Programmable wearable terminal control system, method, equipment and medium

By integrating a programmable wearable terminal control system with hardware, programming, interaction and AI processing layers, the loose coupling problem between wearable devices and programming systems is solved, enabling multi-scenario data processing and interaction, and improving the device's intelligence and personalized programming capabilities.

CN121807279APending Publication Date: 2026-04-07SHANGHAI AIMENG INTELLIGENT TECHNOLOGY CO LTD
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-12-02
Publication Date
2026-04-07

AI Technical Summary

Technical Problem

Existing wearable devices and programming systems are loosely coupled and lack deep adaptation, making it impossible to achieve linkage control of related hardware. AI technology has not integrated environmental and human data, has a single interaction method, and lacks remote collaboration capabilities, making it difficult to achieve personalized programming.

Method used

It adopts a programmable wearable terminal control system, including a hardware layer, a programming layer, an interaction layer and an AI processing layer. It integrates multiple types of sensor modules, a visual programming module, a human-computer interaction module and an AI processing module, supports data processing and interaction in multiple scenarios, and features a detachable controller design to support cross-device data interaction and remote control.

Benefits of technology

It enhances the integration and intelligence of wearable devices, reduces hardware maintenance costs, simplifies operation processes, improves interactive experience and system collaboration, and meets personalized programming needs.

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Abstract

A programmable wearable terminal control system, method, device and medium relate to the technical field of embedded systems, the system comprising: a hardware layer comprising a wearable terminal module used for being integrated to a wearable article; the programming layer comprises a visual programming module and is used for realizing hardware control instructions and function logic and generating application examples for use and sharing; the interaction layer comprises a man-machine interaction module and is used for receiving an operation instruction input by a user and outputting feedback information of an execution result of the hardware layer; the AI processing layer is integrated with one or more interfaces used for calling preset AI services; the programming layer generates a control instruction, the control instruction is processed through the AI processing layer and transmitted to the wearable terminal module through the communication module, the wearable terminal module and associated hardware are driven to execute a preset function, and the interaction layer feeds back an execution state in real time. By adopting the scheme, the usability and the intelligent level of the system are improved, and the core requirement of a user for personalized function customization of the wearable equipment is met.
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Description

Technical Field

[0001] This application relates to the technical field of embedded systems, and particularly relates to a programmable wearable terminal control system, method, device, and medium. Background Art

[0002] With the deep integration of the Internet of Things, artificial intelligence, and embedded technology, wearable devices have evolved from single-functional tools to multi-functional intelligent terminals, and their combination with programming technology has become an important direction for industry development. The application of edge computing technology in the wearable field has been gradually deepened, enhancing the response efficiency and privacy protection capabilities through device-side data processing, laying a foundation for function expansion. At the same time, the popularization of visual programming technology has lowered the development threshold, and the AI-assisted programming mode has been continuously innovated. Users' personalized customization requirements for wearable devices are increasing day by day. They not only expect the device to adapt to diverse wearing scenarios but also hope to achieve function customization through low-threshold operations. The market demand and technological evolution jointly drive the cross-domain integration of wearable hardware, programming tools, and AI technology, and there is an urgent need to build an integrated control system that takes into account integration, usability, and scalability.

[0003] Most existing wearable devices adopt a microcontroller as the core hardware architecture, integrating a sensor array and a wireless communication module, and are fixedly packaged and assembled on the wearing carrier. Some products adopt a detachable electronic module design. The programming function mostly relies on an independent visual platform to achieve. Some tools support graphical programming and hardware simulation, can generate code through natural language description, and have built-in virtual models of sensors and actuators for function verification.

[0004] However, most existing wearable hardware and programming systems are loosely coupled. The detachable module only solves the basic maintenance problem, lacks deep adaptation to the visual programming platform, cannot achieve the linkage control of associated hardware, and the hardware simulation tool does not combine with the structural characteristics of wearable devices, resulting in a deviation between the simulation result and the actual operation. The application of AI technology in the wearable programming scenario is limited. The auxiliary tools mostly focus on general code generation, do not integrate environmental and human data, lack personalized programming templates for specific scenarios, and do not form a collaborative mechanism for multi-modal data processing. The human-computer interaction method is single, lacking multi-modal collaborative linkage and circuit multiplexing design of human body contacts. Remote collaboration relies on dedicated software, and the linkage between wearable terminals and portable devices is insufficient, making it difficult to achieve lightweight migration of programming logic and convenient sharing of achievements. There is still a large space for technological innovation, especially in the cost control of smart wearable devices and the interconnection and collaboration applications with portable devices such as mobile phones. Summary of the Invention

[0005] This application provides a programmable wearable terminal control system, method, device, and medium, which are used to solve the problem that traditional wearable devices are not adapted to programmable terminal systems.

[0006] In a first aspect, this application provides a programmable wearable terminal control system, the system comprising: The hardware layer includes a wearable terminal module, multiple types of sensor modules, and a communication module. The wearable terminal module is used to be integrated into wearable items, the multiple types of sensor modules are used to collect environmental data and human body correlation data, and the communication module is used to interact with external terminals. The programming layer includes a visual programming module, which comprises components for event detection, interface control, and resource management. These components are used to implement hardware control instructions and functional logic, and generate application instances for use and sharing. The interaction layer includes a human-computer interaction module, which receives user input commands and outputs feedback information on the execution results of the hardware layer. The AI ​​processing layer integrates one or more interfaces for calling preset AI services and communicates with the programming layer, hardware layer and interaction layer respectively. The programming layer generates control commands, which are then processed by the AI ​​processing layer in conjunction with data collected from multiple types of sensor modules. The data is then transmitted to the wearable terminal module via the communication module, driving the wearable terminal module and associated hardware to execute preset functions. The interaction layer provides real-time feedback on the execution status.

