential MOSs at a time other than the time of accumulation and discharge in the first capacitor and the second capacitor can do. This step (6) may be performed through a mismatch adjustment switch stage and a mismatch adjustment capacitor which the optical spectroscopy system may further include. For example, the input voltage includes a first voltage and a second voltage, which are the outputs of the amplifier, and the mismatch adjustment switch end has a first input voltage of 1 and a second input voltage of 0, After sampling the existing DC offset magnitude to the mismatching capacitor, the sampled voltage may be connected in opposite phase to the first and second capacitors to compensate for the size mismatch between differential mosks.

A light-splitting system operating as a single CLK generator based on a Walsh code

The optical spectroscopic system according to the present embodiments can use a single CLK generator based on a Walsh code. For a Walsh code, which is one of the codes used for code division multiplexing, the number of orthogonal codes is determined according to the code length, and the correlation between the codes is zero.

Therefore, when a sequence of lasers of optical transmission modules is modulated by using a Walsh code in a light-optical-optical system, a single light receiving module can demodulate hemodynamics information of various regions without inter- ).

23 is a diagram illustrating an example of a CDMA modulation application form in an embodiment of the present invention.

In FIG. 23, when light emitted from Source 1, S1 and Source 2 (Source 2, S2) is transmitted through living organisms and enters a detector, a basic near infrared spectroscopy (NIRS) The principle is that it is impossible to distinguish the light emitted from S1 and S2, respectively. Therefore, in the optical spectroscopic system according to the embodiments of the present invention, it is possible to code-modulate and emit light in each light source with perfectly orthogonal codes (for example, the Walsh code described above).

Also, by demultiplexing the light emitted from the detector with the same code as that of the light source, it is possible to identify which light source is the emitted light. Using this method, the optical spectroscopic system can accurately determine whether the concentration of the oxyhemoglobin changes as the portion of the brain is activated by using the light incident on the detector from a plurality of light sources to change the incidence density of the light .

Table 1 below shows the factors that cause changes in oxygen saturation in the human blood and information on the corresponding frequency bands.

The change in blood oxygen saturation in the human body is due to the factors shown in Table 1, and it can be seen that the change is considerably slower at 1 Hz maximum.

24 is a diagram showing an example of a form of modulating a change in oxygen saturation in blood with a code in an embodiment of the present invention. First, in order to measure the signals using the code-based modulation technique in the optical spectroscopy system, the following parameter values should be determined.

The chip rate and length of the code used for the modulation can be determined in consideration of the symbol rate when demodulated and the hemodynamic frequency in the human body. Assuming that a unit Walsh code modulation sequence is repeated and that there is little change in oxygen saturation, the result of demodulation in the received signal is that it is capable of correctly restoring in vivo signals, The unit code length can be independently adjusted according to the number of channels to be received and the specification of the system.

25 is a diagram illustrating an example of a flowchart for extracting a hemodynamic signal except for low noise when modulating and demodulating based on a code in an embodiment of the present invention.

The laser light modulated by the Walsh code is changed in accordance with the hemodynamic change in the path through which the light travels until it is detected in the detector. It can be said that the Walsh code is mixed with the hemodynamic signal. The hemodynamic information is signals of less than about 1 Hz, but since the Walsh codes of higher frequency bands are used, the signal tone moves to a higher frequency band. Therefore, when an operation related to analog amplification is performed on a chip, there is an immunity to 1 / f noise components which are large noises of a low frequency band generated in the circuit itself, , And low pass filtering to extract noise-minimized hemodynamic signals (similar to the chopping structure).

Sampling data based on matched filters

The input signal and the white noise existing in the circuit can be accumulated in the continuous time domain based on the oversampling effect and one data can be extracted according to each bit period. This technology uses a matched filter structure that can extract the signal with the maximum SNR (Signal-No-Noise Ratio). In order to realize such a matched filter structure, there is a precondition that the sink between the bit received as input and the sampling clock must be exactly the same. Therefore, in the optical communication system, the receiver further controls the clock using a PLL (Phase Locked Loop).

However, in the embodiments of the present invention, a signal separated by using the reference clock in the integrated circuit itself is incident on the subject's head, and the incident signal is transmitted through the head of the subject to be transmitted to the receiver (for example, (That is, because both light emission and detection are performed in one system), it is possible to generate the accumulation period by matching the same sink using the same separated signal in the integrated circuit, A matched filter can be implemented with a simple structure.

