KR102074275B1 - Intelligent mat platform based on things internet using AI speaker for healthy life management of the elderly - Google Patents

Abstract

The present invention relates to an intelligent mat platform based on the Internet of Things (IoT) using AI speakers for healthy living management of the elderly to support healthy sleep and personalized life management services for the elderly. Collecting and providing lifestyle information, the elderly habit information management device for collecting and providing indoor convenience environment service information selected by the elderly; An analysis server that analyzes sleep habit information, sofa life information, and indoor convenience environment service information to provide information on living patterns of the elderly by recognizing the execution history pattern of the elderly and the propensity of the elderly; And a recommendation server that receives the analyzed sleep habits, sofa life information, execution history patterns, and life pattern information analyzed from the analysis server and provides health information for living maintenance. Thus, there is an effect that the elderly users can easily and conveniently adjust the indoor convenience environment around the living room.

Description

Intelligent mat platform based on things internet using AI speaker for healthy life management of the elderly}

The present invention relates to an intelligent mat platform based on the Internet of Things using AI speakers for the healthy living management of the elderly, and in particular, the healthy living management of the elderly to support healthy sleep and personalized lifestyle management services for the elderly The present invention relates to an intelligent mat platform based on the IoT using AI speakers.

In the age of personalized societies and nuclear families, members of past large families are physically separated from each other and mentally concerned about family safety and health. In particular, young family members who are familiar with information, networking, and social networking using mobile devices can physically separate their lives by remotely monitoring the health status of other members, especially the elderly, and periodically checking for representative health indicators. There is a strong psychological desire to complement the situation.

In particular, as the entry into an aging society is accelerating, governments and local governments are becoming increasingly important in their ability to cope with health care and crisis situations. As a result, daily health checks and the establishment of a minimum golden time coping system are urgently needed.

Under these social phenomena, the U-healthcare era has arrived with creative ideas and technical efforts through the convergence of mobile technology, information technology, sensor technology, and wearable device technology. Accordingly, in the past, the paradigm is shifting from the center of medical services in the treatment / hospital where the disease occurs to the center of prevention / consumer who manages their own health. Of these, humans spend 1/3 of their day on bed, so sleep is the most important part of their health. Therefore, a healthy sleep check and management, an analysis of the relationship between sleep and other health indicators, and a periodic check system of sleep status is the most important.

Existing wearable devices have been difficult for elderly users who are unfamiliar with using smartphones as a user-centered Bluetooth-based and battery charging method in connection with smartphones. In order to overcome this problem, there is a need for intelligent mat system technology using a tutoring technology of a big AI speaker and a big database deep learning technology for the elderly.

Republic of Korea Patent Publication No. 10-2013-0080920

In order to solve such a hassle of the prior art, the present invention is based on the Internet of Things using an AI speaker for the healthy living management of the elderly to support the healthy sleep and personalized life management services for the elderly To provide an intelligent matte platform, the purpose is. That is, the present invention analyzes the human symptom data collected in association with the human biosensor mounted on the mat and collects data above the critical limit, or operates the emergency call button when an emergency occurs due to pain, the manual in the set AI speaker Internet based IoT using AI speaker for health management of the elderly including emergency emergency notification system that recognizes emergency situation through user and response message and transmits SNS emergency call and human symptom data status to designated guardian To provide an intelligent matte platform, the purpose is.

The IoT-based intelligent mat platform using AI speakers for the healthy living management of the elderly according to an embodiment of the present invention collects and provides sleep habit information and sofa life habit information of the elderly, and the indoor convenience environment selected by the elderly. Elderly habit information management device for collecting and providing service information; An analysis server that analyzes sleep habit information, sofa life information, and indoor convenience environment service information to provide information on living patterns of the elderly by recognizing the execution history pattern of the elderly and the propensity of the elderly; And it may be made of a recommendation server that provides health maintenance life information by receiving the sleep habits, sofa life information, execution history pattern, life pattern information analyzed from the analysis server.

