KR102561210B1 - System and Method for Sleeptech controlling using AR in Smart Home Environment - Google Patents

Abstract

The present invention is directed to an apparatus and method for controlling sleep tech using AR technology in a smart home environment that enhances the intuitiveness of smart home control through smart home modeling and provides user-customized content and information using AR technology. It relates to an AI motion bed that is automatically controlled based on data collected through an IoT sensor, an AI motion bed management control unit that automatically controls AI motion bed and IoT sensor data collection and processing, detects IoT sensor status, and performs motion bed management control and automatic angle adjustment; Big data processing and management unit that collects and analyzes sensor data, stores analysis data, and performs visualization processing; User-customized AR by classifying and predicting user sleep patterns to control sleep patterns and prediction-based beds, and analyzing sleep environment conditions A user-customized recommendation control processing unit that provides based content; A smart device that collects user profiles, monitors sleep environments and conditions in real time, provides remote control and management, and provides customized UI/UX, and provides visualized data to users; is to include

Description

Apparatus and method for controlling sleeptech using AR technology in smart home environment {System and Method for Sleeptech controlling using AR in Smart Home Environment}

The present invention relates to the establishment of a smart home environment, and specifically, utilizes AR technology in a smart home environment that enhances the intuitiveness of smart home control through smart home modeling and provides user-customized content and information using AR technology. It relates to an apparatus and method for controlling a slip tech.

As the era of the 4th industrial revolution has arrived, technological developments such as AI, IoT, and VR/AR are being made, and in particular, the size of the smart home market is growing day by day.

Now, the smart home is evolving from home appliances and Internet of Things (IoT) connectivity to user-customized services with advanced technology.

In general, a smart life environment in which information technology is converged with a residential environment to enable residents' convenience, welfare, and safety-centered life is defined as a smart home.

A variety of customized contents and smart home services provided through home appliances connected to the smart home network are continuously expanding.

Meanwhile, Sleeptech is a compound word of 'Sleep' and 'Technology', and refers to a technology that analyzes sleep-related data and helps sleep by using cutting-edge technology. Currently, the proper sleep time for adults is 8 hours, but in reality, about 40% sleep less than 7 hours.

And augmented reality (Augmented Reality) is a system and technology that provides virtual information about space and situations by superimposing virtual objects (objects, texts, videos) created through computer modeling on a real environment.

AR can provide additional information about various objects and can be used as content in spatial configurations that require a high degree of immersion.

Even though such a technical environment is established, conventional smart home control applications have problems such as text-type UI, absence of intuitive information provision, and smart switch level service provision.

Therefore, there is a demand for the development of new technologies to solve the problem of lack of intuition, which is a problem of smart home applications, and to provide improved smart home control applications.

Republic of Korea Patent Publication No. 10-2019-0095608 Republic of Korea Patent Publication No. 10-2011-0117492 Republic of Korea Patent Publication No. 10-2019-0099165

The present invention is to solve the problems of the prior art smart home environment construction and control technology, to enhance the intuitiveness of smart home control through smart home modeling and to provide user-customized content and information using AR technology The purpose is to provide a device and method for controlling sleep tech using AR technology in a smart home environment.

The present invention collects IoT sensor big data attached to the bed, analyzes and provides sleep environment data optimized for the sleep state and sleep environment of the sleeper, provides an effective sleep experience, and predicts sleep patterns In a smart home environment The purpose is to provide a device and method for sleep tech control using AR technology.

The present invention utilizes AR technology in a smart home environment to provide a more familiar smart home environment to users by improving the intuitiveness and convenience of smart home control applications, and to provide more personalized services by grafting artificial intelligence technology. Its purpose is to provide a device and method for controlling a slip tech.

The present invention utilizes AR technology in a smart home environment to build a smart home application system that can control the sleep tech function using augmented reality and motion beds to help sleep for patients with increasing sleep disorders. Its purpose is to provide a device and method for controlling a slip tech.

The present invention is a sleep tech using AR technology in a smart home environment in which a house-shaped 3D model is displayed on the screen to provide intuitive information through augmented reality and 3D modeling, and the user can directly touch and control the model Its purpose is to provide a device and method for control.

