Sleep healing cabin control method and system, sleep healing cabin and storage medium

Abstract

The invention relates to a sleep healing cabin control method and system, a sleep healing cabin and a storage medium, and relates to the technical field of sleep healing, and the method comprises the following steps: collecting physiological parameter information of a user; analyzing and processing the physiological parameter information based on a preset artificial intelligence model to obtain target environment parameter information; according to the target environment parameter information, controlling the healing cabin to carry out multi-mode environment output; repeatedly executing the three steps according to a preset period, and detecting whether the user enters a sleep state or not in real time; if yes, multi-mode environment output is stopped after preset interval time; and writing the physiological parameter information and the environmental parameter information into a user file. According to the application, multi-dimensional sensory experience of simulating a real environment is realized, so that the sleep healing effect is improved.

Description

Technical Field

[0001] The present application relates to the field of sleep therapy technology, and in particular to a sleep therapy cabin control method and system, a sleep therapy cabin, and a storage medium. Background Art

[0002] With the accelerating pace of life and increasing psychological pressure, the number of people suffering from sleep disorders is increasing year by year. Difficulty falling asleep and waking up easily from light sleep are particularly common. To alleviate these problems, a variety of sleep-aiding technologies have emerged on the market.

[0003] Currently, common sleep-aiding methods include sound therapy (such as playing white noise, natural sounds, etc.), guided meditation, breathing training, and sleep-inducing guidance. These methods mainly act on the user's nervous system through a single sensory channel and lack multimodal fusion effects, resulting in poor user immersion. In addition, although virtual reality (VR) technology has been tried in recent years in psychotherapy and sleep-aiding scenarios, it still cannot meet the high requirements of sleep scenarios for continuity and comfort due to the bulky equipment, discomfort in wearing, and lack of feedback from channels such as touch and smell. On the other hand, some sleeping cabin products have also tried to introduce simple environmental simulation methods such as visual lighting and sound effects, but the system integration is low and lacks the ability to perceive the user's status in real time and adjust dynamically. Basic sleeping cabins can only provide sound insulation and temperature control functions, and the environmental content cannot be adjusted according to user feedback.

[0004] The above-mentioned related technologies are unable to provide a multi-dimensional sensory experience of a real environment, resulting in poor sleep therapy effects for users. Summary of the Invention

[0005] In order to simulate the multi-dimensional sensory experience of a real environment to improve the sleep therapy effect, the present application provides a sleep therapy cabin control method, system, sleep therapy cabin and storage medium.

[0006] In a first aspect, the present application provides a method for controlling a sleep therapy cabin, which adopts the following technical solutions: A sleep therapy cabin control method, comprising: Collecting user's physiological parameter information; Analyze and process physiological parameter information based on a preset artificial intelligence model to obtain target environmental parameter information; Control the healing cabin to output multimodal environment according to target environment parameter information; Repeat the above three steps according to the preset cycle and detect in real time whether the user enters the sleep state; If so, stop outputting the multimodal environment after a preset interval; Write physiological parameter information and environmental parameter information into the user profile.

[0007] By adopting the above-mentioned technical solution, it is possible to analyze and process the physiological parameter information of the user according to the preset artificial intelligence model to obtain the target environmental parameter information for controlling the healing cabin, and to output the corresponding multimodal environment according to the target environmental parameter information, thereby providing a multi-dimensional sensory experience simulating the real environment to improve the sleep healing effect.

[0008] Optionally, feature extraction is performed on the physiological parameter information to obtain parameter feature values ​​reflecting the user's current neural activity; Input the parameter characteristic value into the preset excitement model to calculate the user's current excitement value; Adjust the output of a multimodal environment based on the excitement value.

[0009] By adopting the above technical solution, by extracting features from physiological parameter information and obtaining the excitement value according to a preset excitement model, the multimodal environment output can be adjusted based on the excitement value, so that the content output by the multimodal environment is more in line with the user's current emotional state, so as to achieve better sleep therapy.

[0010] Optionally, the step of adjusting the multimodal environment output based on the excitement value includes: Compare the excitement value with the preset emotion list to obtain the emotional state corresponding to the excitement value, where the emotional state includes excitement, sadness, and calmness; When the emotional state is high, the healing cabin is controlled to output a low-activity environment, which is used to reduce the user's excitement value; When the emotional state is sad, the healing cabin is controlled to output a high-activity environment. The high-activity environment output is used to increase the user's excitement value; According to the changing trend of the excitement value, the intensity of the environmental output is dynamically reduced to make the user's excitement value tend to the excitement value corresponding to calm emotions.

[0011] By adopting the above technical solution, by comparing the excitement value with the preset emotion list and identifying the corresponding emotional state, the healing cabin can be controlled to output different active environments based on the emotional state, thereby achieving targeted adjustment of the user's emotional state, and the environmental output intensity of the healing cabin can be adjusted based on the changing trend of the excitement value, thereby achieving a continuous adjustment effect that adapts to the user's emotional changes and improves the effectiveness of sleep therapy.

[0012] Optionally, the steps for controlling the healing cabin to output a high-activity environment include: Controlling the healing cabin to output an interactive environment and guiding the user through a preset interaction method, wherein the preset interaction method includes at least one of voice interaction, gesture interaction, and touch interaction; Adjust the current interactive environment output based on the user's response behavior and physiological parameter changes during the interaction process; When the excitement value approaches the excitement value corresponding to the calm emotion, the healing cabin is controlled to smoothly switch the interactive environment output to the non-interactive environment output.

