KR102096238B1 - Prevention System based AI - Google Patents

Abstract

The present invention relates to an artificial intelligence-based missing child prevention system. The system recognizes and learns the current status of a child on the child′s body. In the event of an unexpected situation, the system generates related information based on the learning information and performs short-distance or long-distance transmission. The present invention includes: a missing child prevention device equipped with a child life monitoring application collecting and transmitting at least one child life information piece among the wearing child′s hourly motion information, movement distance information, body temperature information, and pulse information per day, comparing the collected child life information with child life pattern information received from the outside, and transmitting child confirmation request information to a protector terminal and a missing child prevention server when at least one information piece is out of an error range; the protector terminal equipped with a missing child prevention application receiving the child status information or the child confirmation request information transmitted from the missing child prevention device, outputting the child status information or the child confirmation request information on a screen, providing setting change service of the missing child prevention device in response to external operation, and receiving and providing the child life pattern information of the missing child prevention server; and the missing child prevention server (300) receiving and storing the child life information from the missing child prevention device, analyzing the stored child status information, generating child life pattern information, and transmitting the generated information to the missing child prevention device and the protector terminal. As a result, missing child prevention service information reflecting children′s life patterns can be generated, and thus systematic missing child prevention service can be provided.

Description

Prevention system based on artificial intelligence {Prevention System based AI}

The present invention relates to an artificial intelligence-based child-prevention system, and more specifically, to learn by recognizing and learning the current situation of an infant while being worn on the child's body, and to provide information related thereto when an unexpected situation occurs based on the learning information. It relates to an artificial intelligence-based missing child prevention system for generating and transmitting at a short distance or a long distance.

As the modern society is complicated and diversified, criminal law is also progressing day by day, and especially in infants, children, the elderly and young women, there is a possibility of being exposed to relatively more violent crimes such as kidnapping, kidnapping and sexual assault. The prevention of crime is very important. In addition, children and the elderly who are poor in cognitive ability are more likely to be exposed to a crisis situation where they are lost and missing from a guardian in an unfamiliar place, and in this case, remote help to overcome the crisis by requesting prompt help The development and utilization of the device is very necessary.

When the Yosai crisis occurs, the user's location information is transmitted to the guardian or the police station by using the emergency button on the smartphone.

[Patent Document] Republic of Korea Patent Publication No. 10-2017-0024966

The present invention has been devised in keeping with this trend, and the present invention learns by recognizing and learning the current situation of an infant while being worn on the infant's body, and generates information related to this when an unexpected situation occurs based on the learning information. The purpose of the present invention is to provide an AI-based missing child prevention system that transmits at a short distance or a long distance.

In addition, the present invention provides an artificial intelligence-based child-prevention system that services a guardian to change the monitoring radius of an infant at any time.

In addition, the present invention sets the sub-monitoring radius at regular intervals based on the monitoring radius when the monitoring radius of the infant is set by the guardian, and links green, yellow, and red alerts to the monitoring areas divided into the sub-monitoring radius, respectively. The purpose of the present invention is to provide an artificial intelligence-based missing child prevention system.

In addition, the present invention provides an artificial intelligence-based missing child prevention system that transmits a short distance or a long distance while generating information related to the separation when the infant is carried by a physical force from a position where the child-prevention device is attached, It has a purpose.

The artificial intelligence-based missing child prevention system according to an embodiment of the present invention collects and transmits one or more infant life information of hourly motion information, moving distance information, body temperature information, and pulse information based on a daily basis of an infant being worn, and externally Mia equipped with an infant life monitoring application that compares the infant life pattern information received from and the collected infant life information and transmits the infant confirmation request information to the guardian terminal and the missing child prevention server when one or more information is out of the error range Prevention device 100; Receives infant status information or infant confirmation request information sent from the child-prevention device 100 and outputs it on a screen, provides a setting change service of the child-prevention device in response to an external manipulation, and the infant of the child-prevention server A guardian terminal 200 equipped with an anti-mia application that receives and provides life pattern information; And a child-prevention server 300 that receives and stores infant life information from the child-prevention device, analyzes the stored child-state information, generates infant life-pattern information, and transmits it to the child-prevention device and the guardian terminal. have.