The present invention is a sleep using AR technology in a smart home environment that can control a smart home and an AI motion bed by providing necessary information in graphics using sleep tech augmented reality technology through an AI motion bed, which is one of smart furniture. Its purpose is to provide a device and method for tech control.

Other objects of the present invention are not limited to the above-mentioned objects, and other objects not mentioned above will be clearly understood by those skilled in the art from the description below.

An apparatus for controlling sleep tech using AR technology in a smart home environment according to the present invention for achieving the above object is an AI motion bed that is automatically controlled based on data collected through an IoT sensor; AI motion bed management control unit that collects and processes IoT sensor data and detects IoT sensor status, manages and controls the AI motion bed, and automatically adjusts the angle of the AI motion bed; Big data processing and management unit that collects and analyzes IoT sensor data, stores the analyzed data, and performs visualization processing; A user-customized recommendation control processing unit that classifies and predicts a user's sleep pattern, performs sleep pattern- and prediction-based bed control, analyzes a sleep environment state, and provides user-customized AR-based content; and a smart device that collects user profiles, monitors sleep environments and conditions in real time, provides remote control and management, and provides customized UI/UX, and provides visualized data to users.

Here, the AI motion bed management control unit includes an IoT sensor data collection processing unit for IoT sensor data collection processing, an IoT sensor state detection unit for detecting IoT sensor status, and a motion bed control unit for AI motion bed management control, automatically It is characterized in that it includes an automatic angle adjuster for performing angle adjustment of the motion bed.

In addition, the big data processing and management unit analyzes the data collected from the sensor data collection unit and the sensor data collection unit that collects sensor data attached to the AI motion bed through the AI motion bed management control unit, and the sleep environment and the sleep of the sleeper It is characterized in that it includes a sensor data analysis unit that analyzes the state, an analysis data storage unit that stores the data analyzed by the sensor data analysis unit, and a visualization processing unit that visualizes the data analyzed by the sensor data analysis unit.

In addition, the sensor data collection unit collects and stores sensor data hourly to collect and store the sleeper's temperature and sound information hourly, and the temperature state is measured by the temperature sensor attached to the outside of the mattress to measure the sleeping person's temperature and indoor temperature. It is characterized by measuring the temperature and collecting data for predicting the optimal mattress temperature.

And the user-customized recommendation control processing unit, a user sleep pattern classification and prediction unit for classifying and predicting user sleep patterns, and a sleep pattern and prediction base for AI motion bed control based on the sleep patterns and predictions of the user sleep pattern classification and prediction unit It is characterized in that it includes a bed controller, an environmental state analyzer that analyzes a sleep environment state, and an AR-based content provider that provides user-customized AR-based content based on the analysis result of the environment state analyzer.

And the AR-based content provider creates applications based on Unity for the use of 3D modeling and augmented reality technology, implements UI production, 3D modeling control, Arduino sensor control through Unity, and 3D modeling made using Sketchup. into Unity and using the 'Adunity' tool to control the Arduino sensors.

In addition, it is characterized in that the Android app is built using Unity so that the application can be run in the Android environment.

In addition, the application of the smart device includes a profile collection unit for collecting a user profile including personal gender and body information and situation information, a real-time monitoring unit for monitoring the user's sleep environment and sleep condition in real time, and a real-time monitoring according to It is characterized in that it includes a remote control and management unit for remote control and management, a customized UI/UX providing unit for providing a customized UI/UX to users, and a data visualization providing unit for visualizing and providing data.

And the user-customized recommendation control processing unit uses the bed surface temperature for sleep pattern and prediction-based bed control, weights for each user's body temperature, indoor temperature, and outdoor temperature, and the temperature as much as the user's additional propensity value to the bed surface temperature derived using this It is characterized in that it adjusts and corrects the resulting value to fit into the actual range.