[0013] By adopting the above technical solution, when the user is in a sad emotional state, the user's participation and excitement can be gradually improved with the help of interactive environment output, and the current interactive environment output can be adjusted in combination with the user's response behavior and changes in physiological parameters to increase the user's excitement value. When the excitement value tends to the excitement value corresponding to a calm emotion, it is smoothly switched to the non-interactive environment output, which helps to maintain emotional stability and guide the user into a sleep state, thereby improving the overall effect of sleep therapy.

[0014] Optionally, during the healing process, the healing cabin is controlled to smoothly switch between several multimodal environment output modes; In each multimodal environment output mode, the user's physiological parameter information is recorded in real time; Evaluate the user's physiological parameter information in different multimodal environment output modes according to preset indicators; Based on the evaluation results, identify the differences in users' physiological responses under different multimodal environment output modes; Based on the physiological response differences, determine the target environment output mode that matches the user in the current treatment process, and use the target environment output mode as the user's preferred environment output mode; Write the preferred environment output mode to the user profile.

[0015] By adopting the above technical solution, it is possible to obtain physiological response differences based on the switching of multiple multimodal environmental output modes, and obtain the target environmental output mode based on the physiological response differences, and maintain it as the user's preferred environmental output mode, which helps to achieve personalized customization of the multimodal output environment and improve the effectiveness and pertinence of the sleep therapy effect.

[0016] Optionally, obtain the current healing time and determine whether the current healing time is within the preset healing time period based on the user profile; If so, control the healing cabin to use the preferred environment output mode; Lower the temperature in the treatment cabin to the preset lower limit temperature according to the preset cooling speed; According to the preset healing time period, the temperature value is controlled to maintain at the preset lower limit temperature value until the preset healing time is reached; Raise the temperature to the preset upper limit temperature according to the preset heating rate; If not, determine whether the current healing time is a preset short rest period; When the current healing time is a preset short rest period, the environment output mode is controlled according to the preset rest period control method.

[0017] By adopting the above technical solution, when the current healing time is the preset healing time period, the temperature value in the healing cabin is lowered to the preset lower temperature value, so that the user can quickly fall asleep. By maintaining the temperature value at the preset lower temperature value, the user's sleep quality can be improved. By increasing the temperature value by the preset upper temperature value, the probability of the user experiencing sleep inertia during the waking stage can be reduced, thereby helping to achieve overall sleep quality and improve the effect of sleep healing.

[0018] Optionally, the step of controlling the environment output mode according to the preset rest time period control method includes: Get the manually configured healing time and get the short healing time; After a preset time interval, the temperature in the treatment chamber is raised to a preset temporary upper temperature limit according to a preset temporary heating rate; According to the short healing time, the temperature value is controlled to maintain at the preset short upper limit temperature value until the preset short time length is reached; The temperature in the treatment chamber is lowered to the preset short-term lower temperature limit according to the preset short-term cooling speed.

[0019] By adopting the above technical solution, by controlling the temperature based on the manually configured healing time in the short healing mode, the temperature can be raised, maintained and rhythmically adjusted to cool down after a preset time interval, which helps to prevent the user from entering a layer of slow-wave sleep during a short sleep time, thereby reducing the probability of sleep inertia when the user wakes up and achieving a sleep healing effect that quickly restores the spirit.

[0020] In a second aspect, the present application provides a sleep therapy cabin control system, which adopts the following technical solutions: A sleep therapy cabin control system, comprising: An acquisition module is used to obtain physiological parameter information; A memory for storing a program for the sleep therapy cabin control method; The program in the memory can be loaded and executed by the processor to implement the sleep therapy cabin control method.

[0021] By adopting the above-mentioned technical solution, it is possible to analyze and process the physiological parameter information of the user according to the preset artificial intelligence model to obtain the target environmental parameter information for controlling the healing cabin, and to output the corresponding multimodal environment according to the target environmental parameter information, thereby providing a multi-dimensional sensory experience simulating the real environment to improve the sleep healing effect.

[0022] In a third aspect, the present application provides a sleep therapy cabin, which adopts the following technical solutions: A sleep therapy cabin includes a memory and a processor, wherein the memory stores a computer program that can be loaded by the processor and execute any of the methods described above.

[0023] In a fourth aspect, the present application provides a computer storage medium that can store corresponding programs and has the characteristics of facilitating the realization of a multi-dimensional sensory experience simulating a real environment to improve the sleep therapy effect. The following technical solution is adopted: a computer-readable storage medium that stores a computer program that can be loaded by a processor and execute any of the above-mentioned sleep therapy cabin control methods.

[0024] In summary, this application includes at least one of the following beneficial technical effects: It can analyze and process the user's physiological parameter information according to a preset artificial intelligence model to obtain target environmental parameter information for controlling the healing cabin, and can output corresponding multimodal environment according to the target environmental parameter information, thereby providing a multi-dimensional sensory experience that simulates the real environment to improve the sleep healing effect; By extracting features from physiological parameter information and obtaining an arousal value based on a preset arousal model, the multimodal environment output can be adjusted based on the arousal value, making the content of the multimodal environment output more consistent with the user's current emotional state, thereby achieving better sleep therapy; When the user is in a sad emotional state, the interactive environment output can gradually improve the user's participation and excitement, and adjust the current interactive environment output in combination with the user's response behavior and changes in physiological parameters to increase the user's excitement value. When the excitement value tends to the excitement value corresponding to a calm emotion, it smoothly switches to a non-interactive environment output, which helps maintain emotional stability and guide the user into a sleep state, thereby improving the overall effect of sleep therapy. BRIEF DESCRIPTION OF THE DRAWINGS

[0025] Figure 1 It is a flowchart of a sleep therapy cabin control method in an embodiment of the present application.

[0026] Figure 2This is a flow chart of a method for controlling multimodal environment output based on excitement value in an embodiment of the present application.