As the oversampling rate N increases, the noise of the measured signal decreases to 1 / (sqrt (N)). Since the result of infinitely increasing N is the same as the accumulated form, The white Gaussian noise generated inside the integrated circuit can be reduced as much as possible.

FIG. 26 is a diagram showing the effect of oversampling and the effect of the matched filter in an embodiment of the present invention, and FIG. 27 is a graph showing the comparison between the matched filter structure of the prior art and the structure of the matched filter according to an embodiment of the present invention Fig.

In order to realize the matched filter structure, there is a precondition that the sink received between the input signal and the clock used in sampling must be exactly the same. In a typical communication system (prior art system 2710), the reference clock is external to the receiver, and additional circuitry such as a PLL is used at the receiver to match the incoming data to the input of the receiver, I had to adjust the sink. However, in the integrated circuit of the optical spectroscopic system 2720 according to the present embodiment, a modulation sequence is generated using the reference clock of the integrated circuit itself, and the generated signal is converted into a brain channel of the subject corresponding to the external 'system' And then only the attenuation of the signal itself, which is transmitted to the cortex and reaches the receiver, is attained. Accordingly, since it is assumed that the received input signal and the sampled clock have the same sync, the function of the matched filter can be realized with a relatively simple structure in the optical spectroscopic system 2720 according to the present embodiment.

The control method of the optical spectroscopy system according to one embodiment is a method of controlling the light emission in a light transmission part (for example, the light transmission part 411) included in the optical spectroscopic system, by using a plurality of light sources A step of code-modulating and radiating light emitted from a plurality of light sources using Walsh codes, and a step of irradiating light through a specific part in a light receiving part (for example, a light receiving part 412) Detecting the light emitted, and demodulating the light using the Walsh code to identify the light source. At this time, the control method accumulates the input signal by using the reference clock used for the light emission in the matched filter included in the light receiving unit as the sampling clock, thereby accumulating in the continuous time domain and extracting one data for each bit period The method comprising the steps of:

In another aspect of the present invention, there is provided a method of controlling a light distribution system, comprising the steps of emitting light to a specific region of an object in a light transmission section of a light distribution system, And a step of detecting. At this time, in the step of detecting light, the matched filter included in the light receiving unit accumulates the input signal in the continuous time domain by using the reference clock used for the emission of light as the sampling clock so that one Data can be extracted.

Through the matched filter of each embodiment, the bit received as input corresponds to the light emitted using the reference clock, and synchronization between the bit received as an input and the reference clock can be achieved without the use of an additional PLL.

Optical spectroscopy system using Time Divided Spread Spectrum Code (TDSSC)

Depending on the type of person, the degree of light absorbed by the curvature of the head, the thickness of the layers constituting the head, and the color of the skin are different. Therefore, if the same laser power is applied to the entire area of the head and to all people, the light transmitted through the cerebrum in a specific measurement area will be absorbed before reaching the surface of the head, and measurement may not be possible. Therefore, it is possible to take a way to make the light penetrating the cerebrum reach to the surface of the head by making the laser power strong, but it can not be infinitely increased because there is a limit to the laser power which can reach the human body to the maximum.

28 is a diagram showing an application example of a time division spread spectrum code in an embodiment of the present invention. As described above, since the light incident on the human body can be expressed by the number of photons per unit time, if the time when the light is incident on the human body is controlled, strong light can be incident on the human body . Therefore, the photon can reach the surface of the head by using the same amount of energy but increasing the intensity of the instantaneous light, and it is possible to reduce the code frequency of 1 walsh code per unit time, The system can be designed to inject light. For example, if the on / off duty ratio is adjusted based on the assumption that the same energy is input, the spread code is simultaneously inputted and turned off, thereby maintaining the orthogonality between the codes . It is assumed in FIG. 28 that the duty of the on / off signals is 1 and 0.5, respectively, as in 'Case 1' and 'Case 2'. Since the duty ratio of the laser is 0.5, the signal size of the Walsh code can be increased (P2 = P1 x 2) because the duty ratio is 0.5 times smaller than that of the case of 1. The time-division spread spectrum code (TDSSC) can be implemented in a structure capable of controlling the duty and laser power of the Walsh code in the integrated circuit.

Multi-channel laser and LED driver

In the optical transmission module according to the present embodiment, it is possible to adjust the 256 stage power from 5.2 mA to 14.9 mA with the dual wavelength laser and the LED driver, and there is an option to double the scale, To output a signal.