[0007] By adopting the above technical solutions, the problems of low integration between wearable devices and programming systems, high cost, and incomplete function implementation in existing technologies are effectively solved, thereby improving the ease of use and intelligence of the system and meeting users' core needs for personalized customization of wearable device functions.

[0008] In one specific implementation scheme, the hardware layer also includes: The wearable controller is a programmable controller that can be detachably connected to the wearable terminal module; The multi-type sensor modules include temperature sensors, humidity sensors, light sensors, and ultraviolet light sensors. The communication module supports Bluetooth, mobile communication, and mobile hotspot communication methods to enable cross-device data interaction between the wearable terminal module and mobile phones, tablets, or robot terminals.

[0009] By adopting the above technical solution, the detachable connection design of the wearable controller and wearable terminal module allows users to easily replace the wearable controller with one possessing different control capabilities according to actual functional needs, expanding the system's control range and reducing hardware maintenance costs. Multiple sensor modules refine the dimensions of environmental data collection, ensuring the comprehensiveness and accuracy of environmental data acquisition. The communication module can be adapted to different application scenarios such as close-range daily wear, cross-regional remote monitoring, and multi-device collaborative control, enabling flexible cross-device data interaction between the wearable terminal module and the terminal. This solution addresses the problems of limited communication methods and insufficient hardware expandability in existing wearable devices, improving the system's scenario adaptability.

[0010] In one specific implementation, the programming layer also includes: The hardware simulation module communicates with virtual models of various types of sensor modules and wearable terminal modules. It is used to simulate the process of sensor data acquisition and hardware instruction execution when the user does not actually assemble the hardware, and to verify the feasibility of the function to be simulated.

[0011] By adopting the above technical solution, users can simulate the sensor data acquisition process, the process of hardware receiving and parsing control commands, and the process of associated hardware executing actions without actually assembling all the hardware, thus verifying the logical feasibility of the simulated function. This solution addresses the problems of weak linkage between hardware simulation and actual wearable hardware and low reference value of simulation results in existing programming tools, reducing the time and cost of hardware debugging and improving the overall efficiency of programming and hardware assembly.

[0012] In a specific feasible implementation, the human-computer interaction module of the interaction layer includes: The voice interaction unit is used to support users in triggering adjustments to programming logic or switching of hardware functions through natural language commands. The touch interaction unit uses the human body as a common terminal to form a circuit loop, and the user triggers control commands by touching preset touch points on the wearable terminal module.

[0013] By adopting the above technical solutions, users can trigger programming logic adjustments or hardware function switching using natural language commands, simplifying the operation process. The touch interaction unit uses the human body as a common terminal to form a circuit loop, allowing users to trigger control commands simply by touching preset contact points on the wearable terminal module, perfectly aligning with the portability of wearable devices. The synergy of these two interaction methods solves the problems of existing wearable devices having limited interaction methods and high costs due to reliance on independent switches for touch interaction, effectively improving the user experience and the system's usability.

[0014] In one specific feasible implementation, the AI ​​processing layer includes: The multimodal data processing unit is used to process environmental data collected by various types of sensor modules and external terminal voice or image data received by the interaction layer, and convert them into parameters that can be recognized by the programming layer. The prompt word generation unit is used to generate corresponding AI automatic function programming prompt words based on the application scenario input by the user.

[0015] By adopting the above technical solution, environmental data collected by various sensor modules and voice or image data received by the interaction layer can be processed uniformly and transformed into parameters recognizable by the programming layer, achieving effective integration and utilization of multiple data types. The prompt word generation unit can generate corresponding AI automatic function programming prompt words based on the user's input application scenario, assisting the user in quickly generating programming logic that meets the needs of specific scenarios. This solution addresses the problem that existing AI-assisted programming tools focus on general scenarios and are not deeply integrated with the multimodal data and core application scenarios of wearable devices, enhancing the practical value of AI technology in wearable programming scenarios and reducing the difficulty of personalized and practical programming for users.

[0016] In one specific implementation scheme, the system includes: The remote interaction module is communicatively connected to the communication module and the interaction layer. The remote interaction module supports cross-regional terminal data transmission, enabling remote photo or video capture, remote control of wearable terminal modules and associated hardware, and sharing of programming results and hardware control permissions through social platforms.

[0017] By adopting the above technical solution, cross-regional terminal data transmission is achieved based on the communication module. This enables remote control of wearable terminal modules and associated hardware to perform preset actions, and also allows for remote acquisition of photos or video data of target scenes, meeting users' needs in remote monitoring and control scenarios. Simultaneously, the remote interaction module can generate sharing links for programming results and hardware control permissions via social platforms. This solution addresses the lack of remote collaboration capabilities and reliance on dedicated software for result sharing in existing wearable programming systems, improving the system's collaborative nature and the efficiency of disseminating programming results.

[0018] In one specific feasible implementation, the wearable terminal module is integrated into the wearable item, and the wearable terminal module has a detachable, washable, and sewn plug-in structure. When wearable items need to be washed, the wearable terminal module is disassembled, and after washing, it is reassembled to restore functionality. The wearable terminal module includes a micro-communication unit that links with portable devices such as wristbands and watches. The micro-communication unit is used to utilize the powerful computing power of mobile phones or watches to achieve lightweight, low-cost, and high-efficiency control of the system programming logic.