As an embodiment related to the present invention, the infant life monitoring application generates the current location information of the infant and sends it to the guardian terminal and the missing child prevention server, and the parental child prevention application of the guardian terminal focuses on the infant's movement A monitoring radius setting menu item is provided to set a monitoring radius to monitor and display a monitoring area, and the parental prevention application of the guardian terminal receives the current location information of the infant and displays it in the set monitoring area. Can be.

As an embodiment related to the present invention, when the monitoring radius is set by the monitoring radius setting menu item, the child loss prevention application divides the monitoring range into a plurality of monitoring areas and displays the corresponding color in the monitoring area to which the infant belongs. Can be displayed.

As an embodiment related to the present invention, the anti-lost application is divided into a plurality of monitoring areas for the plurality of monitoring areas, and services to be displayed in green, yellow, and red from the center of the monitoring area for the plurality of divided monitoring areas can do.

As an embodiment related to the present invention, the child loss prevention application may output an alarm signal when the location information of the infant is displayed on the monitoring area displayed in yellow.

The present invention recognizes and learns the current situation of an infant while being worn on the infant's body, and when an unexpected situation occurs based on the learning information, generates and transmits information related to it in a short distance or a long distance, thereby improving the life pattern of the infant. According to this, it is possible to generate information on the prevention of missing children, and this has the effect of providing a systematic prevention of missing children.

In addition, the present invention has an effect of allowing the guardian to flexibly adjust the monitoring environment by servicing the guardian to change the monitoring radius from time to time.

In addition, the present invention sets the sub-monitoring radius at regular intervals based on the monitoring radius when the monitoring radius is set by the guardian, and links green, yellow, and red alerts to monitoring areas divided into sub-monitoring radii, respectively. By being designed, there is an effect that the guardian can visually recognize the distance between the toddler and the guardian and respond quickly.

In addition, according to the present invention, when a child is prevented by a physical force from a position where the child-prevention device is attached, the information is generated and transmitted at a short distance or at a distance, thereby immediately knowing the loss of the child-prevention device. This has the effect of not losing the infant and missing gold time to find.

1 is a view for explaining the configuration of an AI-based missing child prevention system according to the present invention.
FIG. 2 is a view showing a detailed configuration of the sensor unit of FIG. 1.
3 to 5 is an operation flow diagram for explaining the operation method of the AI-based missing child prevention system according to the present invention.

It should be noted that the technical terms used in the present invention are only used to describe specific embodiments, and are not intended to limit the present invention. In addition, technical terms used in the present invention should be interpreted as meanings generally understood by a person having ordinary knowledge in the technical field to which the present invention belongs, unless otherwise defined in the present invention. It should not be interpreted as a meaning or an excessively reduced meaning. In addition, when the technical term used in the present invention is a wrong technical term that does not accurately represent the spirit of the present invention, it should be understood as being replaced by a technical term that can be correctly understood by those skilled in the art. In addition, the general terms used in the present invention should be interpreted as defined in the dictionary or in context before and after, and should not be interpreted as an excessively reduced meaning.

In addition, the singular expression used in the present invention includes a plural expression unless the context clearly indicates otherwise. In the present invention, terms such as “consisting of” or “comprising” should not be construed to include all of the various components, or various stages, described in the invention, including some of the components or some stages. It may or may not be construed as further comprising additional components or steps.

Hereinafter, preferred embodiments according to the present invention will be described in detail with reference to the accompanying drawings, but the same or similar elements will be given the same reference numbers regardless of the reference numerals, and repeated descriptions thereof will be omitted.