29 is a diagram showing a structure of a dual-wavelength laser driver and an LED driver in an embodiment of the present invention. 29 shows a dual LED element, which is a dual cavity laser driver 2910, a dual cavity vertical cavity surface emitting laser (VCSEL) element and a dual wavelength LED driver 2920. [ At this time, the dual wavelength laser driver 2910 and the dual wavelength LED driver 2920 may be connected to one of the positive and negative electrodes. 29, the dual-wavelength laser driver 2910 is connected together with an anode connected to the ground, and the dual-wavelength LED driver 2920 is connected to a cathode of the dual VCSEL 2910, which is a dual-wavelength laser driver 2910, In order to modulate the vertical cavity surface emitting laser device and the dual wavelength LED driver 2920 with different codes, it was necessary to implement them using different actuators.

30 is a diagram showing a driver control signal level shifter in an embodiment of the present invention. Drive control signal level shifter 3000 may be programmed to provide a forward voltage of 3.3V to cover the forward voltage of the laser (e. G., Dual wavelength laser driver 2910) and the LED (e. G., Dual wavelength LED driver 2920) The control voltage domain can be changed in a circuit using VDD. A start-up circuit (3010) may be connected to the drive control signal level shifter (3000) to allocate a basic voltage of each node when the power is first turned on.

31 is a diagram illustrating a laser driver using a time division spread spectrum code in an embodiment of the present invention. A laser driver (Dual Laser Driver) 3110 may operate in conjunction with the other components shown in FIG. First, a Walsh code generator (Walsh Code GEN, 3120) may generate 128 independent Walsh codes based on a reference clock coming from a clock generator (CLK GEN, 3130). Of the 128 Walsh codes, the Walsh code to be used can be selected in a form desired by the user, and the selected Walsh code is boosted from 1.8V to 3.3V through a level shifter 3130, Lt; / RTI > The duty control signal may be applied from a microcontroller unit (MCU), and on / off of the laser driving signal may be controlled in the time domain through the duty control signal.

The control method of the optical spectroscopic system according to the present embodiment is a method of controlling the light distribution of light in a light transmission part (for example, the light transmission part 411) included in a light distribution system, A step of radiating light such that the total energy is kept the same by decreasing the emission time and increasing the intensity of the light, and the step of emitting light through the light receiving part (for example, the light receiving part 412) And collecting light. At this time, the optical transmitter may reduce the on / off duty ratio of emitting light by using a time division spread spectrum code by a predetermined ratio, increase the intensity of the light by the predetermined ratio, or use a time division spreading code The unit duration of the Walsh code per unit time may be decreased by a certain ratio and the intensity of the light may be increased by the predetermined ratio. The light source may further include a dual-wavelength laser element and a dual-wavelength LED element, and may further include a level shifter for changing a control voltage domain of a circuit including the laser element and the LED element. At this time, the step of radiating light includes steps of boosting a signal corresponding to a code to be used among a predetermined number of mutually independent Walsh codes generated based on a reference clock through a level shifter, And adjusting the on / off of the input signal using the duty control signal applied from the MCU.

Monitoring section

Information obtained through the wearer 410 described with reference to FIG. 4 can be processed, visualized, and controlled through the monitoring unit 410. The monitoring unit 410 may be implemented using one of various devices having a display, such as a computer, a notebook, a smart phone, a smart watch, a tablet PC, and the like.

The monitoring unit 410 may include functions for the following (1) to (5).

(1) Optical data of a plurality of wavelengths of each channel separated by firmware (for example, the firmware 413b of FIG. 4) can be received through wireless communication.

(2) The received data can be processed through a digital signal processing process. For example, the monitoring unit 410 may process the received data through a low pass filter and a laser temperature drift rejection process.

(3) The processed data can be changed to a change value of the concentration of oxyhemoglobin and a value of the concentration of deoxyhemoglobin through calculation of the modified beer-Lambert's law.

(4) Change values of oxyhemoglobin concentration and deoxyhemoglobin concentration can be displayed in color on a three-dimensional map.

(5) When the release of the new version of firmware is confirmed, (a) switching to the firmware update screen of the mobile application (hereinafter referred to as 'mobile application') of the monitoring unit 410, (b) (C) the process of performing a new firmware upload can be handled.

How to confirm the release of the new version of the firmware is shown below (a) and (b).

(A) When a mobile app is executed, the user is connected to the server, the version is checked, and a new version of the firmware is released.