[0019] By adopting the above technical solution, users can easily disassemble the wearable terminal module, balancing the practicality of wearable items with the durability of the wearable terminal module. The micro-communication unit included in the wearable terminal module can establish linkage with portable devices such as wristbands and watches, achieving lightweight control of programming logic, which fits the daily wearability characteristics of portable devices. This solution solves the problems of inconvenient maintenance, complex control process, and high cost of existing wearable terminal modules, which limit application scenarios, thus improving the convenience and flexibility of the system.

[0020] A second aspect of this application provides a programmable wearable terminal control method, the method comprising: The wearable terminal module at the hardware layer is assembled into the target wearable item, a wireless connection between the wearable terminal module and the external terminal is established through the communication module, and data is collected through multiple types of sensor modules; When the user has not actually installed all the hardware, the hardware simulation module of the programming layer is called, the functional requirements to be implemented are input, and the functional logic is verified. Users access the visual programming module of the programming layer through an external terminal to generate initial control commands and functional logic, and create application instances to be released. The AI ​​processing layer receives the initial control commands generated by the programming layer, and generates prompts and target control commands based on the user's input application scenario through the multimodal data processing unit, the prompt word generation unit, and the interface for calling preset AI services. The AI ​​processing layer transmits the target control command to the wearable terminal module. When the wearable terminal module is connected to the body controller, the body controller parses the target control command and drives the wearable terminal module and associated hardware to perform preset functions. The human-computer interaction module of the interaction layer receives execution status data from the hardware layer in real time and outputs feedback through the voice interaction unit, touch interaction unit, and external terminal.

[0021] A third aspect of this application provides an electronic device, comprising: a processor and a memory; wherein the memory stores a computer program adapted to be loaded by the processor and to execute the above-described method steps.

[0022] A fourth aspect of this application provides a computer storage medium storing a plurality of instructions adapted for loading by a processor and executing the method steps described above.

[0023] In summary, one or more technical solutions provided in the embodiments of this application have at least the following technical effects or advantages: This solution lowers the programming barrier through visual components at the programming layer, allowing users without specialized knowledge to generate hardware control logic. The AI ​​processing layer invokes AI services and optimizes instructions by combining environmental and human data collected by sensors with multimodal input from the AI ​​processing layer, generating contextualized programming prompts. The interaction layer provides real-time feedback on execution status, forming a closed-loop control system. Compared to existing technologies where hardware and programming are independent and AI is only used for general code generation, this solution transforms wearable devices from single-function carriers into personalized, programmable wearable terminals, enhancing system intelligence and user customization flexibility, and meeting the diverse needs of wearable scenarios such as education, health, and toy control. Attached Figure Description

[0024] Figure 1 This is a schematic diagram of a programmable wearable terminal control system provided in an embodiment of this application; Figure 2 This is a connection diagram of a remote interaction module provided in an embodiment of this application; Figure 3 This is a flowchart illustrating a programmable wearable terminal control method provided in an embodiment of this application. Detailed Implementation

[0025] To enable those skilled in the art to better understand the technical solutions in this specification, the technical solutions in the embodiments of this specification will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of this application, and not all embodiments.

[0026] In the description of the embodiments of this application, the words "for example" or "for instance" are used to indicate examples, illustrations, or explanations. Any embodiment or design that is described as "for example" or "for instance" in the embodiments of this application should not be construed as being more preferred or advantageous than other embodiments or design options. Rather, the use of the words "for example" or "for instance" is intended to present the relevant concepts in a specific manner.

[0027] In the description of the embodiments of this application, the term "multiple" means two or more. For example, multiple systems means two or more systems, and multiple screen terminals means two or more screen terminals. Furthermore, the terms "first" and "second" are used for descriptive purposes only and should not be construed as indicating or implying relative importance or implicitly specifying the indicated technical features. Thus, a feature defined with "first" or "second" may explicitly or implicitly include one or more of that feature. The terms "comprising," "including," "having," and variations thereof all mean "including but not limited to," unless otherwise specifically emphasized.

[0028] refer to Figure 1 This application provides a schematic diagram of a programmable wearable terminal control system module. For example... Figure 1 As shown, the system includes: The hardware layer includes a wearable terminal module, multiple types of sensor modules, and a communication module. The wearable terminal module is used to be integrated into wearable items, the multiple types of sensor modules are used to collect environmental data and human body correlation data, and the communication module is used to interact with external terminals. The programming layer includes a visual programming module, which comprises components for event detection, interface control, and resource management. These components are used to implement hardware control instructions and functional logic, and generate application instances for use and sharing. The interaction layer includes a human-computer interaction module, which receives user input commands and outputs feedback information on the execution results of the hardware layer. The AI ​​processing layer integrates one or more interfaces for calling preset AI services and communicates with the programming layer, hardware layer and interaction layer respectively. The programming layer generates control commands, which are then processed by the AI ​​processing layer in conjunction with data collected from multiple types of sensor modules. The data is then transmitted to the wearable terminal module via the communication module, driving the wearable terminal module and associated hardware to execute preset functions. The interaction layer provides real-time feedback on the execution status.

[0029] In this embodiment, the hardware layer refers to the basic carrier on which the system implements physical functions. In some embodiments, the wearable terminal module can be a flexible electronic module made of silver-plated nylon. This material has sewing properties and can be sewn into the fabric of wearable items such as clothing, hats, and gloves. The module integrates a microprocessor, circuit interface, and actuator drive circuit to receive control commands and drive associated hardware actions.