In order to achieve another object, a method for controlling sleep tech using AR technology in a smart home environment according to the present invention includes collecting data and surrounding environment information detected by sensors during sleep and a user profile; analyzing and processing the sensor data and user profile, and storing the processed user profile and sensor data information in a repository; Processing and processing data to provide a personalized sleep service based on user profile and sensor data; Transmitting a user profile including personal context information to a big data processing and management system for a customized AI motion bed when using a service; And analyzing and processing the transmitted information and searching for an optimized sleep situation, performing mash-up processing with user and surrounding environment information, and adapting the mash-up content to the user's smart device and AI motion bed to provide an optimized sleep environment for the user; includes
Collecting user profile and data detected by sensors during sleep and surrounding environment information; Analyzing and processing sensor data and user profile; Storing processed user and sensor data information in a repository; Personalizing user and sensor data Step of data processing and processing to provide sleep service; Transmitting profile and situation information to big data processing and management system for customized AI motion bed when using service; Analyzing and processing the transmitted information and optimizing sleep Retrieving the situation, processing the mash-up with user and surrounding environment information, and adapting the mash-up content to the user's smart device and AI motion bed to provide an optimized sleep environment for the user; characterized in that it includes.

And for customized AI motion bed control, the bed surface temperature,

Calculated as, where, is the body temperature weight, is the room temperature weight, is the outdoor temperature weight, a + b + c = 1, T _{Bed Surface} is the bed surface temperature, T _body is the body temperature, T _indoor is the indoor temperature, T _outdoor is the outdoor temperature, is the average value of the values changed by the user at the optimal bed temperature, is a seasonal temperature difference correction value.

In addition, in the step of providing the user with an optimized sleep environment by adapting the mash-up content to the user's smart device and AI motion bed, an application is created based on Unity for the use of 3D modeling and augmented reality technology, and UI through Unity It is characterized by implementing production, 3D modeling control, Arduino sensor control, importing 3D modeling made using Sketchup to Unity, and using the 'Ardunity' tool to control Arduino sensors.

As described above, the apparatus and method for controlling sleep tech using AR technology in a smart home environment according to the present invention have the following effects.

First, the intuitiveness of smart home control is enhanced through smart home modeling, and user-customized content and information can be provided using AR technology.

Second, it collects big data from IoT sensors attached to the bed, analyzes and provides sleep environment data optimized for the sleep state and sleep environment of the sleeper, provides an effective sleep experience, and predicts sleep patterns.

Third, improve the intuitiveness and convenience of smart home control applications to provide a more familiar smart home environment to users, and to provide more personalized services by grafting artificial intelligence technology.

Fourth, it is possible to build a smart home application system that can control the sleep tech function using augmented reality and motion bed to help sleep for the increasing number of patients with sleep disorders.

Fifth, a house-shaped 3D model is displayed on the screen so that intuitive information can be provided through augmented reality and 3D modeling, and the user can directly touch and control the model.

Sixth, by using SleepTech augmented reality technology through AI motion bed, which is one of the smart furniture, necessary information is provided graphically so that smart home and AI motion bed can be controlled.

1a and 1b are overall configuration diagram and smart home configuration diagram of a device for controlling sleep tech using AR technology in a smart home environment according to the present invention
1c and 1d are examples of a Unity production screen and an Adunity configuration screen for 3D modeling
2 is a configuration diagram of a visualization API module according to an embodiment of the present invention
3 is a configuration diagram of profile exchange between a profile repository and a mobile device according to an embodiment of the present invention.
4 is a configuration diagram showing an example of a quality analysis module reflecting user feedback;
5 is a configuration diagram showing an example of Cascade-hybrid (sequential mixing) algorithm processing
6 is a configuration diagram showing an example of a gesture input interface according to the present invention;
7 is a configuration diagram of (a) a smart home application interface, (b) a smart home model, and (c) a sleep tech control using AR technology through a real house model.
8a and 8b are flowcharts showing a method for controlling sleep tech using AR technology in a smart home environment according to the present invention.
9a to 9d are graphs showing seasonal bed temperature control characteristics through sleep tech control using AR technology in a smart home environment according to the present invention
10 is a graph of seasonal bed temperature change through sleep tech control using AR technology in a smart home environment according to the present invention

Hereinafter, a preferred embodiment of a device and method for controlling sleep tech using AR technology in a smart home environment according to the present invention will be described in detail.