(B) A method of informing the user whether or not a new version of the firmware has been released through a push alarm or other corresponding alarm method, and guiding the update afterwards.

FIG. 32 is a flowchart illustrating an example of a firmware automatic update method in an embodiment of the present invention, and FIG. 33 illustrates a function for firmware update in an embodiment of the present invention.

In step 3210, the web server 440 may determine whether the serial number of the device is the same as the serial number stored in the database (DB) of the web server 440. To this end, the web server 440 can register the serial number of the wearer unit, which is a device. Step 3220 may be performed if the serial number of the device and the registered serial number are equal to each other, and firmware update may be terminated if there is no registered serial number equal to the serial number of the device.

At step 3220, the web server 440 may determine whether the firmware version of the device is lower than the currently available firmware version. The web server 440 may release a new version of the firmware and notify the monitoring unit 420 of the release of the new version of the firmware.

In step 3230, the monitoring unit 420 may download the firmware from the web server 440. In addition, in step 3240, the monitoring unit 420 may be connected to the wearing unit 410. The monitoring unit 420 may serve as a bridge between the web server 440 and the wearer 410 and may control the wearer 410 to update the firmware.

At step 3250, wearer 410 may execute a firmware update mode. Also, in step 3260, the wearer 410 can download the firmware from the monitoring unit 420.

In step 3270, the wearer 410 can check whether there is an error in the downloaded firmware. If an error is present, then step 3260 may be performed again, and in the absence of an error, step 3280 may be performed. As described above, the wearer 410 may include a function of checking an error of the downloaded firmware.

At step 3280, wearer 410 may execute reset and updated firmware.

Big data analysis

34 is a diagram showing a function for processing big data in an embodiment of the present invention. The process of collecting data on an anonymous object agreed from the user server 430 in the web server 440 and proceeding with the big data analysis may be performed as in the following 1) to 4).

1) The user server 430 may confirm to the subject whether or not to provide measurement data to the web server 440. For example, the user server 430 may provide the measured data to the web server 440 after the consent of the anonymous subject.

2) The web server 440 may collect measurement data anonymously from the user server 430 when the anonymous subject, who is the subject, agrees to provide the information in the user server 430.

3) The web server 440 may accumulate the measured data of the anonymous subject, classify the accumulated data, and analyze the classified data.

4)  The web server 440 can provide the personalized result of the big data analysis of the individual measurement data to the monitoring unit 420 through the user server 430 only for the subject who agrees to provide the information, 420 may provide the user with an optimized report (e.g., display it on the screen).

Through the application of this big data analysis, it is possible to detect anomalous signs early on from the user's measurement results by comparing the results confirmed with the existing equipment or the optical spectroscopic system for a specific disease such as a stroke.

In addition, based on the results of measurements in a similar environment, it is possible to accumulate information on various diseases that have not been confirmed before, and to use the accumulated information to analyze a wider range of data and to detect abnormal symptoms in diseases.

Also, By accumulating and analyzing individual measurement data, it is possible to detect risk factors continuously by continuously monitoring the change of patients who need continuous management because of the possibility of recurrence. In other words, it is possible to accumulate individual measurement data continuously and to construct individual personal data. By comparing and analyzing these big data, it is possible to detect the risk factor of the current measurement result of the user, And can provide you with a report.

In addition, for the same reasons as the above items, it is possible to accumulate individual measurement data and to develop an individual-specific rehabilitation program for a part where it is necessary to confirm the effect of gradual change such as rehabilitation.

As described above, according to the embodiments of the present invention, it is possible to provide a firmware-based portable and expandable optical spectroscopic system and a control method thereof.

In addition, by using a matched filter of the pipeline structure, the matched filter structure can be realized for the same time as the input period of the input Walsh code, and the effect of the leakage and nonlinearity occurring in the switching circuit can be minimized.

In addition, by using a time-divided spread spectrum code (TDSSC), stronger light is incident while decreasing the code frequency of 1 Walsh code per unit time, .

In addition, the light emitted from a plurality of light sources is modulated and emitted using a Walsh code, and the light emitted through the specific part is detected and demodulated using a Walsh code, thereby identifying a light source emitting light .

Further, by accumulating the input signal using the reference clock used for the emission of light as a sampling clock, the white Gaussian noise can be minimized without a separate circuit such as an additional PLL (Phase Locked Loop).