As an embodiment related to the present invention, the elderly habit information management device, the gyro sensor, a pressure sensor, an electrocardiogram sensor is provided with a four-season mat to detect and provide information that can check the bedtime, the number of times of overturning, electrocardiogram of the elderly, The pressure sensor is provided to collect and provide information collected by the sensors through the sofa mat to detect and provide information to check the rest time, and the sensors provided on the four season mat and sofa mat in the bedroom An IoT sensor device, an AI speaker that transmits the information collected by the IoT sensor device to the analysis server, and controls an indoor convenience environment service by a voice recognition-based tutoring method, and an indoor room by a physical force applied from the outside. Interactive remote control to send a remote signal for convenience environment service control to the AI speaker Can be broken.

As an embodiment related to the present invention, the pressure sensor, a pair of electrode plates made of a conductive fiber to form an anode; And an insulating plate provided between the pair of first electrode plates and formed of insulating fibers having perforations formed at predetermined intervals, and the insulating state is maintained between the electrode plates when there is no pressure on the electrode plate. When pressure is applied to the electrode plate, a pair of electrode plates may contact each other between perforations to generate a current flow.

In an embodiment related to the present invention, the intelligent mat platform based on the IoT using AI speakers for healthy living management of the elderly is provided with information for checking ECG transmitted through the AI speakers, and checks for ECG abnormalities. If it is determined that the ECG abnormalities may further include the elderly habit information management application for generating and displaying alarm information.

In an embodiment related to the present invention, the elderly habit information management application may display and inform the living pattern information of the elderly analyzed by the analysis server.

In an embodiment related to the present invention, the elderly habit information management application may display and inform the health maintenance living information provided by the recommendation server.

The present invention supports the healthy sleep and personalized life management service for the elderly, it is effective for the elderly users to easily and conveniently adjust the indoor convenience environment around the living room.

1 is a view for explaining the intelligent mat platform based on the Internet of Things using AI speakers for healthy living management of the elderly according to the present invention.
2 is a view for explaining the configuration of the elderly habit information management device of FIG.
Figure 3 is a cross-sectional view showing the configuration of the pressure sensor applied to the IoT-based intelligent health care mat according to the present invention
4 is a system configuration diagram of an intelligent mat platform based on the Internet of Things using AI speakers for healthy living management of the elderly according to the present invention.

Technical terms used in the present invention are merely used to describe particular embodiments, it should be noted that it is not intended to limit the present invention. In addition, the technical terms used in the present invention should be interpreted as meanings generally understood by those skilled in the art unless the present invention is defined in any other meaning in the present invention, and is excessively comprehensive. It shall not be construed in the sense of or in the sense of being excessively reduced. In addition, when the technical terminology used in the present invention is an incorrect technical term that does not accurately express the spirit of the present invention, it should be understood as being replaced by a technical term that can be properly 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 according to the context before and after, and should not be interpreted in an excessively reduced sense.

Also, the singular forms used in the present invention include the plural forms unless the context clearly indicates otherwise. In the present invention, terms such as “consisting of” or “comprising” are not to be construed as necessarily including all of the various components or steps described in the invention, and some of the components or some of the steps are included. It should be construed that it may not be, or may further include additional components or steps.

Hereinafter, exemplary embodiments of the present invention will be described in detail with reference to the accompanying drawings, and the same or similar components will be given the same reference numerals regardless of the reference numerals and redundant description thereof will be omitted.

1 is a view for explaining the intelligent mat platform based on the Internet of Things using AI speakers for healthy living management of the elderly according to the present invention. 2 is a view for explaining the configuration of the elderly habit information management device of FIG. 3 is a cross-sectional view showing the configuration of a human body pressure sensor plate applied to the IoT-based intelligent health care mat according to the present invention. 3 is a system configuration diagram of an intelligent mat platform based on the Internet of Things using AI speakers for healthy living management of the elderly according to the present invention.