Features and advantages of the apparatus and method for controlling sleep tech using AR technology in a smart home environment according to the present invention will become clear through a detailed description of each embodiment below.

1A and 1B are overall configuration diagrams and smart home configuration diagrams of a device for controlling a sleep tech using AR technology in a smart home environment according to the present invention.

An apparatus and method for controlling sleep tech using AR technology in a smart home environment according to the present invention enhances the intuitiveness of smart home control through smart home modeling and provides user-customized content and information using AR technology. it did

To this end, it may include a configuration that provides an optimized sleep environment to users by introducing an AI-based bed into a smart home environment and provides a customized AI motion bed platform that can be efficiently managed.

In addition, it may include a platform service and system configuration for providing a customized sleep environment optimized for users and smart home environments by utilizing big data/artificial intelligence technology.

The present invention includes a configuration that analyzes the sleep state (time, temperature, etc.) and situation (sleep, rest, etc.) of the sleeper by using artificial intelligence technology for big data collected by IoT sensors, and provides user-customized content/information. can do.

Sleeptech control using AR technology in a smart home environment according to the present invention largely includes the configuration of [control through AR] and [control through modeling].

Control through AR can provide information about objects or spaces within a space, provide various additional information through markers, and provide various information that shapes images, and can be used as content in a spatial configuration that requires a high level of immersion. to use the characteristic.

For example, when a specific image is scanned through a camera, various information appears on the screen in graphic form. When a QR code on a bed is scanned, temperature, humidity information, alarm, and tilt settings are displayed graphically, and touch them. By doing so, it is possible to control in the form of alarm setting, tilt setting, etc.

In addition, control through modeling is to enhance the intuitiveness of smart home control applications, and the shape of the house is displayed on the screen as a 3D model so that necessary information can be grasped intuitively.

The apparatus for controlling sleep tech using AR technology in a smart home environment according to the present invention is based on data collected through an IoT sensor, as shown in FIG. 1a, Automatically controls the temperature, height, tilt, etc. An AI motion bed 10 that collects and processes IoT sensor data and detects the state of the IoT sensor, manages and controls the AI motion bed, and performs automatic angle adjustment An AI motion bed management control unit 20 and IoT sensor data The big data processing and management unit 30 that collects and analyzes, stores the analyzed data, and performs visualization processing, classifies and predicts user sleep patterns, performs sleep pattern and prediction-based bed control, and analyzes sleep environment conditions. A user-customized recommendation control processing unit 40 that provides user-customized AR-based content, collects user profiles, monitors sleep environments and conditions in real time, provides remote control and management and customized UI/UX, and provides data to users. It includes a smart device 50 that visualizes and provides.

Here, the AI motion bed management control unit 20 includes an IoT sensor data collection processing unit 21 for IoT sensor data collection processing, an IoT sensor state detection unit 22 for detecting IoT sensor status, and motion bed management control. It includes a motion bed controller 23 and an automatic angle adjuster 24 that automatically adjusts the angle of the moshan bed.

In addition, the big data processing and management unit 30 collects sensor data attached to the AI motion bed through the AI motion bed management control unit 20, and the sensor data collection unit 31 collects data from the sensor data collection unit 31 A sensor data analyzer 32 that analyzes the received data to analyze the sleep environment and the sleep state of the sleeper, an analysis data storage unit 33 that stores the data analyzed by the sensor data analyzer 32, and sensor data analysis A visualization processing unit 34 visualizing the data analyzed in unit 32 is included.

Here, the sensor data collection unit 31 collects and stores sensor data hourly in order to collect and store the temperature and sound information of the sleeping person hourly with the sensor, and the temperature state is measured through the temperature sensor attached to the outside of the mattress. By measuring the temperature of the chair and the room temperature, data can be collected to predict the optimal mattress temperature.

In addition, the user-customized recommendation control processing unit 40 includes a user sleep pattern classification and prediction unit 41 that classifies and predicts a user sleep pattern, and sleep pattern and prediction-based bed control of the user sleep pattern classification and prediction unit 41 A sleep pattern and prediction-based bed control unit 42 that analyzes sleep environment conditions, an environment status analysis unit 43 that analyzes sleep environment conditions, and AR that provides user-customized AR-based content based on the analysis results of the environment status analysis unit 43 A base content providing unit 44 is included.