It can also process, visualize, and control data at the monitoring device and guide the firmware update according to the release of a new version of the firmware included in the wearer, such as a headset.

In addition, data collected through the web server can be collected, managed and analyzed, and personalized results can be provided through the monitoring device.

The apparatuses (the optical spectroscopy system 400, the wearing unit 410, the monitoring unit 420, the user server 430 and the web server 440) described above may be hardware components, software components, and / May be implemented as a combination of components and software components. For example, the apparatus and components described in the embodiments may be implemented within a computer system, such as, for example, a processor, a controller, an arithmetic logic unit (ALU), a digital signal processor, a microcomputer, a field programmable array (FPA) A programmable logic unit (PLU), a microprocessor, or any other device capable of executing and responding to instructions. The processing device may execute an operating system (OS) and one or more software applications running on the operating system. The processing device may also access, store, manipulate, process, and generate data in response to execution of the software. For ease of understanding, the processing apparatus may be described as being used singly, but those skilled in the art will recognize that the processing apparatus may have a plurality of processing elements and / As shown in FIG. For example, the processing unit may comprise a plurality of processors or one processor and one controller. Other processing configurations are also possible, such as a parallel processor.

The software may include a computer program, code, instructions, or a combination of one or more of the foregoing, and may be configured to configure the processing device to operate as desired or to process it collectively or collectively Device can be commanded. The software and / or data may be in the form of any type of machine, component, physical device, virtual equipment, computer storage media, or device , Or may be permanently or temporarily embodied in a transmitted signal wave. The software may be distributed over a networked computer system and stored or executed in a distributed manner. The software and data may be stored on one or more computer readable recording media.

The method according to an embodiment may be implemented in the form of a program command that can be executed through various computer means and recorded in a computer-readable medium. The computer-readable medium may include program instructions, data files, data structures, and the like, alone or in combination. The program instructions to be recorded on the medium may be those specially designed and configured for the embodiments or may be available to those skilled in the art of computer software. Examples of computer-readable media include magnetic media such as hard disks, floppy disks and magnetic tape; optical media such as CD-ROMs and DVDs; magnetic media such as floppy disks; Magneto-optical media, and hardware devices specifically configured to store and execute program instructions such as ROM, RAM, flash memory, and the like. Examples of program instructions include machine language code such as those produced by a compiler, as well as high-level language code that can be executed by a computer using an interpreter or the like. The hardware devices described above may be configured to operate as one or more software modules to perform the operations of the embodiments, and vice versa.

While the present invention has been particularly shown and described with reference to exemplary embodiments thereof, it is to be understood that the invention is not limited to the disclosed exemplary embodiments. For example, it is to be understood that the techniques described may be performed in a different order than the described methods, and / or that components of the described systems, structures, devices, circuits, Lt; / RTI > or equivalents, even if it is replaced or replaced.

Therefore, other implementations, other embodiments, and equivalents to the claims are also within the scope of the following claims.

Claims (16)