As shown in FIGS. 1 to 4, the IoT based intelligent mat platform using AI speakers for healthy living management of the elderly, the IoT based intelligent mat platform using AI speakers for healthy living management of the elderly, The elderly habit information management device 100, the analysis server 200, the recommendation server 300, the elderly habit information management application (400).

The elderly habit information management apparatus 100 collects and provides sleep habit information and sofa lifestyle information of the elderly, and collects and provides indoor convenience environment service information selected by the elderly.

The analysis server 200 analyzes the sleeping habit information provided from the elderly habit information management apparatus 100 and the indoor convenience environment service information provided from the couch lifestyle information elderly habit information management apparatus to analyze the execution history pattern of the elderly and the propensity of the elderly. Recognize and provide information on living patterns of the elderly.

The recommendation server 300 receives the sleep habits, the sofa life information, the execution history pattern, and the life pattern information analyzed from the analysis server 200 and provides the health maintenance life information.

The elderly habit information management application 400 is provided with information to check the electrocardiogram transmitted through the AI speaker 150 checks whether the ECG abnormality, if it is determined that the ECG abnormality generates and informs the alarm information.

The elderly habit information management application 400 displays and informs the living pattern information of the elderly analyzed by the analysis server 200.

Elderly habit information management application 400 displays the health maintenance information provided by the recommendation server 300 to inform.

The elderly habit information management device 100 is provided with a gyro sensor, a pressure sensor 121, an electrocardiogram sensor, the bedroom four seasons mat 110 to detect and provide information that can check the bedtime, the number of times of overturning, electrocardiogram of the elderly, Sensors through communication with the sensors provided on the sofa mat 120 and the bedroom four season mat 110 and the sofa mat 120 is provided with a pressure sensor 121 to detect and provide information to check the rest time IoT sensor device 130 to collect and provide the information collected by the information, and transmits the information collected by the IoT sensor device 130 to the analysis server 200, the indoor convenience environment service by a voice recognition-based tutoring method AI speaker 140 for controlling the, and the interactive remote control 150 for transmitting a remote signal for controlling the indoor convenience environment service by the physical force applied from the outside to the AI speaker 140.

The pressure sensor 121 is made of a conductive fiber and is provided between a pair of electrode plates 121a forming an anode and a pair of first electrode plates 121a, and having an aperture formed at regular intervals. It consists of an insulating plate 121b made of fibers.

Since the pressure sensor 121 does not apply pressure to the electrode plate 121a when the elderly person is not sitting on the bedroom four season mat 110 or the sofa mat 120, the insulation state is maintained between the electrode plates 121a. When the elderly person sits on the bedroom four season mat 110 or the sofa mat 120, pressure is applied to the electrode plate 121a, and thus, a pair of electrode plates 121a are contacted between perforations to generate current flow. do.

Referring to the operation of the IoT based intelligent mat platform using the AI speaker for healthy living management configured as described above is as follows.

When elderly people sit or lie on top of the bedroom four season mat 110, the pressure sensor detects this and outputs a pressure detection signal to the IoT sensor device 130 along with bedroom four season mat identification information, and the ECG sensor measures the electrocardiogram of the elderly. And output to the IoT sensor device 130 with the mat four seasons mat identification information. At this time, since the gyro sensor is provided in the bedroom four season mat 110, when the motion occurs on the bedroom four season mat 110, the controller detects this and outputs the number of movements to the IoT sensor device 130 along with the bedroom four season mat identification information.

Similarly, when the elderly person sits on the sofa mat 120, the pressure sensor detects this and outputs a pressure detection signal together with the sofa mat identification information to the IoT sensor device 130.

The IoT sensor device 130 then outputs this to the AI speaker 140, and the AI speaker 140 outputs to the analysis server 200.

The analysis server 200 receives the pressure detection signal, the electrocardiogram measurement value, and the number of movements of the four season mats 110 from the AI speaker 140 to calculate the bedtime of the elderly, and based on the calculated bedtime and the number of movements. Analyze your sleep health.

