Interaction system and method of sewing equipment internet-of-things full-process encryption communication protocol

Abstract

The invention provides an interaction system and method for a sewing equipment internet of things full-process encryption communication protocol, and the system comprises a message obtaining module which obtains an authentication instruction message or an equipment task message; the service center module respectively determines registration request information and equipment control information according to the authentication instruction message and the equipment task message; the wireless communication module performs safe interaction on the registration request information and the equipment control information according to an Internet of Things full-process encryption communication protocol, and feeds sewing equipment registration authentication information and sewing equipment regulation and control response information back to the service center module according to the Internet of Things full-process encryption communication protocol; and the sewing equipment module acquires sewing equipment registration authentication information according to the registration request information and performs regulation and control response according to the equipment control information to obtain sewing equipment regulation and control response information. According to the method, the communication data is prevented from being stolen, tampered or counterfeited by adopting an Internet of Things full-process encryption communication protocol, and the security of data interaction is improved.

Description

Technical Field

[0001] The present invention relates to the technical field of Internet of Things, and in particular to an interactive system and method for a full-process encrypted communication protocol of the Internet of Things for sewing equipment. Background Art

[0002] With the rapid development of industrial automation and informatization, sewing equipment, a crucial production tool in numerous industries, such as garment manufacturing and home textile production, is becoming increasingly intelligent. In recent years, the rise of the Internet of Things (IoT) has provided new technical means for implementing functions such as remote monitoring, fault diagnosis, and production scheduling for sewing equipment. This allows sewing equipment to exchange data with cloud servers and mobile terminals over the Internet, enabling intelligent management and optimizing production processes.

[0003] However, communication security issues are becoming increasingly prominent in IoT applications for sewing equipment. The production process of sewing equipment involves a large amount of production data, process parameters, and equipment status information. The transmission and storage of this data requires strict security protection. If communication data is stolen, tampered with, or forged, it can lead to production accidents, product quality issues, and even the disclosure of corporate trade secrets.

[0004] At present, the Internet of Things communication security performance of sewing equipment adopted by the interactive system of sewing equipment is low, and there is a lack of encryption protection for the entire communication protocol process, which is easily exploited by attackers. There is a high risk of communication data being stolen, tampered with or forged. Therefore, the present invention proposes an interactive system of the Internet of Things full-process encrypted communication protocol for sewing equipment, which adopts the Internet of Things full-process encrypted communication protocol for full-process encryption protection to prevent communication data from being stolen, tampered with or forged, thereby improving the security of data interaction. Summary of the Invention

[0005] The purpose of the present invention is to provide an interactive system and method for a full-process encrypted communication protocol of the Internet of Things for sewing equipment to solve the problems raised in the above background technology.

[0006] To achieve the above-mentioned object, the present invention provides the following technical solutions: an interactive system for a full-process encrypted communication protocol of the Internet of Things for sewing equipment, comprising: a message acquisition module, a service center module, a wireless communication module, and a sewing equipment module;

[0007] The message acquisition module is used to acquire authentication instruction messages or device task messages;

[0008] The service center module is used to determine registration request information and device control information according to the authentication instruction message and the device task message respectively;

[0009] The wireless communication module is used to securely interact with the registration request information and the device control information in accordance with the full-process encrypted communication protocol of the Internet of Things, and to feed back the sewing equipment registration authentication information and the sewing equipment control response information to the service center module in accordance with the full-process encrypted communication protocol of the Internet of Things;

[0010] The sewing equipment module is used to collect equipment registration information according to the registration request information to obtain sewing equipment registration authentication information, and to make a regulation response according to the equipment control information to obtain sewing equipment regulation response information.

[0011] Furthermore, the sewing equipment module includes: a first acquisition unit, a control response unit and a second acquisition unit;

[0012] The first collecting unit is used to collect device registration information for the sewing device according to the registration request information to obtain sewing device registration authentication information;

[0013] The control response unit is used to control the sewing equipment according to the equipment control information;

[0014] The second collecting unit is used to collect equipment status information of the sewing equipment, obtain sewing equipment status collected information, and determine sewing equipment control response information according to the sewing equipment status collected information.

[0015] Furthermore, the service center module includes: a registration and authentication unit and a device management and control unit;

[0016] The registration and authentication unit is configured to perform an authentication response according to the authentication instruction message, determine the registration request information, and upon obtaining the sewing equipment registration and authentication information, perform authentication and registration for the sewing equipment registration and authentication information, establish a trust relationship between the service center and the sewing equipment, confirm that the sewing equipment authentication and registration is passed, and obtain an authentication and registration result;

[0017] The device control unit is used to determine device control information for the sewing device based on the device task message in combination with the authentication and registration result to obtain the device control information.

[0018] Furthermore, the equipment control information includes: equipment parameter control information, equipment control control information and task control file. When the equipment management and control unit determines the equipment control information for the sewing equipment in combination with the authentication and registration results, it includes: determining the task control file for the sewing equipment according to the equipment task message in combination with the authentication and registration results, and determining the equipment parameter control information or equipment control control information for the sewing equipment according to the equipment task message in combination with the authentication and registration results.

[0019] Furthermore, the wireless communication module includes: a data identification unit, an analysis and processing unit, and an encryption communication unit;

[0020] The data identification unit is used to monitor the service center module and the sewing equipment module, identify target monitoring information, and obtain data identification results;

[0021] The analysis and processing unit is used to process the monitoring information according to the data identification result and determine the data information to be transmitted;

[0022] The encryption communication unit is used to encrypt and transmit the data information to be transmitted using the Internet of Things full-process encryption algorithm.