In addition, the application of the smart device 50 includes a profile collection unit 51 that collects user profiles such as individual gender and body information and situation information, and a real-time monitoring unit 52 that monitors the user's sleep environment and sleep condition in real time. ), a remote control and management unit 53 for remote control and management according to real-time monitoring, a customized UI / UX providing unit 54 that provides a customized UI / UX to users, and visualizes data, and data visualization It includes a provision unit 55 .

The present invention utilizes a device for sleep tech control using AR technology in a smart home environment having such a configuration, so that lights can be turned off and on through the application of the smart device 50, windows can be opened and closed, and outing It builds an environment in which the mode can be activated, an alarm can be sounded, and other built-in elements can be controlled in the future.

In addition, the SleepTech technology that manages the AI motion bed can be controlled on the smart home control application, and in this regard, the necessary information is displayed on the screen using augmented reality next to the AI bed, and through interaction with augmented reality It also allows for schedule control.

In the smart home environment according to the present invention, the configuration of the smart home for sleep tech control using AR technology is largely applied to AR, IoT, and Modeling technologies, as shown in FIG. 1B.

AR can be implemented using a tool called Unity, IoT can be implemented using an Arduino, and Modeling can be implemented using a tool called SketchUp, but is not limited thereto.

(AR)Unity is an application development tool that enables the use of augmented reality, (IoT)Arduino is a control tool for sensors to control real models, and (Modeling)SketchUp is a tool that creates modeling to be used in smart home applications. .

In the present invention, when lights, beds, etc. are scanned through the camera screen, AR, in which various information is graphically provided to the UI, is implemented using Unity, and various sensors (IoT) attached to the smart home model are implemented using Arduino. implement

In addition, since the 3D-based house modeling needs to appear on the screen, it is created and implemented using the SketchUp tool, a 3D design software.

1c and 1d are examples of a Unity production screen and an Adunity configuration screen for 3D modeling.

Figure 1c shows creating an application through Unity.

Produce applications based on Unity for the use of 3D modeling and augmented reality technology. UI production, 3D modeling control, and Arduino sensor control are implemented through Unity.

The 3D modeling created using Sketchup is imported into Unity, and the 'Adunity' tool is used to control the Arduino sensors attached to the actual model.

Figure 1d is a screen showing the configuration of Arduino, enabling Arduino to be controlled on Unity. And build an Android app using Unity so that the application can run in the Android environment.

2 is a configuration diagram of a visualization API module according to an embodiment of the present invention.

The present invention is provided with an information data analysis module, a data generation module, a graph generation module, and an information visualization generation module for refining and analyzing data collected for big data analysis (noise monitoring, temperature and humidity, and IoT device state data, etc.) Contains the visualization API module.

The visualization API module refines and analyzes structured/unstructured data of big data collected through AI motion bed sensors, and analyzes and visualizes collected data through specification and definition of structured and unstructured data. UI/UX/API It is a module.

3 is a configuration diagram of a profile exchange between a profile repository and a mobile device according to an embodiment of the present invention.

The present invention includes a profile exchange configuration for efficiently and safely exchanging and managing profiles between a profile repository and a mobile device.

The profile exchange configuration includes configurations related to profile provision methods such as content customization, profile dynamic creation, metadata configuration, dynamic transmission, and user setting for efficient profile processing.

The present invention includes a quality analysis module reflecting user feedback.

4 is a configuration diagram illustrating an example of a quality analysis module reflecting user feedback.

The quality analysis module includes a sleep quality data structuring module, a quality information data generation module, a graph generation module, and a quality analysis document generation module, and reconstructs, analyzes, and processes profiling information through user feedback.

Since user feedback is highly subjective and has meaning in itself, it is desirable to filter and process feedback information in the processing step, and perform analysis and processing based on sleep quality information on the sleep environment among user feedback.

5 is a configuration diagram showing an example of Cascade-hybrid (sequential mixing) algorithm processing.