[0030] In some embodiments, the multi-type sensor module may specifically include a temperature and humidity sensor for collecting ambient temperature and humidity, a light sensor for collecting ambient light intensity, an ultraviolet light sensor for collecting ambient ultraviolet radiation intensity, and a biosensor for collecting human body temperature, heart rate, and other human-related data. All sensors are connected to the microprocessor of the wearable terminal module via data lines to achieve real-time data transmission.

[0031] In some embodiments, the communication module may be a wireless communication chip that integrates Bluetooth, mobile communication (such as 4G, 5G) and mobile hotspot functions. This chip is electrically connected to the microprocessor of the wearable terminal module and is used to establish a wireless data link with external terminals, such as mobile phones, tablets, robots, etc., to realize bidirectional interaction of information such as control commands and sensor data.

[0032] In this embodiment, the programming layer refers to the core layer where users customize functions. In some embodiments, the visual programming module can specifically be a graphical programming application running on an external terminal, which pre-configures three types of core components: an event detection component, an interface control component, and a resource management component. The event detection component is used to set function trigger conditions, such as when a button on the external terminal is clicked; the interface control component is used to design the application's display interface, such as adding buttons and image display areas; and the resource management component is used to manage the system's required sensors and input / output devices, including image and audio resources needed for the interface.

[0033] In some embodiments, users can generate hardware control instructions and corresponding functional logic for controlling hardware by dragging and dropping preset components and arranging them logically. The visual programming module also has an application instance generation function. The generated application instances, such as mobile apps, can be run directly on external terminals and can also be shared.

[0034] In this embodiment, the interaction layer refers to the layer that enables two-way communication between the user and the system. In some embodiments, the human-computer interaction module may specifically include a touch interface on an external terminal, a voice receiving module, and feedback components on a wearable terminal module. Specifically, the user input operation commands received by the human-computer interaction module include click or swipe commands on the external terminal touch interface and voice commands input by the user through the voice receiving module. The hardware layer execution result feedback information output by the human-computer interaction module specifically includes image feedback such as execution progress and sensor data curves displayed on the external terminal interface, status announcements output by the voice broadcast module corresponding to the voice receiving module, and light and tactile feedback from colored lights and vibration motors integrated on the wearable terminal module.

[0035] In this embodiment, the AI ​​processing layer refers to the layer that implements instruction optimization and intelligent assistance. In some embodiments, the interface for calling preset AI services can specifically be an application programming interface (API) that interfaces with preset AI service platforms such as Deep Seek.

[0036] In some embodiments, the AI ​​processing layer establishes communication connections with the programming layer, hardware layer, and interaction layer via data lines. It receives initial control commands transmitted from the programming layer and environmental and human-related data collected by various sensor modules in the hardware layer. The AI ​​processing layer collaboratively processes the initial control commands and collected data by invoking preset AI services, optimizing and generating target control commands adapted for hardware execution. These target control commands are then transmitted to the wearable terminal module via a communication module. The microprocessor in the wearable terminal module parses the target control commands and drives itself and associated hardware to execute preset functions. The human-computer interaction module in the interaction layer receives execution status data from the hardware layer in real time and outputs this data to the user in the form of images, voice, light, or touch.

[0037] Based on the above embodiments, as another optional embodiment, the hardware layer further includes: The wearable controller is a programmable controller that can be detachably connected to the wearable terminal module; The multi-type sensor modules include temperature sensors, humidity sensors, light sensors, and ultraviolet light sensors. The communication module supports Bluetooth, mobile communication, and mobile hotspot communication methods to enable cross-device data interaction between the wearable terminal module and mobile phones, tablets, or robot terminals.

[0038] In this embodiment of the application, the embodied controller refers to a programmable controller. In some embodiments, the embodied controller housing may be made of lightweight plastic material, and it integrates a microprocessor, a storage unit, and interface circuits. One side of the embodied controller has an interface that matches the wearable terminal module, and it can be detachably connected to the wearable terminal module by plugging and unplugging. Users can replace the embodied controller with one of different functions as needed to expand the control capabilities of the system.

[0039] In some embodiments, the temperature sensor of the multi-type sensor module can be a thermistor temperature sensor, the humidity sensor can be a capacitive humidity sensor, the light sensor can be a photodiode sensor, and the ultraviolet light sensor can be an ultraviolet photodiode sensor. All sensor data are transmitted to the wearable terminal module in either analog or digital signal format.

[0040] In some embodiments, the Bluetooth communication method supported by the communication module is suitable for short-range (e.g., no more than 10 meters) data interaction between the wearable terminal module and external terminals; the mobile communication method is suitable for remote data interaction across regions; and the mobile hotspot method generates a wireless local area network through the communication module itself, supporting multiple external terminals to access simultaneously and realizing cross-device data interaction between multiple devices.

[0041] Based on the above embodiments, as another optional embodiment, the programming layer further includes: The hardware simulation module communicates with virtual models of various types of sensor modules and wearable terminal modules. It is used to simulate the process of sensor data acquisition and hardware instruction execution when the user does not actually assemble the hardware, and to verify the feasibility of the function to be simulated.

[0042] In this embodiment, the hardware simulation module refers to a virtual simulation function module integrated within the visual programming module. In some embodiments, the hardware simulation module pre-stores virtual models of various types of sensor modules and virtual models of wearable terminal modules. The sensor virtual models can simulate the output of corresponding sensor data; for example, a temperature sensor virtual model can simulate the output of temperature data from 20°C to 40°C. The wearable terminal module virtual model can simulate receiving control commands and driving associated hardware actions.