1 is a view for explaining the configuration of an AI-based missing child prevention system according to the present invention. FIG. 2 is a view showing a detailed configuration of the sensor unit of FIG. 1.

As shown in FIG. 1, the artificial intelligence-based child-loss prevention system includes a child-loss prevention device 100, a guardian terminal 200, a child-loss prevention server 300, a public institution server 400, and a communication network 500.

Mia prevention device 100 is provided in a variety of forms, such as necklaces, bracelets, brooches.

The child-prevention device 100 collects and transmits one or more infant life information among hourly motion information, movement distance information, body temperature information, and pulse information on a daily basis of the infant being worn, and is transmitted from the child-prevention server 300 Receives infant life pattern information, compares the received infant life pattern information with the collected infant life information, and if one or more information is out of the error range, request a confirmation of the infant with the guardian terminal 200 and the child-prevention server 300 Infant life monitoring application that transmits information is installed.

The child-prevention device 100 provides a setting menu item to set a function of the child-prevention device provided through the child-life monitoring application and stores a setting unit 110 for setting each function, and stores the child-life monitoring application The storage unit 120 stores the setting information set by the setting unit 110 and stores information sensed by the sensor unit 160, and is stored in the storage unit 120 when power is supplied. Running the infant life monitoring application, reading the setting information set by the setting unit 110, setting the functions of the child-prevention device 100, and moving state information, moving distance information, and body temperature of the infant from the sensor unit 160 A control unit 130 and a control unit 130 that generates infant life information based on information and pulse information and compares the infant life pattern information received from the child-prevention server 300 with the infant life information to grasp the current state of the infant ) In response to the control of the speaker 140 for outputting an audio signal to be heard to the infant, such as an alarm sound, the communication unit for transmitting the infant life information to the guardian terminal 200 and the child-prevention server 300 in response to the control of the controller 130 It consists of (150), a motion detection sensor (161), a movement distance measurement sensor (162), a body temperature measurement sensor (163), and a pulse measurement sensor (164), the motion of the infant detected through the motion detection sensor (161) The status information is output to the control unit 130, the movement distance information of the infant measured through the movement distance measurement sensor 162 is output to the control unit 130, and the temperature information of the infant measured through the body temperature measurement sensor 163 It is composed of a sensor unit 160 for outputting to the control unit 130, and outputting the pulse information measured by the pulse measurement sensor 164 to the control unit 130.

The sensor unit 160 further includes an impact detection sensor 165, as shown in FIG. 2, and the impact detection sensor 165 is prevented from being lost due to a physical force applied from the outside or a problem of a coupling member ( If 100) falls from the infant to the floor, it detects this and outputs a shock detection signal to the controller 130.

Then, when the impact detection signal is input from the sensor unit 160, the control unit 130 generates a text message requesting confirmation of the current state of the missing child prevention device 100 and sends it to the guardian terminal 200.

The guardian terminal 200 receives the infant status information or the infant confirmation request information transmitted from the child-prevention device 100 and outputs it on the screen, and provides a setting change service of the child-prevention device 100 in response to an external operation. , It is equipped with a child-prevention application that receives and provides infant life pattern information of the child-prevention server 200.

The parental control application of the parental terminal 200 receives all information transmitted from the parental control device 100 mounted on the infant's body and displays it on the screen so that the guardian can know. That is, the missing child device 100 transmits the information sensed or measured through the sensor unit 160 by linking it to the identification information of the guardian terminal 200, and the guardian terminal 200 transmits the identification information of the guardian terminal 200 Based on this, it is determined whether the information should be received and the received information is stored and displayed on the screen.

The child-prevention server 300 receives and stores the infant life information from the child-prevention device 100 and analyzes the stored infant state information to generate infant life pattern information to the child-prevention device 100 and the protector terminal 200 Send it out.