[0027] Figure 3 This is a flowchart of the steps for adjusting the multimodal environment output based on the excitement value in an embodiment of the present application.

[0028] Figure 4 It is a flowchart of the steps for controlling the healing cabin to output a high-activity environment in an embodiment of the present application.

[0029] Figure 5 It is a flowchart of a method for obtaining a preferred environment output mode in an embodiment of the present application.

[0030] Figure 6 It is a flow chart of a staged temperature control method in an embodiment of the present application.

[0031] Figure 7 It is a flow chart of the steps of controlling the environmental output mode according to the preset rest time period control method in an embodiment of the present application. DETAILED DESCRIPTION

[0032] In order to make the purpose, technical solutions and advantages of this application more clear, the following Figure 1 -Attached Figure 7 It should be understood that the specific embodiments described herein are only used to explain the present application and are not intended to limit the present application.

[0033] The present application embodiment discloses a method for controlling a sleep therapy cabin. Figure 1 , the sleep therapy cabin control method includes: Step S101: collecting the user's physiological parameter information.

[0034] Physiological parameter information refers to data used to provide feedback on the user's current physiological state. Physiological parameter information includes heart rate, respiratory rate, brain waves, and body temperature.

[0035] Among them, heart rate can be obtained through chest-worn biosensors, smart watches, smart rings and other devices; respiratory rate can be obtained through chest-worn biosensors; brain waves can be obtained through head-worn sensors and brain wave monitoring modules; and body surface temperature can be obtained through temperature sensors.

[0036] After obtaining heart rate, respiratory rate, brain waves, and body surface temperature, the above parameters are recorded in a unified manner to form physiological parameter information.

[0037] Step S102: Analyze and process the physiological parameter information based on a preset artificial intelligence model to obtain target environment parameter information.

[0038] The preset artificial intelligence model refers to a model that can process physiological parameter information and generate target environment parameter information. The input parameters of the preset artificial intelligence model are physiological parameter information, and the output of the preset artificial intelligence model is target environment parameter information.

[0039] Target environmental parameter information refers to the set of environmental control parameters used to control the environmental output within the treatment chamber. For example, target environmental parameters are used to control various indicators within the treatment chamber, such as temperature, light intensity, color temperature, sound frequency, volume, airflow, vibration, and aromatherapy type.

[0040] The preset artificial intelligence model is obtained through training based on a large amount of user sample data. Each set of sample data includes physiological parameter information and target environment parameter information. The physiological parameter information is input as input parameters into the artificial intelligence model for training. The output target environment parameter information is compared with the manually labeled target environment parameter information to obtain the loss value. The loss value is then transferred back to the artificial intelligence model through the error back propagation algorithm to optimize the artificial intelligence model. The above training steps are repeated until the loss value is less than the preset loss value, thereby obtaining the preset artificial intelligence model.

[0041] Step S103: Controlling the healing cabin to output a multimodal environment according to the target environment parameter information.

[0042] Multimodal environmental output refers to the use of multiple environmental outputs to coordinate the construction of a simulated environment within the healing cabin to assist users in entering a sleep state. Multiple environmental outputs include: visual output, auditory output, olfactory output, temperature output, airflow output, and tactile output.

[0043] After obtaining the target environmental parameters, the healing cabin can be controlled according to the target environmental parameter information to perform multimodal environmental output.

[0044] Visual Output Control: The healing pod features a fully enclosed enclosure with a surround display composed of multiple seamlessly connected LED screens. A projector with adjustable focus is mounted on the top to enhance the depth of field. The surround display and projector render scenes based on target environmental parameters, such as forest, seaside, and space. The overall brightness and color temperature within the pod can be adjusted, for example, setting the color temperature to 2000K creates a dim atmosphere, and the brightness gradually changes over time to simulate a sunset.

[0045] Auditory output control: The healing cabin is equipped with multi-channel speakers that can form stereo sound and play natural environmental sounds such as rain, insects, wind, background music, etc., and output corresponding sounds according to the target environmental parameter information.

[0046] Olfactory output control: The healing cabin is equipped with an atomizing aromatherapy diffuser that can release appropriate odors. The specific type of odor is determined by the target environmental parameter information.

[0047] Temperature output control: The healing cabin is connected to an air conditioner, and the temperature inside the healing cabin can be adjusted by the air conditioner. The specific temperature inside the healing cabin depends on the specific parameters of the target environmental parameter information.

[0048] Airflow output control: Several groups of axially arranged and rotatable micro fans are installed in the healing cabin. The operation of the micro fans is controlled according to the target environmental parameter information to output airflow.

[0049] Tactile output control: The healing cabin is equipped with a multi-channel ultrasonic vibration array that can provide vibration feedback, such as wave simulation, driving simulation, etc.

[0050] Step S104: Repeat the above three steps according to a preset cycle, and detect in real time whether the user enters a sleeping state.

[0051] The preset period is a preset constant and can be adjusted according to actual needs.

[0052] After each preset period, steps S101, S102, and S103 are repeatedly executed, and during the repeated execution, whether the user enters a sleep state is monitored in real time. In particular, whether the user enters a sleep state can be determined by brain waves.

[0053] Step S105: If yes, stop outputting the multimodal environment after a preset interval.

[0054] On the other hand, if the user does not enter the sleep state, the operations of step S101 , step S102 and step S103 are continued to be repeated according to the preset cycle.

[0055] If so, it indicates that the user has entered a sleep state. Based on this situation, the healing cabin is controlled to stop outputting the multimodal environment. After stopping the multimodal environment output, the cabin temperature must still be maintained at the temperature before the multimodal environment output was stopped, and air circulation in the healing cabin must also be maintained.