[0043] In some embodiments, when the user has not actually assembled the hardware, the user can call the hardware simulation module within the visual programming module, first loading the required sensor virtual model and wearable terminal module virtual model, and then inputting the functional requirements to be implemented through a terminal (such as a mobile phone). For example, the input text is "When the data collected by the light sensor is lower than the preset value, drive the colored lights to light up". The hardware simulation module will simulate the process of the sensor virtual model collecting data, the process of the wearable terminal module virtual model receiving and parsing control commands, and the process of the associated hardware executing actions based on the input functional requirements. At the same time, it will display the real-time status of the entire simulation process on the external terminal interface. After the simulation process is completed, the hardware simulation module will determine the feasibility of the simulated function based on the simulation results. If the simulation results meet the user's expected functional requirements, the simulated function is determined to be feasible, and a corresponding hardware assembly guide is generated. This guide specifically includes the selection of the actual hardware module model, the installation position of each module on the wearable item, the wiring method between modules, etc., to guide the user in subsequent actual hardware assembly operations.

[0044] Based on the above embodiments, as another optional embodiment, the human-computer interaction module of the interaction layer includes: The voice interaction unit is used to support users in triggering adjustments to programming logic or switching of hardware functions through natural language commands. The touch interaction unit uses the human body as a common terminal to form a circuit loop, and the user triggers control commands by touching preset touch points on the wearable terminal module.

[0045] In some embodiments, the voice interaction unit may specifically include a voice acquisition module, a voice recognition module, and a voice broadcast module disposed on an external terminal. The voice interaction unit supports users inputting operation commands in natural language. For example, after a user speaks a natural language command, the voice acquisition module acquires the voice signal and transmits it to the voice recognition module. The voice recognition module converts the voice signal into a text command, which is then transmitted to the instruction parsing module inside the system. The instruction parsing module triggers adjustments to the existing programming logic at the programming layer or switches hardware functions at the hardware layer based on the text command.

[0046] In some embodiments, the touch interaction unit may specifically include metal contacts, wires, and a circuit detection module inside the wearable terminal module. One metal contact is connected to the common terminal of the circuit detection module via a wire and is defined as the common contact; the remaining metal contacts correspond to different control functions and are defined as function contacts. When a user uses the touch interaction unit, one part of the user's body contacts the common contact, and another part of the user's body contacts any one of the function contacts, thus forming a current loop. After detecting the loop current, the circuit detection module can identify the corresponding function command triggered by the user and drive the wearable terminal module to execute the command.

[0047] Based on the above embodiments, as another optional embodiment, the AI ​​processing layer includes: The multimodal data processing unit is used to process environmental data collected by various types of sensor modules and voice or image data received by the interaction layer, and convert them into parameters that can be recognized by the programming layer. The prompt word generation unit is used to generate corresponding AI automatic function programming prompt words based on the application scenario input by the user.

[0048] In some embodiments, the multimodal data processing unit may specifically include a data receiving interface, a data conversion algorithm, and a data output interface. The multimodal data processing unit receives environmental data collected by various types of sensor modules, and voice data or image data received by the interaction layer through the data receiving interface. Specifically, for environmental data, the multimodal data processing unit converts the raw electrical signal data output by the sensors into numerical parameters recognizable by the programming layer using a data conversion algorithm; for voice data, the multimodal data processing unit first converts the voice signal into text data, and then converts the text data into logical parameters recognizable by the programming layer using a semantic parsing algorithm; for image data, the multimodal data processing unit extracts key information from the image using an image recognition algorithm, and then converts it into feature parameters recognizable by the programming layer; all converted parameters are transmitted to the programming layer through the data output interface to provide data support for the generation of control commands by the programming layer.

[0049] In some embodiments, the prompt word generation unit may specifically include a scene recognition module, a prompt word template library, and a prompt word generation algorithm. The prompt word generation unit receives application scene information input by the user through the scene recognition module. The scene recognition module matches the corresponding basic template from the prompt word template library based on the scene information. The prompt word generation algorithm then personalizes the basic template based on the user's subsequent input requirements, generating functional programming prompt words highly adapted to the application scene. For example, for the "interactive seventh-grade Chinese language course" scenario, a prompt word might be generated stating, "Based on the content of the seventh-grade lower semester textbook (People's Education Press, 2022 edition), generate programming logic prompts for interactive analysis of text paragraphs, including paragraph key point extraction and question-and-answer interactive functions." This prompt word can be transmitted to the programming layer to assist the user in quickly generating the corresponding programming logic.

[0050] refer to Figure 2 Based on the above embodiments, as another optional embodiment, the system includes: The remote interaction module is communicatively connected to the communication module and the interaction layer. The remote interaction module supports cross-regional terminal data transmission, enabling remote photo or video capture, remote control of wearable terminal modules and associated hardware, and sharing of programming results and hardware control permissions through social platforms.

[0051] In some embodiments, the remote interaction module may specifically include a data transmission interface, a remote control algorithm, and a sharing function module. The remote interaction module establishes communication connections with the communication module and the interaction layer through the data transmission interface. It establishes a cross-regional data link through the mobile communication or mobile hotspot of the communication module. When remote photo or video capture is required, the remote interaction module sends a shooting command to the wearable terminal module. The camera integrated on the wearable terminal module receives the command, executes the shooting operation, and transmits the captured photo or video data back to the external terminal via the data link.

[0052] When remote control of the wearable terminal module and associated hardware is required, the remote interaction module receives remote control commands input from the external terminal and transmits the commands to the wearable terminal module to drive the corresponding hardware to perform actions.