A method of controlling an optical spectroscopy system,
In the web server included in the optical spectroscopic system, a serial number of a measurement device for measuring a subject's living body signal is registered to authenticate the device, a new version of firmware is released, and the release status is notified to the monitoring device step;
In the monitoring apparatus included in the optical spectroscopic system, downloading the new version of firmware from the web server; And
Performing a firmware update mode in the wearer apparatus included in the optical spectroscopic system and downloading the new version of the firmware from the monitoring apparatus
Lt; / RTI >
The firmware is configured to emit light to a specific region of the object through a light transmission unit included in the wearer, to collect light emitted through the specific region through a light receiver included in the wearer, And controlling the wearer to measure the wearer's wear and tear. The method according to claim 1,
The step of notifying the monitoring device of the release /
When the monitoring device accesses the web server, notifies the monitoring device of a release of the new version of the firmware through an alarm method of informing a release of the new version of the firmware or an alarm including a push alarm,
Wherein the monitoring device guides the update of the wearer in accordance with the release of the new version of the firmware. The method according to claim 1,
The step of notifying the monitoring device of the release /
Authenticating the measurement device by comparing the registered serial number with a serial number of a measurement device for which firmware is to be updated; And
Determining whether the released firmware is installed by comparing the version of the released firmware with the version of the firmware of the measurement apparatus
The control method comprising the steps of: The method according to claim 1,
Checking whether there is an error in the downloaded firmware in the measurement apparatus;
Re-downloading firmware from the monitoring device if the error exists; And
Resetting the measurement device if the error does not exist, and executing updated firmware
Further comprising the steps of: The method according to claim 1,
Receiving optical data of a plurality of wavelengths of each channel separated by the measurement device from the measurement device in accordance with control of an application installed in the monitoring device in the monitoring device under the control of the firmware;
Processing the received data through a digital signal processing process according to control of an application installed in the monitoring device in the monitoring device; And
The monitored data are subjected to control of an application installed in the monitoring device, and the processed data is subjected to calculation of a modified beer-Lambert law to calculate a concentration change value of oxyhemoglobin and a concentration change value of deoxyhemoglobin ≪ / RTI >
Further comprising the steps of: 6. The method of claim 5,
Displaying the concentration change value of the oxyhemoglobin and the concentration change value of the deoxyhemoglobin in a color on a three-dimensional map according to the control of the application installed in the monitoring apparatus in the monitoring apparatus
Further comprising the steps of: A control method of a light distribution system,
Measuring a subject's vital sign in a wearing device included in the optical spectroscopic system;
In the monitoring apparatus included in the optical spectroscopic system, a step of measuring a living body signal from the wearing device and providing it to a user server included in the optical spectroscopic system; And
In the user server, providing the measured data to the web server anonymously according to the agreement of the target
Lt; / RTI >
The web server receives, accumulates, classifies, and analyzes measurement data of the object,
Wherein the step of measuring the bio-
Emitting light to a specific region of the object through a light transmission unit included in the wearing apparatus; And
Measuring the bio-signal by collecting the light passing through the specific region through the light receiving unit included in the wearing apparatus
The control method comprising the steps of: 8. The method of claim 7,
Wherein the web server generates a personalized result for the anonymous subject by providing the received measurement data to the user server,
Receiving and displaying the personalized result from the user server in the monitoring device
Further comprising the steps of: In the optical spectroscopic system,
A web server for registering a serial number of a measurement device for measuring a subject's bio-signal to authenticate the device, releasing a new version of firmware and informing the monitoring device of the release status;
The monitoring device downloading the new version of firmware from the web server; And
A firmware update mode in which the firmware update mode is executed,
Lt; / RTI >
The firmware is configured to emit light to a specific part of the object through a light transmitting part included in the wearing device, collect light emitted through the light receiving part included in the wearing device, And controlling the wearer to measure the wearer's wear and tear. 10. The method of claim 9,
The web server comprises:
When the monitoring device accesses the web server, notifies the monitoring device of a release of the new version of the firmware through an alarm method of informing a release of the new version of the firmware or an alarm including a push alarm,
Wherein the monitoring device guides the updating of the wearer in accordance with a release of the new version of the firmware. 10. The method of claim 9,
The web server comprises:
Comparing the registered serial number with a serial number of a measuring device to update the firmware to authenticate the measuring device and comparing the released firmware version with the firmware version of the measuring device to determine whether the released firmware is installed Of the optical system. 10. The method of claim 9,
Wherein the measuring device checks whether there is an error in the downloaded firmware and re-downloads the firmware from the monitoring device if the error exists, or resets the measuring device if the error does not exist, And executes the firmware. 10. The method of claim 9,
Wherein the monitoring device receives optical data of a plurality of wavelengths of each channel separated by the measuring device under the control of the firmware under the control of an application installed in the monitoring device from the measuring device, And processing the processed data according to a control of an application installed in the monitoring device in the monitoring device through a calculation of a modified beer-Lambert law, The concentration change value of hemoglobin, and the concentration change value of deoxyhemoglobin. 14. The method of claim 13,
Wherein the monitoring device displays the concentration change value of the oxyhemoglobin and the concentration change value of the deoxyhemoglobin in a color on a three-dimensional map according to an application installed in the monitoring device. In the optical spectroscopic system,
A wearer for measuring a subject's vital sign;
A monitoring device for measuring a living body signal from the wearer and providing the living body signal to a user server; And
According to the agreement of the object, the user server providing the measured data to the web server anonymously
Lt; / RTI >
The web server receives, accumulates, classifies, and analyzes measurement data of the object,
Wherein the wearer device emits light to a specific region of the object through a light transmission section included in the wearer device and collects light passing through the specific region through a light receiving section included in the wearer device, Is measured. 16. The method of claim 15,
Wherein the web server generates a personalized result for the anonymous subject by providing the received measurement data to the user server,
The monitoring device includes:
And receiving and displaying the personalized result from the user server.

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