[0056] Step S106: writing the physiological parameter information and the environmental parameter information into the user profile.

[0057] A user profile refers to a data profile used to record physiological parameter information and environmental parameter information. Each user has a unique user ID.

[0058] During a treatment process, the physiological parameter information and environmental parameter information of different time periods are written into the user file with corresponding timestamps for subsequent retrospective analysis.

[0059] By adopting the above-mentioned technical solution, it is possible to analyze and process the physiological parameter information of the user according to the preset artificial intelligence model to obtain the target environmental parameter information for controlling the healing cabin, and to output the corresponding multimodal environment according to the target environmental parameter information, thereby providing a multi-dimensional sensory experience simulating the real environment to improve the sleep healing effect.

[0060] In the following embodiment, the user may be in the process of healing, and may be in a state of excitement or sadness. If conventional multimodal environment output is performed, the effect of sleep healing on the user will be poor. In order to improve the above problem, the embodiment of the present application provides a method for controlling the multimodal environment output based on the excitement value. Figure 2 , the method comprising: Step S201: extracting features from physiological parameter information to obtain parameter feature values ​​reflecting the user's current neural activity.

[0061] Neural activity refers to the degree of excitement of the user's nervous system and can reflect the user's current emotional state.

[0062] Feature extraction is performed on each heart rate, respiratory rate, brain wave, and body surface temperature in the physiological parameter information to obtain corresponding eigenvalues, which are then integrated to obtain parameter eigenvalues.

[0063] Step S202: Input the parameter characteristic value into the preset excitement model to calculate the user's current excitement value.

[0064] The preset excitement model is a model that processes parameter feature values ​​and generates excitement values. The input parameters of the preset excitement model are the parameter feature values, and the output of the preset excitement model is the excitement value. The training process of the preset excitement model can refer to the training steps of the preset artificial intelligence model in step S102.

[0065] The excitement value is used to represent the user's neural activity value. It is a scalar value that can fall in the range of [0,100]. Among them, the higher the excitement value, the more excited the user is, the lower the excitement value may indicate that the user is in a sad mood, and the moderate excitement value represents a calm state.

[0066] Step S203: Adjust the multimodal environment output based on the excitement value.

[0067] Among them, after obtaining the excitement value, the multimodal environment output can be adjusted according to the excitement value, so that the content of the multimodal environment output is more in line with the current user's emotional state, making the healing effect on the user more ideal. The specific steps of adjusting the multimodal environment output based on the excitement value can be referred to Figure 3 Steps in the embodiment.

[0068] By adopting the above technical solution, by extracting features from physiological parameter information and obtaining the excitement value according to a preset excitement model, the multimodal environment output can be adjusted based on the excitement value, so that the content output by the multimodal environment is more in line with the user's current emotional state, so as to achieve better sleep therapy.

[0069] Reference Figure 3 ,The steps of adjusting the multimodal environment output based on the excitement value include: Step S301: Compare the excitement value with a preset emotion list to obtain the emotional state corresponding to the excitement value, where the emotional state includes excitement, sadness, and calmness.

[0070] The preset emotion list is a list used to reflect the relationship between excitement levels and emotional states. The content of the preset emotion list was obtained by the applicant through extensive experimentation. In this embodiment, an excitement level of [0, 35] indicates sadness, an excitement level of [35, 70] indicates calmness, and an excitement level of (70, 100] indicates excitement.

[0071] Excited emotions refer to a state of high activity, tension, and excitement, which can manifest as anxiety, tension, and excessive joy, leading to difficulty falling asleep. Sad emotions refer to a state of low spirits and lethargy, including depression, loneliness, and disappointment, which can make it difficult to fall asleep. Calm emotions refer to a relatively balanced nervous system, ideal for falling asleep.

[0072] Step S302: When the emotional state is hyperactive, the healing cabin is controlled to output a low-activity environment, and the low-activity environment output is used to reduce the user's excitement value.

[0073] Low-activity environment output means that when the user is in an excited emotional state, the healing cabin adjusts the visual output, auditory output, olfactory output, temperature output, airflow output, and tactile output to output a relatively smooth and soft cabin environment, so as to reduce the user's excitement value and promote the user to enter a calm emotional state and thus enter a sleep state.

[0074] For example, when the user's emotional state is excited, the surround display is controlled to switch to a dark blue deep sea environment with a slowly flowing water ripple animation; low-frequency ocean wave sounds are played, and the volume gradually decreases; the micro fan is controlled to output a soft airflow, and the wind speed is set to 0.2m / s; and the atomizing aromatherapy diffuser is controlled to release a soothing aroma.

[0075] For example, visual output: the surround display surface displays dark natural images (such as the night sky and the deep sea), reducing brightness and color stimulation; auditory output: plays slow-paced ambient sounds (such as the sound of waves and wind); olfactory output: the atomizing aromatherapy diffuser releases soothing fragrance (such as lavender); temperature output: the temperature is controlled to a lower state (for example, 20°C); airflow output: the micro fan outputs a relatively smooth airflow.

[0076] Step S303: When the emotional state is sadness, the healing cabin is controlled to output a high-activity environment, and the high-activity environment output is used to increase the user's excitement value.

[0077] High-activity environment output means that the healing cabin adjusts the visual output, auditory output, olfactory output, temperature output, airflow output, and tactile output according to the user's current sad emotional state, thereby outputting an in-cabin environment with rhythm, brightness, and dynamic feedback to increase the user's excitement value, promote the user to enter a calm emotional state, and thus enter a sleep state.