[0053] In some embodiments, the sharing function module of the remote interaction module can generate a sharing link for programming results and hardware control permissions. Users can send the link to other users through social platforms. After receiving users click the link, they can directly view the detailed content of the programming results. If they obtain hardware control permissions, they can also download the corresponding application through the link and send control commands to the wearable terminal module to realize remote control of the hardware.

[0054] Based on the above embodiments, as another optional embodiment, the wearable terminal module is integrated into the wearable item, and the wearable terminal module has a detachable, washable, and sewn plug-in structure. When wearable items need to be washed, the wearable terminal module is disassembled, and after washing, it is reassembled to restore functionality. The wearable terminal module includes a micro-communication unit that links with portable devices such as wristbands and watches. The micro-communication unit is used to utilize the powerful computing power of mobile phones or watches to achieve lightweight, low-cost, and high-efficiency control of the system programming logic.

[0055] In some embodiments, the specific way in which the wearable terminal module is integrated into the wearable item includes: sewing a flexible fabric with a socket at a preset position on the wearable item such as clothing, hat, or gloves; setting a plug at the bottom of the wearable terminal module that matches the socket; and achieving mechanical fixation and circuit connection between the wearable terminal module and the wearable item by inserting the plug into the socket, including a magnetic interface. This connection structure is a plug-in structure.

[0056] When wearable items need washing, users can manually unplug the wearable terminal module from the socket of the wearable item to separate the wearable terminal module from the wearable item. After the wearable item is washed and dried, the plug of the wearable terminal module can be plugged back into the socket to restore the connection between the wearable terminal module and the wearable item and restore the normal function of the wearable terminal module.

[0057] In this embodiment of the application, the micro-communication unit included in the wearable terminal module refers to a small communication module. The micro-communication unit can establish a Bluetooth Low Energy connection with portable devices such as wristbands and watches. When it is necessary to connect to a mobile terminal to achieve lightweight control of programming logic, the user installs a simplified control application on the wristband, watch, or other portable device. This application establishes data interaction with the wearable terminal module through the micro-communication unit. The user inputs simplified control commands on the portable device, and the commands are transmitted to the wearable terminal module through the micro-communication unit. The wearable terminal module executes the commands, thereby achieving lightweight control of programming logic that can be completed at low cost using the powerful functions of a mobile phone.

[0058] Please refer to Figure 3 A flowchart illustrating a programmable wearable terminal control method is presented. This method can be implemented using a computer program, a microcontroller, or run on a programmable wearable terminal control system. The computer program can be integrated into a computer device or run as a standalone application. Specifically, the method includes: S100. Assemble the wearable terminal module of the hardware layer onto the target wearable item, establish a wireless connection between the wearable terminal module and the external terminal through the communication module, and collect data through multiple types of sensor modules. In some embodiments, the assembly operation of the hardware layer wearable terminal module is performed by the user or system maintenance personnel. The wearable terminal module to be assembled may include a flexible electronic module made of silver-plated nylon, with a metal plug at the bottom of the module. A flexible fabric with a matching metal socket is sewn into a preset position on the target wearable item. The user inserts the plug of the wearable terminal module into the socket of the wearable item, such as a magnetic plug socket, and the mechanical fixation and circuit connection between the two are achieved through a plug-in structure.

[0059] S200: When the user has not actually assembled all the hardware, call the hardware simulation module of the programming layer, input the functional requirements to be implemented, and verify the functional logic. In some embodiments, when the user has not actually assembled all the hardware, the user initiates a hardware simulation operation through a visual programming module running on an external terminal. The user clicks the hardware simulation option in the function menu of the visual programming module to call the hardware simulation module in the programming layer. Subsequently, in the simulation module's interface, the user loads the corresponding virtual models of multiple sensor modules and wearable terminal modules according to the requirements of the functions to be implemented. After loading, the user inputs the functional requirements to be implemented through the external terminal. After receiving the functional requirements, the hardware simulation module simulates the data analysis process of the multiple sensor module virtual models, the process of the wearable terminal module virtual model receiving and parsing control commands, and the process of associated hardware executing actions, while simultaneously displaying the status of the entire simulation process in real time on the external terminal's interface.

[0060] S300: Users access the visual programming module of the programming layer through an external terminal to form initial control instructions and functional logic, and generate application instances to be released. In some embodiments, users access a visual programming module of the programming layer via an external terminal. This module may specifically include a graphical programming application running on the external terminal. After opening the application, the user selects the required components from the component library in the application interface and logically assembles them. Once completed, the user clicks the "Generate Application Instance" button in the visual programming module interface. The module generates an application instance to be published based on the assembled logic. This application instance is specifically an application that can be run directly on the external terminal. The user can run the application instance directly on the current external terminal to test its functionality, or save the application instance for subsequent sharing operations.

[0061] The S400 AI processing layer receives the initial control commands generated by the programming layer, and generates prompts and target control commands based on the user-input application scenario through the multimodal data processing unit, the prompt word generation unit, and the interface for calling preset AI services. In some embodiments, the AI ​​processing layer receives initial control commands transmitted by the programming layer through a preset communication connection, and simultaneously receives environmental data collected in real time by various types of sensor modules in the hardware layer and user operation data received by the interaction layer.

[0062] The S500 and AI processing layer transmit target control commands to the wearable terminal module. When the wearable terminal module is connected to the body controller, the body controller parses the target control commands and drives the wearable terminal module and associated hardware to execute preset functions. In some embodiments, the AI ​​processing layer transmits the optimized target control command to the wearable terminal module through the communication module of the hardware layer. When the wearable terminal module is connected to the wearable controller via a plug-in interface, the microprocessor of the wearable terminal module receives the target control command and transmits it to the wearable controller through the interface circuit. The microprocessor inside the wearable controller parses the target control command and extracts the execution action, execution condition, and execution parameters from the command. After parsing, the wearable controller drives the wearable terminal module and associated hardware to execute preset functions through the output interface.