The child-prevention server 300 analyzes and learns the life information of the infant received from the child-prevention device 100 to extract life patterns of infants and generates life pattern information, and predicts the state of the future child through learning. The corresponding information is generated and transmitted to the missing child protection device 100 and the guardian terminal 200. For example, the control unit 130 receives the body temperature of the infant measured by the body temperature measurement sensor 163, and when the received body temperature is higher than the reference body temperature, the controller terminal 200 displays “Infant body temperature is 37 degrees” as shown in FIG. It sends out an alarm text to check the infant's condition. In particular, the control unit 130 classifies the state of the currently detected infant in stages, gradually increasing the intensity of the alarm text, and transmitting it, thereby enabling the guardian of the infant to respond quickly according to the severity.

The infant life monitoring application generates the current location information of the infant and transmits it to the guardian terminal 200 and the missing child prevention server 300.

The child care prevention application of the guardian terminal 200 provides a menu item for setting a monitoring radius to set a monitoring radius for monitoring a child's movement centering on an infant and to display a monitoring area.

The parental control application of the guardian terminal 200 receives the current location information of the infant and displays it in the set monitoring area.

When the monitoring radius is set by the monitoring radius setting menu item, the child-loss prevention application divides the monitoring range into a plurality of monitoring areas and displays the corresponding color in the monitoring area to which the infant belongs.

The missing child application serves to display green, yellow, and red colors from the center of the monitoring area for a plurality of monitoring areas.

The child-prevention application outputs an alarm signal when the location information of the infant is displayed on the monitoring area displayed in yellow. The infant confirmation request signal is generated and transmitted in various ways, such as an audio signal such as a buzzer and a siren, a voice message, and a text message.

The public institution server 400 is a server installed at 119, the police station, and the mia protection center, and the pediatric prevention server 300 transmits the missing child notification information to the public institution server 400 in addition to the guardian terminal 200 at the moment when it is determined that the child has occurred. By sending it, it is operated so that infants can be found in the shortest time.

When explaining the operation method of the missing child system configured as described above is as follows.

3 to 5 is an operation flow diagram for explaining the operation method of the AI-based missing child prevention system according to the present invention.

[Infant life pattern generation routine]

As shown in FIG. 3, the child-prevention server 300 receives infant life information from the child-prevention device 100 (S110), analyzes the child-life information, generates infant life pattern information, and then provides a child-prevention device ( 100) and sent to the guardian terminal 200 (S120).

And the child-prevention server 300 learns the analyzed infant life information (S130), predicts a future child life pattern that may occur later based on the learning result (S140), and protects the predicted infant life pattern information from the protector terminal 200 ) (S150).

[Infant Monitoring Routine]

The child-prevention device 100 collects infant life information through the sensor unit 160 (S210), receives infant life pattern information from the child-prevention server 300 (S220), and receives infant life pattern information and infant life information Compare (S230).

It is determined whether the comparison result is within the error range (S240), and if the comparison result is within the error range, it is recognized as normal (S250) and re-executed from step S210. When the comparison result is outside the error range, the guardian terminal 200 and the missing child The infant identification request information is generated and transmitted by the prevention server 300 (S260).

[Monitoring area setting routine]

The missing child server 300 determines whether the monitoring radius setting menu item is selected through the guardian terminal 200 (S310), and provides monitoring radius setting information when the monitoring radius setting menu item is selected as a result of the determination (S320).

The missing child server 300 determines whether setting information is selected (S330), and when setting information is selected as a result of determination, sets a monitoring radius based on the selected setting information (S340) to display a monitoring area, and sets the monitoring area. It is divided (S350) according to a preset criterion.