[0078] For example, when the user's emotional state is sad, the surround display is controlled to play a sunrise forest scene with the sun gradually rising; the sound of birds singing and gurgling water is played; the multi-channel ultrasonic vibration array is controlled to vibrate to simulate a slight ground resonance; the atomizing aromatherapy diffuser is controlled to release lemongrass fragrance to create a fresh atmosphere; the lighting in the cabin gradually increases, and the color temperature is adjusted to 4000K, simulating the morning light penetrating the woods.

[0079] Step S304: Dynamically reduce the intensity of the environment output according to the change trend of the excitement value, so that the user's excitement value tends to the excitement value corresponding to the calm emotion.

[0080] The trend of the excitement value refers to the direction and speed of change of the excitement value over time within a certain time window. The direction of change refers to an increase or decrease in the excitement value, and the speed of change refers to the speed at which the excitement value increases or decreases within the time window.

[0081] The speed of reducing the intensity of the output environment is positively correlated with the change speed, that is, the intensity and change rhythm of multiple environment outputs can be reduced according to the change speed of the excitement value. In this embodiment, the excitement value corresponding to calm emotion is [35, 70].

[0082] By dynamically reducing the intensity of environmental output, the probability of the excitement value changing in the opposite direction due to environmental output when the excitement value changes can be reduced, which helps the user's excitement value tend to the excitement value corresponding to calm emotions.

[0083] By adopting the above technical solution, by comparing the excitement value with the preset emotion list and identifying the corresponding emotional state, the healing cabin can be controlled to output different active environments based on the emotional state, thereby achieving targeted adjustment of the user's emotional state, and the environmental output intensity of the healing cabin can be adjusted based on the changing trend of the excitement value, thereby achieving a continuous adjustment effect that adapts to the user's emotional changes and improves the effectiveness of sleep therapy.

[0084] Reference Figure 4 The steps for controlling the healing chamber to output a high-activity environment include: Step S401: Control the healing cabin to output an interactive environment and guide the user through a preset interaction method, where the preset interaction method includes at least one of voice interaction, gesture interaction, and touch interaction.

[0085] Interactive environmental output refers to providing an interactive mechanism that can respond to user operations or feedback based on environmental output, and can adjust the environmental output content accordingly based on user operations or feedback.

[0086] Preset interaction modes are pre-set in the treatment cabin and are responsive to user actions or feedback. The cabin is equipped with a microphone array and a 3D ToF camera for capturing and recognizing user voice and gestures, respectively. The surround display is touch-sensitive, allowing users to tap on it for touch interaction.

[0087] Exemplarily, when the preset interaction mode is gesture interaction, the surround display surface outputs an interface with a gesture guidance image. When the user follows the gesture guidance image to perform actions, the user's gestures are recognized by the 3DToF camera, and the current surround display surface is adjusted according to the recognition results. For example, in a skiing simulation scene, in the initial stage, a forward sliding gesture image is superimposed in the center of the screen to prompt the user to make corresponding gestures; when the 3DToF camera recognizes that the user makes a sliding gesture, it triggers the scene screen to scroll forward and increase the sense of speed according to the direction and amplitude of the gesture, and cooperates with the micro-fan output to simulate the sense of oncoming wind to enhance the immersive feeling; if the user continues to make a turning action, the direction is determined according to the gesture, and the screen is controlled to tilt left or right to simulate the turning and sliding effect.

[0088] Step S402: adjusting the current interactive environment output based on the user's response behavior and physiological parameter changes during the interaction process.

[0089] Response behavior refers to the corresponding behavioral actions taken by users according to the interactive prompts during the interaction in the healing cabin.

[0090] Physiological parameter changes refer to the values ​​of physiological parameters that change during the user's interaction in the healing cabin.

[0091] Among them, when the emotional state is sad, the control healing cabin gradually increases the interaction frequency of the interactive environment output in the initial stage to stimulate user participation and increase their excitement value. In this process, the user's response behavior and physiological parameter changes are continuously monitored to identify the user's positive reaction to specific interactive content, such as shortened response time of response behavior, increased heart rate, etc., and the current interactive content is used as the potential interactive content preferred by the user.

[0092] For example, in a skiing simulation scene, when the surround display surface presents a picture with a strong sense of speed and is accompanied by voice prompts, the user quickly makes gestures and slides to interact, and his excitement value shows an upward trend, then this type of content is judged as user preferred content, and the presentation frequency of such scenes is automatically increased, the display time is extended, and auxiliary sensory outputs such as wind or background music are enhanced to further increase the user's excitement value.

[0093] Step S403: When the excitement value approaches the excitement value corresponding to the calm emotion, the healing cabin is controlled to smoothly switch the interactive environment output to the non-interactive environment output.

[0094] Non-interactive environment output refers to an environment output that cancels the presentation of interactive elements while continuing the original interactive environment output scene.

[0095] Smooth switching refers to gradually reducing the presentation frequency of interactive elements in the scene with interactive environment output to achieve switching between interactive environment output and non-interactive environment output.

[0096] By adopting the above technical solution, when the user is in a sad emotional state, the user's participation and excitement can be gradually improved with the help of interactive environment output, and the current interactive environment output can be adjusted in combination with the user's response behavior and changes in physiological parameters to increase the user's excitement value. When the excitement value tends to the excitement value corresponding to a calm emotion, it is smoothly switched to the non-interactive environment output, which helps to maintain emotional stability and guide the user into a sleep state, thereby improving the overall effect of sleep therapy.

[0097] In the following embodiment, different users have different preferences for environmental output. If a fixed environmental output is used to cope with different users, the sleep therapy effect will be poor. In order to improve this situation, the embodiment of the present application provides a method for obtaining a preferred environmental output mode. Figure 5 , the method comprising: Step S501: During the healing process, the healing cabin is controlled to smoothly switch between several multimodal environment output modes.