[0063] The S600's human-computer interaction module in the interaction layer receives execution status data from the hardware layer in real time and outputs feedback through the voice interaction unit, touch interaction unit, and external terminal.

[0064] In some embodiments, the human-computer interaction module of the interaction layer receives execution status data from the hardware layer in real time via data lines. This data specifically includes the working status of the wearable terminal module, the execution status of associated hardware, and real-time data collected by various types of sensor modules. Based on the received status data, the human-computer interaction module outputs feedback information through different interaction units.

[0065] It should be noted that the system provided in the above embodiments is only illustrated by the division of the above functional modules. In actual applications, the above 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. In addition, the system and method embodiments provided in the above embodiments belong to the same concept, and the specific implementation process can be found in the method embodiments, which will not be repeated here.

[0066] Based on the above embodiments, as another optional embodiment, the present application embodiment may further include a computer storage medium, which may store multiple instructions adapted for loading by a processor and executing a method of the above embodiments. For the specific execution process, please refer to the detailed description of the above embodiments, which will not be repeated here.

[0067] Based on the above embodiments, as another optional embodiment, this application embodiment may further include an electronic device. The electronic device may include: at least one processor, at least one communication bus, a user interface, at least one network interface, and a memory.

[0068] The communication bus is used to enable communication between these components.

[0069] The user interface may include a display screen and a camera. Optional user interfaces may also include standard wired interfaces and wireless interfaces.

[0070] The network interface may include standard wired interfaces and wireless interfaces (such as Wi-Fi interfaces).

[0071] The processor may include one or more processing cores. It connects to various parts of the server via various interfaces and lines, executing instructions, programs, code sets, or instruction sets stored in memory, and accessing data stored in memory to perform various server functions and process data. The processor can be implemented using at least one of the following hardware forms: Digital Signal Processing (DSP), Field-Programmable Gate Array (FPGA), and Programmable Logic Array (PLA). The processor may integrate one or more of the following: Central Processing Unit (CPU), Graphics Processing Unit (GPU), and modem. The CPU primarily handles the operating system, user interface, and applications; the GPU is responsible for rendering and drawing the content displayed on the screen; and the modem handles wireless communication. It is understood that the modem may also be implemented as a separate chip without being integrated into the processor.

[0072] The memory may include random access memory (RAM) or read-only memory. Optionally, the memory may include a non-transitory computer-readable storage medium. The memory can be used to store instructions, programs, code, code sets, or instruction sets. The memory may include a program storage area and a data storage area, wherein the program storage area may store instructions for implementing an operating system, instructions for at least one function (such as touch function, sound playback function, image playback function, etc.), instructions for implementing the above-described method embodiments, etc.; the data storage area may store data involved in the above-described method embodiments, etc. Optionally, the memory may also be at least one storage device located remotely from the aforementioned processor. As a computer storage medium, the memory may include an operating system, a network communication module, a user interface module, and an application program of one method.

[0073] In electronic devices, the user interface is primarily used to provide an input interface for users and to acquire user input data; while the processor can be used to call an application program stored in memory that represents a method. When executed by one or more processors, this causes the electronic device to perform one or more methods as described in the above embodiments. It should be noted that, for the sake of simplicity, the foregoing method embodiments are all described as a series of actions. However, those skilled in the art should understand that this application is not limited to the described order of actions, as some steps can be performed in other orders or simultaneously according to this application. Furthermore, those skilled in the art should also understand that the embodiments described in the specification are preferred embodiments, and the actions and modules involved are not necessarily essential to this application.

[0074] In the above embodiments, the descriptions of each embodiment have different focuses. For parts not described in detail in a certain embodiment, please refer to the relevant descriptions in other embodiments.

[0075] In the various embodiments provided in this application, it should be understood that the disclosed apparatus can be implemented in other ways. For example, the apparatus embodiments described above are merely illustrative; for instance, the division of units is only a logical functional division, and in actual implementation, there may be other division methods. For example, multiple units or components may be combined or integrated into another system, or some features may be ignored or not executed. Furthermore, the coupling or direct coupling or communication connection shown or discussed may be through some service interface; the indirect coupling or communication connection between apparatuses or units may be electrical or other forms.

[0076] The units described as separate components may or may not be physically separate. The components shown as units may or may not be physical units; that is, they may be located in one place or distributed across multiple network units. Some or all of the units can be selected to achieve the purpose of this embodiment according to actual needs.

[0077] Furthermore, the functional units in the various embodiments of this application can be integrated into one processing unit, or each unit can exist physically separately, or two or more units can be integrated into one unit. The integrated unit can be implemented in hardware or as a software functional unit.

[0078] If the integrated unit is implemented as a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage device (CMD). Based on this understanding, the technical solution of this application, in essence, or the part that contributes to the prior art, or all or part of the technical solution, can be embodied in the form of a software product. This computer software product is stored in a memory and includes several instructions to cause a computer device (which may be a personal computer, server, or network device, etc.) to execute all or part of the steps of the methods of the various embodiments of this application. The aforementioned memory includes various media capable of storing program code, such as USB flash drives, portable hard drives, magnetic disks, or optical disks.