The present invention uses a learnable customized recommendation algorithm using artificial intelligence (AI) technology and controls the motion bed and surrounding IoT devices based on the generated user profile to provide a customized sleep environment optimized for the user. .

Through this, customized recommendations that can be learned using artificial intelligence technology, pattern predictions are made according to analyzed situations such as user sleep patterns and weather, temperature and humidity, and illumination intensity and temperature according to conditions before, during, and after sleep for comfortable sleep. , humidity, alarm time, etc. can be arbitrarily adjusted by the user.

In the present invention, as an embodiment, a cascade-hybrid algorithm that is processed in the order of profile processing and generation, response to new patterns, collaborative deep learning, rule-based filtering, and feedback processing may be used, but is not limited thereto.

6 is a configuration diagram illustrating an example of a gesture input interface according to the present invention.

In the present invention, in order to support AI motion bed real-time monitoring and remote control through mobile application UI / UX required to provide customized content / information, the mobile application provides AI motion bed monitoring and control scenarios, interface input / output configuration, and adaptive user self-organization interface , Responsive UI for automatic UI switching according to devices, input/output configuration based on touch interface, adaptive user self-organization interface, and gesture input interface can be provided.

The execution of the smart home application according to the present invention will be described as follows.

7 is a configuration diagram of sleep tech using AR technology through (a) a smart home application interface, (b) a smart home model, and (c) a real house model.

When the smart home application is executed for the first time, the screen of FIG. 7 (a) is displayed to the user.

To control the SleepTech, the user has to press the model button to enter the smart home model into virtualization. After this, the user can enlarge the bed model and click the bed-related furniture to control the SleepTech.

Click the scan button to control the sleep tech using augmented reality.

After that, if you look at the actual bed model through the smartphone camera, you can see the bed condition information related to Sleep Tech on the bed model and can directly control temperature, humidity, tilt, and brightness.

As such, the present invention can intuitively provide information by displaying necessary information in graphic form by floating a 3D-based house model and using augmented reality technology, and introducing sleep technology to control a motion bed to improve sleep You can effectively manage your environment.

8A and 8B are flowcharts illustrating a method for controlling a sleep tech using AR technology in a smart home environment according to the present invention.

In the method for controlling sleep tech using AR technology in a smart home environment according to the present invention, first, data that can be collected from a mobile device (personal gender and body information, situation information) input and data detected by sensors during sleep and surroundings Collect environmental information (state of smart home, such as temperature/humidity, illumination, etc.) (S801)

Subsequently, sensor data and user profiles are analyzed and processed, and the processed user and sensor data information is stored in a repository (S802).

And processing and processing of user and sensor data to provide personalized sleep service. (S803)

Then, when using the service, the profile and context information are transmitted to the big data processing and management system for the customized AI motion bed. (S804)

Then, the transmitted information is analyzed and processed, and an optimized sleep situation is searched (S805).

Then, to provide customized information, user and surrounding environment information and mash-up processing are performed, and the mash-up content is adapted to the user's smart device and AI motion bed, and provides an optimized sleep environment to the user. (S806)

According to the method for controlling sleep tech using AR technology in a smart home environment according to the present invention, it is possible to control windows and air conditioners according to weather.

For example, it inputs the optimal humidity and temperature according to the weather value in advance, receives the weather information, opens or closes the windows depending on the situation, and turns on or off the air conditioner, dehumidifier, and humidifier to provide the user with the optimal environment. can do.

In addition, when the wake-up time is set, the bed is tilted at that time and other devices are operated to help wake-up.

In addition, in order to control devices during or just before bedtime, it is possible to control devices through modeling or AR using an app without moving separately.

In addition, customers' profiling information (requirements for providing an optimal sleep environment in a specific environment and condition) is provided, and after understanding according to the sleep condition, it is possible to deal with it accordingly.

If a specific decibel is repeated by installing sensors, it is determined that it is snoring, and simple measurements such as tilting the bed by 30 degrees and corresponding actions are possible.

In a smart home environment according to the present invention, a detailed description of seasonal bed temperature control characteristics through sleep tech control using AR technology is as follows.