[0098] The healing cabin is pre-programmed with several initial multimodal environmental output modes. After acquiring the user's physiological parameters and obtaining the corresponding target environmental parameters based on a pre-set artificial intelligence model, the initial multimodal environmental output mode is adjusted. During the healing process, the multimodal environmental output modes are smoothly switched, allowing the user's preferred multimodal environmental output mode to be determined in subsequent steps.

[0099] Step S502: In each multimodal environment output mode, the user's physiological parameter information is recorded in real time.

[0100] When recording the user's physiological parameters, the current multimodal output mode parameters and the current timestamp must also be included and written into the database. The purpose of recording is to be used for evaluating the physiological parameters in different multimodal output modes in subsequent steps.

[0101] Step S503: Evaluate the user's physiological parameter information in different multimodal environment output modes according to preset indicators.

[0102] Preset indicators are parameters set by the applicant based on medical standards and after extensive experimentation to assess the user's condition. They represent the user's heart rate, respiratory rate, brain waves, and body temperature when in a calm emotional state. They can be used to determine the user's physiological state, such as relaxation, anxiety, or excitement, in different multimodal environmental output modes. A relaxed physiological state is considered the optimal physiological state for therapeutic treatment.

[0103] Among them, the user's physiological parameter information in different multimodal environment output modes is evaluated according to preset indicators to obtain evaluation results.

[0104] Step S504: Identify differences in the user's physiological responses under different multimodal environment output modes based on the evaluation results.

[0105] The evaluation result refers to the result obtained after evaluating the user's physiological parameter information in different multimodal environment output modes according to preset indicators, which is used to reflect the user's physiological state.

[0106] Physiological response differences refer to the different changes in the user's physiological parameter information (such as heart rate, respiratory rate, brain waves, and body surface temperature) under different multimodal environment output modes, reflecting the user's adaptability and response differences to each multimodal environment output mode.

[0107] For example, users rated their feelings as "highly relaxed" in the forest environment, "moderately relaxed" in the ocean environment, and "not relaxed" in the city night scene environment. This reflects the differences in physiological responses across different multimodal environment output modes, with users experiencing the highest relaxation index in the forest environment.

[0108] Step S505: Based on the physiological response differences, determine the target environment output mode that matches the user in the current healing process, and use the target environment output mode as the user's preferred environment output mode.

[0109] The target environment output mode refers to the environment output mode that is most suitable for therapeutic needs, determined based on the analysis of the user's physiological response differences.

[0110] After obtaining the physiological response differences, a multimodal environment output mode that enables the user to achieve "high relaxation" can be obtained, and the multimodal environment output mode is marked as the target environment output mode. After obtaining the target environment output mode, the target environment output mode is used as the user's preferred environment output mode.

[0111] Step S506: Write the preferred environment output mode into the user profile.

[0112] The purpose of writing the preferred environment output mode into the user profile is to enable the user to directly call the preferred environment output mode in the user profile for scene output during the next treatment, thereby improving the treatment efficiency for the user.

[0113] By adopting the above technical solution, it is possible to obtain physiological response differences based on the switching of multiple multimodal environmental output modes, and obtain the target environmental output mode based on the physiological response differences, and maintain it as the user's preferred environmental output mode, which helps to achieve personalized customization of the multimodal output environment and improve the effectiveness and pertinence of the sleep therapy effect.

[0114] In the following embodiments, temperature is an important factor affecting sleep quality. The embodiment of the present application provides a staged temperature control method, which aims to improve the sleep quality of the user during a longer sleep process. Figure 6 , the method comprising: Step S601: Obtain the current healing time, and determine whether the current healing time is within the preset healing time period based on the user profile.

[0115] Current healing time refers to the time during which the healing process is currently taking place.

[0116] The preset healing time period is a preset constant that can be adjusted based on time requirements. In this embodiment, the preset healing time period is related to the healing time period in the user profile. For example, if the healing time in the user profile falls between 8:00 PM and 8:00 AM the next day in more than 70% of cases, this time period will be used as the preset healing time period.

[0117] The purpose of determining whether the current healing time is the preset healing time period is to exclude the situation where the user takes a temporary sleep. If the determination result is yes, step S602 is executed; if the determination result is no, step S606 is executed.

[0118] Step S602: If yes, control the healing cabin to use the preferred environment output mode.

[0119] If so, it indicates whether the current healing time is the preset healing time period, and therefore controls the healing cabin to use the preferred environment output mode for scene output to provide sleep healing to the user.

[0120] Step S603: lowering the temperature in the treatment chamber to a preset lower temperature limit according to a preset cooling rate.

[0121] The preset cooling rate is a preset constant and can be adjusted according to actual needs.

[0122] After conducting extensive experiments, the applicant discovered that, based on a comfortable temperature (21°C-24°C), appropriately lowering the temperature can promote melatonin secretion, thereby quickly entering the slow-wave sleep stage. Furthermore, at this lowered temperature, the duration of slow-wave sleep can be delayed. Furthermore, by appropriately raising the temperature before waking from sleep, the user can be prompted to exit slow-wave sleep and reduce sleep inertia. Slow-wave sleep refers to a deep resting stage of the brain, with a temperature range of 4-6°C.

[0123] The preset lower temperature limit value is a preset constant and can be adjusted according to actual needs.

[0124] By lowering the temperature in the healing cabin to a preset lower temperature value, users can fall asleep quickly.

[0125] Furthermore, the initial temperature in the healing cabin is always maintained at a suitable temperature, and the temperature changes in the outside world have little effect on the temperature in the healing cabin.

[0126] Step S604: Control the temperature value to maintain at a preset lower limit temperature value according to the preset healing time period until the preset healing time is reached.