And, the child-prevention server 300 receives the current position of the infant and displays it in the monitoring area (S360), and provides such monitoring area to be displayed on the screen of the guardian terminal 200. That is, the child-prevention server 300 draws a circle having a certain radius from the location where the infant is located as a reference point to display the monitoring area, and draws the monitoring area into three circles having different radii to a safe area, a region of interest, and a departure area. Separately, if the infant is in a safe area, only the safe area is displayed in green; if the infant moves to the area of interest, only the area of interest is displayed in yellow; By making it possible, the guardian can intuitively check the current position of the infant even by looking at only the monitoring area provided on the screen of the guardian terminal 200 and respond quickly when the infant falls far away.

The monitoring area may be more densely divided according to the intention of the guardian (user), and in this case, close monitoring may be performed for the infant.

The above-described contents will be able to be modified and modified without departing from the essential characteristics of the present invention to those skilled in the art to which the present invention pertains. Therefore, the embodiments disclosed in the present invention are not intended to limit the technical spirit of the present invention, but to explain, and the scope of the technical spirit of the present invention is not limited by these embodiments. The scope of protection of the present invention should be interpreted by the claims below, and all technical spirits within the equivalent range should be interpreted as being included in the scope of the present invention.

100: Missing device
110: setting unit 120: storage unit
130: control unit 140: speaker
150: communication unit 160: communication unit
200: guardian terminal device
300: Missing prevention server
400: public institution server

Claims (5)

It collects and transmits one or more infant life information among hourly movement information, movement distance information, body temperature information, and pulse information on a daily basis of the infant who is wearing it, and compares the collected infant life pattern information with the infant life pattern information received from the outside. If one or more of the information is out of the error range, the parental control device 100 is equipped with a child life monitoring application that generates and transmits child identification request information to the guardian terminal and the child-prevention server;
Receives infant status information or infant confirmation request information sent from the child-prevention device 100 and outputs it on a screen, provides a setting change service of the child-prevention device in response to an external manipulation, and the infant of the child-prevention server A guardian terminal 200 equipped with an anti-mia application that receives and provides life pattern information; And
And receiving and storing infant life information from the child-prevention device, and analyzing the stored child-state information to generate infant life-pattern information and transmitting the child-prevention device and the child-prevention server 300 to be transmitted to the guardian terminal,
The infant life monitoring application generates the current location information of the infant and sends it to the guardian terminal and the missing child prevention server,
The child care prevention application of the guardian terminal provides a menu item for setting a monitoring radius to set a monitoring radius monitoring an infant's movement centering on an infant, and to display a monitoring area.
The child care prevention application of the guardian terminal receives the current location information of the infant and displays it in a set monitoring area,
The missing child application, when the monitoring radius is set by the monitoring radius setting menu item, divides the monitoring range into a plurality of monitoring areas and displays the corresponding color in the monitoring area to which the infant belongs,
The sensor unit further includes an impact detection sensor, and the impact detection sensor detects and detects an impact detection signal when the child-prevention device falls from an infant to the floor due to a physical force applied from the outside or a problem of a coupling member. Output as
When the shock detection signal is input from the sensor unit, the control unit generates a text message requesting confirmation of the current state of the missing child prevention device and sends it to the guardian terminal,
The child-prevention server analyzes and learns the infant life information received from the child-prevention device, extracts the child's life pattern, generates life-pattern information, and predicts the state of the future child through learning to respond to it. Is generated and sent to the child-prevention device and the guardian terminal,
The control unit is an artificial intelligence-based child-prevention system, characterized in that the presently detected state of the infant is gradually phased out, and the intensity of the alarm text is gradually increased and transmitted, thereby enabling the guardian of the infant to respond quickly according to the severity.
delete delete According to claim 1,
The anti-lost application is divided into a plurality of monitoring areas for the plurality of monitoring areas, and the artificial intelligence base characterized in that the divided plurality of monitoring areas are displayed in green, yellow, and red from the center of the monitoring area. Missing Prevention System.
The method of claim 4,
The child-prevention application, artificial intelligence-based child-prevention system, characterized in that when the location information of the infant is displayed on the monitoring area displayed in yellow, outputs a request signal for infant confirmation.

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