9A to 9D are graphs showing seasonal bed temperature control characteristics through sleep tech control using AR technology in a smart home environment according to the present invention.

There are four major temperature factors that affect sleep: bed surface temperature, body temperature, indoor temperature, and outdoor temperature.

In order to provide the most suitable bed surface temperature in SleepTech, the weight for each user's body temperature, indoor temperature, and outdoor temperature and the temperature of the bed surface obtained using this are adjusted by the user's additional propensity value, and the result is adjusted to the actual range. It needs a process to correct it.

Expressing this in a formula is as follows:

here, is the body temperature weight, is the room temperature weight, is the outdoor temperature weight, a + b + c = 1, T _{Bed Surface} is the bed surface temperature, T _body is the body temperature, T _indoor is the indoor temperature, T _outdoor is the outdoor temperature, is the average value of the values changed by the user at the optimal bed temperature, is the seasonal temperature difference correction value

Table 1 shows an example of user data settings for setting an appropriate bed temperature.

The elements of the data set are the final result obtained by reflecting the average value of the values additionally changed by the user to the appropriate temperature, which is the value obtained using weights for body temperature, indoor temperature, and outdoor temperature, which are different for each user.

10 is a graph of seasonal bed temperature change through sleep tech control using AR technology in a smart home environment according to the present invention, and the results of FIGS. 9a to 9d are visualized and shown.

It can be seen that it is almost consistent with the temperature known as the appropriate bed temperature for each season.

The apparatus and method for controlling sleep tech using AR technology in a smart home environment according to the present invention described above expresses a 3D-based house model and displays necessary information on the screen in graphic form using augmented reality technology, thereby providing intuitive information can be provided, and the sleep environment can be efficiently managed by introducing the SleepTech technology that controls the motion bed.

As described above, it will be understood that the present invention is implemented in a modified form without departing from the essential characteristics of the present invention.

Therefore, the specified embodiments should be considered from an explanatory point of view rather than a limiting point of view, and the scope of the present invention is shown in the claims rather than the foregoing description, and all differences within the equivalent range are considered to be included in the present invention. will have to be interpreted

10. AI motion bed
20. AI motion bed management control unit
30. Big data processing and management department
40. User-customized recommendation control processing unit
50. Smart Devices

Claims (12)