[0127] The preset healing time is related to the preset healing time. In this embodiment, the preset healing time accounts for 60% of the total time of the preset healing time period.

[0128] After the temperature in the healing chamber reaches the preset lower limit temperature, the current temperature is controlled to remain at the preset lower limit temperature for the preset healing time, which helps the user maintain the slow-wave sleep stage for a longer period of time for sleep healing.

[0129] Step S605: increasing the temperature to a preset upper limit temperature value according to a preset heating rate.

[0130] The preset heating rate is a preset constant and can be adjusted according to actual conditions.

[0131] The preset upper limit temperature is a preset constant and can be adjusted according to actual conditions.

[0132] After a preset healing time, the temperature inside the healing chamber is raised to a preset upper limit, reducing the user's sleep inertia and achieving a natural awakening. Sleep inertia refers to a temporary state of low alertness, confusion, behavioral disturbances, and decreased cognitive and sensory abilities after awakening.

[0133] Step S606: If not, determine whether the current healing time is a preset short rest period.

[0134] If not, it means that the current healing time is not the preset healing time period. Based on this situation, it is determined whether the current healing time is the preset short rest time period.

[0135] The preset short break time period is a preset constant, indicating the time period during which the user needs to take a short break, and can be adjusted according to actual needs. In this embodiment, the preset short break time period is from 10 a.m. to 3 p.m.

[0136] Step S607: When the current healing time is a preset short rest period, the environment output mode is controlled according to the preset rest period control method.

[0137] When the current healing time is a preset short rest period, the environment output mode is controlled according to the preset rest period control method, which can reduce the user's sleep inertia during a short rest. The specific steps of controlling the environment output mode according to the preset rest period control method can be referred to Figure 7 Steps in the embodiment.

[0138] By adopting the above technical solution, when the current healing time is the preset healing time period, the temperature value in the healing cabin is lowered to the preset lower temperature value, so that the user can quickly fall asleep. By maintaining the temperature value at the preset lower temperature value, the user's sleep quality can be improved. By increasing the temperature value by the preset upper temperature value, the probability of the user experiencing sleep inertia during the waking stage can be reduced, thereby helping to achieve overall sleep quality and improve the effect of sleep healing.

[0139] Reference Figure 7 The steps of controlling the environment output mode according to the preset rest period control method include: Step S701: Obtain the manually configured healing time to obtain the short healing time.

[0140] When the current healing time is a preset short rest period, the user needs to manually configure the healing time to determine the healing time required by the user. After the user enters the time, the time is obtained to obtain the short healing time.

[0141] Among them, after conducting a large number of experiments, the applicant found that under the condition of suitable temperature (21℃-24℃) and when the sleep time is relatively short, by appropriately raising the temperature, the user can be suppressed from entering the slow-wave sleep stage and maintain a light sleep state, so as to reduce the sleep inertia caused by short sleep during the waking stage, and by lowering the temperature, the user can be prompted to wake up naturally.

[0142] Step S702: After a preset time interval, the temperature in the treatment chamber is increased to a preset temporary upper temperature limit according to a preset temporary heating rate.

[0143] The preset time interval is a preset constant and can be adjusted according to actual needs.

[0144] The preset short-term heating rate is a preset constant, which is related to the speed at which the temperature value in the healing chamber is increased and can be adjusted according to actual needs.

[0145] The preset short-term upper limit temperature value is a preset constant and can be adjusted according to actual conditions.

[0146] Among them, the initial temperature of the healing cabin is a suitable temperature, which can allow the user to gradually relax and enter the initial sleep stage during the preset time interval. After that, the temperature value in the healing cabin is increased to the preset short-term upper limit temperature value according to the short-term heating rate, which can prevent the user from entering the slow-wave sleep stage.

[0147] Step S703: Control the temperature value according to the short healing time to maintain it at a preset short upper limit temperature value for a preset short time.

[0148] The preset short duration is related to the short healing duration. In this embodiment, the preset short duration accounts for 50% of the short healing duration.

[0149] By keeping the temperature at a preset short upper temperature limit for a preset short period of time, the user can stay in a light sleep stage and reduce the probability of sleep inertia.

[0150] Step S704: lowering the temperature in the treatment chamber to a preset temporary lower temperature limit according to a preset temporary cooling speed.

[0151] The preset short-term cooling speed is a preset constant and can be adjusted according to actual needs.

[0152] The preset short-term lower temperature value is a preset constant and can be adjusted according to actual needs.

[0153] By lowering the temperature in the healing cabin to a preset short-term lower temperature value, a slight chill can be given to the user, thereby waking the user up naturally and achieving the effect of natural awakening.

[0154] By adopting the above technical solution, by controlling the temperature based on the manually configured healing time in the short healing mode, the temperature can be raised, maintained and rhythmically adjusted to cool down after a preset time interval, which helps to prevent the user from entering slow-wave sleep during a short sleep time, thereby reducing the probability of sleep inertia when the user wakes up and achieving a sleep healing effect that quickly restores the spirit.

[0155] Based on the same inventive concept, the present application provides a sleep therapy cabin control system, including: An acquisition module is used to obtain physiological parameter information; A memory for storing a program for controlling a sleep therapy cabin; The program in the memory can be loaded and executed by the processor to implement the sleep therapy cabin control method.

[0156] Those skilled in the art will clearly understand that for the sake of convenience and brevity, the division of the above-mentioned functional modules is only used as an example for illustration. In actual applications, the above-mentioned functions can be assigned to different functional modules as needed, that is, the internal structure of the device can be divided into different functional modules to complete all or part of the functions described above. The specific working processes of the above-mentioned systems, devices, and units can refer to the corresponding processes in the aforementioned method embodiments and will not be repeated here.