The analysis server 200 divides the analyzed sleep health condition into a heavy weight and provides the elderly habit information management application, so that the guardians of the elderly can check the health status of the elderly through this.

The analysis server 200 that receives the pressure detection signal provided through the sofa mat 120 calculates a break time on the sofa by checking the input time of the pressure detection signal, and calculates the health situation of the elderly through the calculated break time. Produces information that can be identified and provided through the elderly habit information management application.

If it is determined that the analysis server 200 is lying or sitting in the bedroom four season mat 110 or sofa mat 120 for a long time through the information provided through the AI speaker 140, it is determined that there is an abnormality in the health of the elderly. In addition, it generates an alarm signal related to this and provides it through the elderly habit information management application.

Meanwhile, the elderly use the interactive remote controller 150 to control one of various indoor environment elements, such as matte temperature, lighting on or off, and control of music streaming content played in conjunction with a music site, and the related information is AI speaker. It is transmitted to the recommendation server 300 through 140.

In addition, the AI speaker 140 is a component that performs the same function as the interactive remote controller 150, and the difference from the interactive remote controller 150 is a device that an elderly person can control through voice. Like the interactive remote controller 150, the AI speaker 140 controls one of various indoor environment elements such as matte temperature, lighting on or off, and music streaming content control played in conjunction with a music site through voice recognition of an elderly person. The information related thereto is transmitted to the recommendation server 300 through the AI speaker 140.

In addition, the analysis server 200 analyzes the sensing data regarding the sleep of the user, which is transmitted through the interactive remote controller 150, and the execution environment element execution data, which is delivered from the interaction of the AI speaker 140, to grasp the execution history pattern of the elderly. And understand your disposition. Although it is displayed in summary in the app, it provides a function to monitor the living pattern information of elderly people in the distant family, but basically, it analyzes the performance data of elderly people and manages groups by propensity, so each group prefers convenience environment. To provide a custom value. To this end, group classification based on demographic information of users such as age group, gender, and previous occupations and group classification based on AI speaker performance data of users are performed.

The recommendation server 300 plays a role of recommending music or mat temperature, etc. which are favored by similar users based on the propensity data analyzed from the analysis server 200.

Thus, the elderly habit information management application 400 displays the statistical information generated by the analysis server 200 and the recommendation server 300, recommendation information, emergency function, etc. so that the family can monitor.

When the above description is divided into input stage, access stage, and analysis stage, the input stage (Input Layer) first inputs the user's mat occupancy time and AI speaker execution result to analyze the user's disposition.

At this time, the occupancy time of the user mat is largely divided into sleep time and rest time. First, the operating time of the mat installed in the bedroom is input based on the number of on / off times and the playing time, and the operating time of the mat installed on the sofa is the same way. Is entered.

The AI speaker execution result is input to the matte temperature, lighting on / off time, and playback music title information set by the user.

In the next access layer, input data is buffered through a corresponding API and requests analysis at regular intervals.

Lastly, in the analysis layer, various methods are performed to determine the user's disposition on the input data.

In order to determine the type of activity of the user, statistics on the mat occupancy time, music viewing time, lighting time, etc.

And the measured value for the normal value or the abnormal value is a graph input from the ECG sensor is displayed on the senior citizen habit information management application 400 which is a monitoring app. Execution and analysis of the elderly user and the results of ECG summary displayed on the elderly habit information management application 400 allows the family to stay away by installing and running the app if desired.

The AI speaker 140 applied to the present invention receives information related to the mat temperature, lighting on / off, music playing on / off, and the like through interaction with the elderly. That is, the AI speaker 140 outputs an audio signal in the form of an inquiry, and when an elderly person answers the question, the AI speaker 140 receives the input and recognizes it, and transmits a control signal for controlling the corresponding device. The control signal transmitted as a signal is received and operated according to the control signal. That is, when the AI speaker 140 asks the elderly user in a Q & A format tutoring method, the elderly command the AI speaker 140 in the form of answering the AI speaker 140. The speech recognition model applied in this way recognizes the commanded voice.