AI motion bed automatically controlled based on data collected through IoT sensors;
AI motion bed management control unit that collects and processes IoT sensor data and detects IoT sensor status, manages and controls the AI motion bed, and automatically adjusts the angle of the AI motion bed;
Big data processing and management unit that collects and analyzes IoT sensor data, stores the analyzed data, and performs visualization processing;
A user-customized recommendation control processing unit that classifies and predicts a user's sleep pattern, performs sleep pattern- and prediction-based bed control, analyzes a sleep environment state, and provides user-customized AR-based content; and
Including a smart device that collects user profiles, monitors sleep environment and status in real time, provides remote control and management, and provides customized UI / UX, and provides visualized data to users,
For customized AI motion bed control, the bed surface temperature,
to control,
here, is the body temperature weight, is the room temperature weight, is the outdoor temperature weight, a + b + c = 1, T _{Bed Surface} is the bed surface temperature, T _body is the body temperature, T _indoor is the indoor temperature, T _outdoor is the outdoor temperature, is the average value of the values changed by the user at the optimal bed temperature, Device for sleep tech control using AR technology in a smart home environment, characterized in that the seasonal temperature difference correction value. The method of claim 1, wherein the AI motion bed management control unit,
An IoT sensor data collection processing unit that collects and processes IoT sensor data;
An IoT sensor state detection unit that detects the state of the IoT sensor;
A motion bed control unit for AI motion bed management control;
A device for controlling sleep tech using AR technology in a smart home environment, characterized in that it includes an automatic angle adjuster that automatically adjusts the angle of the motion bed. The method of claim 1, wherein the big data processing and management unit,
A sensor data collection unit that collects sensor data attached to the AI motion bed through the AI motion bed management control unit;
A sensor data analysis unit that analyzes the data collected by the sensor data collection unit to analyze the sleep environment and sleep state of the sleeper;
An analysis data storage unit for storing the data analyzed by the sensor data analysis unit;
A device for controlling sleep tech using AR technology in a smart home environment, comprising a visualization processing unit for visualizing the data analyzed by the sensor data analysis unit. The method of claim 3, wherein the sensor data collection unit,
Collect and store sensor data hourly to collect and store the temperature and sound information of the sleeping person hourly with the sensor,
The temperature state measurement measures the temperature of the sleeping person and the room temperature through a temperature sensor attached to the outside of the mattress and collects data to predict the optimal mattress temperature. Sleep Tech using AR technology in a smart home environment. device for control. The method of claim 1, wherein the user-customized recommendation control processing unit,
A user sleep pattern classification and prediction unit for classifying and predicting user sleep patterns;
A sleep pattern and prediction-based bed control unit that performs AI motion bed control based on the sleep pattern and prediction of the user sleep pattern classification and prediction unit;
an environmental state analysis unit that analyzes a sleep environment state;
A device for controlling sleep tech using AR technology in a smart home environment, comprising an AR-based content providing unit that provides user-customized AR-based content based on the analysis result of the environmental state analysis unit. The method of claim 5, AR-based content providing unit,
Produce applications based on Unity for the use of 3D modeling and augmented reality technology, implement UI production, 3D modeling control, Arduino sensor control through Unity,
A device for controlling SleepTech using AR technology in a smart home environment, characterized by using the 'Adunity' tool to import 3D modeling made using Sketchup into Unity and control Arduino sensors. [Claim 7] The device for controlling SleepTech using AR technology in a smart home environment according to claim 6, wherein the Android app is built using Unity so that the application can be run in the Android environment. The method of claim 1, wherein the application of the smart device,
A profile collection unit that collects user profiles including personal gender, body information, and situation information;
A real-time monitoring unit that monitors the user's sleep environment and sleep condition in real time;
A remote control and management unit for remote control and management according to real-time monitoring;
A device for controlling sleep tech using AR technology in a smart home environment, comprising a customized UI / UX providing unit that provides a customized UI / UX to a user and a data visualization providing unit that visualizes and provides data. The method of claim 1, wherein the user-customized recommendation control processing unit controls the bed surface temperature for sleep pattern and prediction-based bed control,
In a smart home environment, which is characterized by adjusting the temperature by the user's additional propensity value to the weight of the user's individual body temperature, indoor temperature, and outdoor temperature and the bed surface temperature obtained using this, and correcting the resulting value to fit within the actual range. A device for controlling sleep tech using AR technology. Collecting data sensed by a user profile, sleep sensor, and surrounding environment information;
analyzing and processing the sensor data and user profile, and storing the processed user profile and sensor data information in a repository;
Processing and processing data to provide a personalized sleep service based on user profile and sensor data;
Performing big data processing for a customized AI motion bed and transmitting a user profile including personal context information to a management system when using a service; and
Analyzing and processing the transmitted information, searching for an optimized sleep situation, processing mash-up with user and surrounding environment information, and adapting the mash-up content to the user's smart device and AI motion bed to provide an optimized sleep environment for the user. and
For customized AI motion bed control, the bed surface temperature,
to control,
here, is the body temperature weight, is the room temperature weight, is the outdoor temperature weight, a + b + c = 1, T _{Bed Surface} is the bed surface temperature, T _body is the body temperature, T _indoor is the indoor temperature, T _outdoor is the outdoor temperature, is the average value of the values changed by the user at the optimal bed temperature, A method for controlling sleep tech using AR technology in a smart home environment, characterized in that is a seasonal temperature difference correction value. delete The method of claim 10, wherein in the step of providing an optimized sleep environment to the user by adapting the mash-up content to the user's smart device and AI motion bed,
Produce applications based on Unity for the use of 3D modeling and augmented reality technology, implement UI production, 3D modeling control, and Arduino sensor control through Unity, and import 3D modeling made using Sketchup to Unity and Arduino A method for controlling sleep tech using AR technology in a smart home environment, characterized by using an 'Adunity' tool to control sensors.

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