[0157] An embodiment of the present application provides a computer-readable storage medium storing a computer program that can be loaded by a processor and executed to implement a sleep therapy cabin control method.

[0158] Computer storage media include, for example, various media that can store program codes, such as USB flash drives, mobile hard disks, read-only memories (ROMs), random access memories (RAMs), magnetic disks, or optical disks.

[0159] Based on the same inventive concept, an embodiment of the present application provides an intelligent terminal, including a memory and a processor, wherein the memory stores a computer program that can be loaded by the processor and execute a sleep therapy cabin control method.

[0160] Those skilled in the art will clearly understand that for the sake of convenience and brevity, the division of the above-mentioned functional modules is only used as an example for illustration. In actual applications, the above-mentioned functions can be assigned to different functional modules as needed, that is, the internal structure of the device can be divided into different functional modules to complete all or part of the functions described above. The specific working processes of the above-mentioned systems, devices, and units can refer to the corresponding processes in the aforementioned method embodiments and will not be repeated here.

[0161] The above are all preferred embodiments of the present application and are not intended to limit the scope of protection of this application. Unless otherwise specified, any feature disclosed in this specification (including the abstract and drawings) may be replaced by other equivalent or similar features. In other words, unless otherwise specified, each feature is merely an example of a series of equivalent or similar features.

Claims

1. A sleep therapy cabin control method, characterized in that: include: Collecting user's physiological parameter information; Analyze and process physiological parameter information based on a preset artificial intelligence model to obtain target environmental parameter information; Control the healing cabin to output multimodal environment according to target environment parameter information; Repeat the above three steps according to the preset cycle and detect in real time whether the user enters the sleep state; If so, stop outputting the multimodal environment after a preset interval; Write physiological parameter information and environmental parameter information into the user profile.

2. A sleep therapy cabin control method according to claim 1, characterized in that: The method further comprises: Extract features from physiological parameter information to obtain parameter feature values ​​that reflect the user's current neural activity; Input the parameter characteristic value into the preset excitement model to calculate the user's current excitement value; Adjust the output of a multimodal environment based on the excitement value.

3. A sleep therapy cabin control method according to claim 2, characterized in that: The steps of adjusting the multimodal environment output based on the excitement value include: Compare the excitement value with the preset emotion list to obtain the emotional state corresponding to the excitement value, where the emotional state includes excitement, sadness, and calmness; When the emotional state is high, the healing cabin is controlled to output a low-activity environment, which is used to reduce the user's excitement value; When the emotional state is sad, the healing cabin is controlled to output a high-activity environment. The high-activity environment output is used to increase the user's excitement value; According to the changing trend of the excitement value, the intensity of the environmental output is dynamically reduced to make the user's excitement value tend to the excitement value corresponding to calm emotions.

4. A sleep therapy cabin control method according to claim 3, characterized in that: The steps to control the high-activity environment output of the healing chamber include: Controlling the healing cabin to output an interactive environment and guiding the user through a preset interaction method, wherein the preset interaction method includes at least one of voice interaction, gesture interaction, and touch interaction; Adjust the current interactive environment output based on the user's response behavior and physiological parameter changes during the interaction process; When the excitement value approaches the excitement value corresponding to the calm emotion, the healing cabin is controlled to smoothly switch the interactive environment output to the non-interactive environment output.

5. A sleep therapy cabin control method according to claim 1, characterized in that: The method further comprises: During the healing process, the healing cabin is controlled to smoothly switch between several multimodal environmental output modes; In each multimodal environment output mode, the user's physiological parameter information is recorded in real time; Evaluate the user's physiological parameter information in different multimodal environment output modes according to preset indicators; Based on the evaluation results, identify the differences in users' physiological responses under different multimodal environment output modes; Based on the physiological response differences, determine the target environment output mode that matches the user in the current treatment process, and use the target environment output mode as the user's preferred environment output mode; Write the preferred environment output mode to the user profile.

6. A sleep therapy cabin control method according to claim 5, characterized in that: The method further comprises: Get the current healing time and determine whether the current healing time is within the preset healing time period based on the user profile; If so, control the healing cabin to use the preferred environment output mode; Lower the temperature in the treatment cabin to the preset lower limit temperature according to the preset cooling speed; According to the preset healing time period, the temperature value is controlled to maintain at the preset lower limit temperature value until the preset healing time is reached; Raise the temperature to the preset upper limit temperature according to the preset heating rate; If not, determine whether the current healing time is a preset short rest period; When the current healing time is a preset short rest period, the environment output mode is controlled according to the preset rest period control method.

7. A sleep therapy cabin control method according to claim 6, characterized in that: The steps of controlling the environment output mode according to the preset rest period control method include: Get the manually configured healing time and get the short healing time; After a preset time interval, the temperature in the treatment chamber is raised to a preset temporary upper temperature limit according to a preset temporary heating rate; According to the short healing time, the temperature value is controlled to maintain at the preset short upper limit temperature value until the preset short time length is reached; The temperature in the treatment chamber is lowered to the preset short-term lower temperature limit according to the preset short-term cooling speed.

8. A sleep therapy cabin control system, characterized in that: The system is used to execute the sleep therapy cabin control method according to any one of claims 1 to 7, comprising: An acquisition module is used to obtain physiological parameter information; A memory for storing a program for the sleep therapy cabin control method; The program in the memory can be loaded and executed by the processor to implement the sleep therapy cabin control method.

9. A sleep therapy cabin, characterized in that: The method comprises a memory and a processor, wherein the memory stores a computer program that can be loaded by the processor and execute the method according to any one of claims 1 to 7.

10. A computer-readable storage medium, characterized in that A computer program is stored which can be loaded by a processor and execute the method according to any one of claims 1 to 7.

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