[0079] The above are merely exemplary embodiments of this disclosure and should not be construed as limiting the scope of this disclosure. Any equivalent changes and modifications made in accordance with the teachings of this disclosure shall still fall within the scope of this disclosure. Other embodiments of this disclosure will readily conceive of those skilled in the art upon consideration of the specification and the disclosure of practical truths.

[0080] This application is intended to cover any variations, uses, or adaptations of this disclosure that follow the general principles of this disclosure and include common knowledge or customary techniques in the art not described in this disclosure. The specification and embodiments are to be considered exemplary only, and the scope and spirit of this disclosure are defined by the claims.

Claims

1. A programmable wearable terminal control system, characterized in that, The system includes: The hardware layer includes a wearable terminal module, multiple sensor modules, and a communication module. The wearable terminal module is used to be integrated into wearable items. The multiple sensor modules are used to collect environmental data and human body-related data. The communication module is used to interact with external terminals. The programming layer includes a visual programming module, which includes components for event detection, interface control, and resource management. These components are used to implement hardware control instructions and functional logic, and generate application instances for use and sharing. The interaction layer includes a human-computer interaction module, which receives operation commands input by the user and outputs feedback information on the execution results of the hardware layer. The AI ​​processing layer integrates one or more interfaces for calling preset AI services and communicates with the programming layer, hardware layer and interaction layer respectively. The programming layer generates control commands, which are then processed by the AI ​​processing layer in conjunction with the data collected by the multi-type sensor modules. The data is then transmitted to the wearable terminal module via the communication module, driving the wearable terminal module and associated hardware to execute preset functions. The interaction layer provides real-time feedback on the execution status.

2. The programmable wearable terminal control system according to claim 1, characterized in that, The hardware layer also includes: The wearable controller is a programmable controller and is detachably connected to the wearable terminal module; The multi-type sensor module includes temperature sensors, humidity sensors, light sensors, and ultraviolet light sensors, etc. The communication module supports Bluetooth, mobile communication, and mobile hotspot communication methods, and is used to realize cross-device data interaction between the wearable terminal module and mobile phones, tablets, or robot terminals.

3. The programmable wearable terminal control system according to claim 1, characterized in that, The programming layer also includes: The hardware simulation module is communicatively connected to the virtual models of the multi-type sensor modules and wearable terminal modules. It is used to simulate the process of sensor data acquisition and hardware instruction execution when the user does not actually assemble the hardware, and to verify the feasibility of the function to be simulated.

4. The programmable wearable terminal control system according to claim 1, characterized in that, The human-computer interaction module of the interaction layer includes: A voice interaction unit, wherein the voice interaction unit is used to support users in triggering programming logic adjustments or hardware function switching through natural language commands; The touch interaction unit forms a circuit loop with the human body as a common terminal, and the user triggers control commands by touching preset touch points on the wearable terminal module.

5. The programmable wearable terminal control system according to claim 1, characterized in that, The AI ​​processing layer includes: A multimodal data processing unit is used to process environmental data collected by the multi-type sensor modules and external terminal voice or image data received by the interaction layer, and convert them into parameters that can be recognized by the programming layer. The prompt word generation unit is used to generate corresponding AI automatic function programming prompt words based on the application scenario input by the user.

6. The programmable wearable terminal control system according to claim 1, characterized in that, include: A remote interaction module, which is communicatively connected to the communication module and the interaction layer, respectively. The remote interaction module supports cross-regional terminal data transmission, enabling remote photo or video capture and remote control of the wearable terminal module and associated hardware, as well as sharing programming results and hardware control permissions through social platforms.

7. The programmable wearable terminal control system according to claim 1, characterized in that, The wearable terminal module is integrated into the wearable item, and the wearable terminal module has a detachable, washable, and sewn plug-in structure. When the wearable item needs to be washed, the wearable terminal module is disassembled, and after washing, it is reassembled to restore its function. The wearable terminal module includes a micro-communication unit that links with portable devices such as wristbands and watches. The micro-communication unit is used to utilize the powerful computing power of mobile phones or watches to achieve lightweight, low-cost, and high-efficiency control of the system programming logic.

8. A programmable wearable terminal control method, characterized in that, The method, applied to the programmable wearable terminal control system as described in any one of claims 1-7, comprises: The wearable terminal module of the hardware layer is assembled into the target wearable item, and a wireless connection between the wearable terminal module and the external terminal is established through the communication module. Data is collected through multiple types of sensor modules. When the user has not actually installed all the hardware, the hardware simulation module of the programming layer is called, the functional requirements to be implemented are input, and the functional logic is verified. Users access the visual programming module of the programming layer through the external terminal to form initial control instructions and functional logic, and generate application instances to be released; The AI ​​processing layer receives the initial control instructions generated by the programming layer, and generates prompts and target control instructions based on the application scenario input by the user through the multimodal data processing unit, the prompt word generation unit, and the interface for calling preset AI services. The AI ​​processing layer transmits the target control command to the wearable terminal module. When the wearable terminal module is connected to the body controller, the body controller parses the target control command and drives the wearable terminal module and associated hardware to perform preset functions. The human-computer interaction module of the interaction layer receives the execution status data of the hardware layer in real time and outputs feedback through the voice interaction unit, the touch interaction unit, and the external terminal.

9. An electronic device, characterized in that, It includes a processor, a memory, a user interface, and a network interface. The memory is used to store instructions, the user interface and the network interface are used to communicate with other devices, and the processor is used to execute the instructions stored in the memory to cause the electronic device to perform the method as described in any one of claims 1-7.

10. A computer-readable storage medium, characterized in that, The computer-readable storage medium stores a plurality of instructions adapted to be loaded by a processor and executed as described in any one of claims 1-7.