On the other hand, the AI speaker 140 analyzes the electrocardiogram of the elderly sensed by the electrocardiogram sensor provided in the four season mat 110 in the bedroom, when abnormality is detected, outputs a message to the elderly and performs the response three times. If it does not detect the input, it recognizes it as a first-stage emergency and sends three warning messages to SNS.

The above description may be modified and modified by those skilled in the art without departing from the essential characteristics of the present invention. Therefore, the embodiments disclosed in the present invention are not intended to limit the technical idea of the present invention but to describe the present invention, and the scope of the technical idea of the present invention is not limited by these embodiments. The protection scope of the present invention should be interpreted by the following claims, and all technical ideas within the scope equivalent thereto should be construed as being included in the scope of the present invention.

100: habitual information management device for the elderly
110: four seasons mat bedroom
120: sofa mat
121: pressure sensor
121a: electrode plate
121b: insulation plate
130: IoT sensor device
140: AI speaker
150: interactive remote control
200: analysis server
300: recommended server
400: elderly habit information management application

Claims (5)

IoT based intelligent mat platform using AI speaker for the elderly's healthy life management,
Elderly habit information management device for collecting and providing sleep habits information and sofa lifestyle information of the elderly, and collects and provides indoor convenience environment service information selected by the elderly;
An analysis server that analyzes the sleep habit information, sofa life information, and indoor convenience environment service information to provide information on living patterns of the elderly by recognizing the execution history pattern of the elderly and the propensity of the elderly; And
Received the sleep habits, sofa life information, execution history pattern, life pattern information analyzed from the analysis server is made of a recommendation server for providing health information for maintaining health,
The elderly habit information management device,
Four seasons mat with pressure sensor, ECG sensor to detect and provide information to check the bedtime, number of times of overturning, ECG of the elderly,
Sofa mat and pressure sensor provided to detect and provide information to check the break time,
An IoT sensor device for collecting and providing information collected by the sensors through communication with sensors provided in the bedroom four season mats and sofa mats;
An AI speaker for transmitting the information collected by the IoT sensor device to the analysis server and controlling an indoor convenience environment service by a voice recognition-based tutoring method;
It is made of an interactive remote control for transmitting a remote signal for controlling indoor convenience environment service by the physical force applied from the outside to the AI speaker,
The pressure sensor,
A pair of electrode plates made of a conductive fiber and forming an anode; And
It is provided between the pair of the first electrode plate, and consists of an insulating plate made of insulating fibers formed with perforations at a predetermined interval,
In the state where there is no pressure in the electrode plate, the insulating state is maintained between the electrode plates, and when pressure is applied to the electrode plate, a pair of electrode plates are contacted between perforations to generate current flow.
The IoT-based intelligent mat platform using AI speakers for the healthy living management of the elderly is provided with information for checking the electrocardiogram transmitted through the AI speaker and checks whether the electrocardiogram is abnormal and alarms when it is determined that the electrocardiogram is abnormal. Further comprising the elderly habit information management application to generate and display the information,
The elderly habit information management application, by displaying the life pattern information of the elderly analyzed by the analysis server,
When the AI speaker asks the elderly user in a Q & A format tutoring method, the elderly give a command in the form of answering the AI speaker, recognizes the commanded voice through the applied speech recognition model,
When the AI speaker analyzes the electrocardiogram of the elderly person detected by the electrocardiogram sensor provided in the four seasons mat of the bedroom, if the abnormality is detected, it outputs a message to the elderly person and detects that the normal response signal is input even after performing the response three times. If not, it is recognized as a first-stage emergency situation and sends out three warning messages to SNS. The IoT based intelligent mat platform using AI speakers for healthy living management.
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