[0023] Furthermore, the data identification unit monitors the service center module and the sewing equipment module, including:

[0024] Analyze the service center module and sewing equipment module respectively to determine the data information sent by the service center module and the data information sent by the sewing equipment module;

[0025] Performing direct correlation information analysis on the data information sent by the service center module and the data information sent by the sewing equipment module to determine first correlation information and second correlation information;

[0026] The data information sent by the service center module is combined with the first correlation information to determine the first target monitoring information, and the data information sent by the sewing equipment module is combined with the second correlation information to determine the second target monitoring information;

[0027] Performing information monitoring and identification on the service center module according to the first target monitoring information, determining whether the service center module contains data information sent by the service center module or the first related information, and obtaining a first data identification result;

[0028] According to the second target monitoring information, information monitoring and identification is performed on the sewing equipment module to determine whether the sewing equipment module has data information or second associated information sent by the sewing equipment module, and obtain a second data identification result.

[0029] Furthermore, the analysis and processing unit performs data processing on the monitoring information according to the data recognition result, including:

[0030] When the data identification result is that the target monitoring information appears, the data type analysis is performed on the target monitoring information to obtain the data type to be transmitted; the data type to be transmitted includes: request information, data information and response information;

[0031] Data processing is performed on the target monitoring information according to the type of data to be transmitted. When the type of data to be transmitted is request information, the target monitoring information is the data information to be transmitted. When the type of data to be transmitted is data information, the target monitoring information is optimized and the optimized target monitoring information is used as the data information to be transmitted. When the type of data to be transmitted is response information, a change analysis is performed based on the target monitoring data in combination with the response object to determine the response result, and the data information to be transmitted is obtained according to the response result.

[0032] Furthermore, the encryption communication unit uses the Internet of Things full-process encryption algorithm to encrypt and transmit the data information to be transmitted, including: using the Internet of Things full-process encryption algorithm to encrypt the data information to be transmitted to obtain the encrypted data information to be transmitted; performing quantum communication on the encrypted data information to be transmitted, and transmitting the encrypted data information to be transmitted to the target location; wherein, using the Internet of Things full-process encryption algorithm to encrypt the data information to be transmitted includes:

[0033] Use deep learning models to optimize and extract features of the data to be transmitted, and obtain the features of the data to be transmitted;

[0034] A neural network key generator is used to dynamically generate encryption keys based on the characteristics of the data to be transmitted;

[0035] The encryption key is matched with the information characteristics of the data to be transmitted, and based on the matching result, the encryption key is combined with the information characteristics of the data to be transmitted to perform chaotic mapping encryption to obtain the encrypted data information to be transmitted.

[0036] Furthermore, when the IoT full-process encryption algorithm is used to encrypt the data information to be transmitted, an artificial intelligence algorithm is also used to perform encryption optimization to obtain the optimized encryption algorithm parameters, and an encryption optimization algorithm is determined based on the optimized encryption algorithm parameters, and then the encryption optimization algorithm is used to encrypt the data information to be transmitted.

[0037] An interactive method for a full-process encrypted communication protocol of the Internet of Things for sewing equipment, comprising:

[0038] Obtain the authentication instruction message, and determine the registration request information according to the authentication instruction message at the service center;

[0039] Transmit the registration request information to the sewing equipment according to the full-process encrypted communication protocol of the Internet of Things;

[0040] Collect device registration information according to the registration request information, obtain sewing equipment registration authentication information, and transmit the sewing equipment registration authentication information to the service center in accordance with the full-process encrypted communication protocol of the Internet of Things;

[0041] The service center performs authentication and registration according to the sewing equipment registration and authentication information and obtains the authentication and registration results;

[0042] Obtain device task messages, determine device control information based on the device task messages in combination with the authentication and registration results, and obtain device control information;

[0043] The device control information is transmitted to the sewing device according to the full-process encrypted communication protocol of the Internet of Things, and a control response is performed according to the device control information to obtain sewing device control response information;

[0044] Combined with the Internet of Things full-process encrypted communication protocol, the service center responds and feedbacks to the sewing equipment control response information.

[0045] The present invention realizes the intelligent management and control of sewing equipment, which can not only obtain external information for interactive response, but also improve the comprehensiveness of interaction by realizing data information interaction between the service center and the sewing equipment, and can better perform sewing equipment management and control, improve the efficiency of sewing equipment, and optimize the production process of sewing manufacturing. In addition, the Internet of Things full-process encrypted communication protocol is adopted for data information interaction, which realizes full-process protection of data information, avoids it from being exploited by attackers, reduces the risk of interactive data being stolen, tampered with or forged, improves the security of data interaction, and enables sewing equipment to better perform production and manufacturing.

[0046] Other features and advantages of the present invention will be described in the following description, and in part will become apparent from the description, or will be understood by practicing the present invention. The purpose and other advantages of the present invention can be realized and obtained through the structures specifically pointed out in the application documents.

[0047] The technical solution of the present invention is further described in detail below through the accompanying drawings and embodiments. BRIEF DESCRIPTION OF THE DRAWINGS

[0048] The accompanying drawings are used to provide a further understanding of the present invention and constitute a part of the specification. Together with the embodiments of the present invention, they are used to explain the present invention and do not constitute a limitation of the present invention. In the accompanying drawings:

[0049] Figure 1 A schematic diagram of the interactive system of the present invention;

[0050] Figure 2 A schematic diagram of a sewing equipment module of the interactive system according to the present invention;

[0051] Figure 3 This is a schematic diagram of a service center module of the interactive system according to the present invention;

[0052] Figure 4 A schematic diagram of a wireless communication module of the interactive system according to the present invention;

[0053] Figure 5 This is a schematic diagram of the steps of the data identification unit of the wireless communication module in the interactive system of the present invention;

[0054] Figure 6 This is a schematic diagram of the steps of the analysis and processing unit of the wireless communication module in the interactive system of the present invention;

[0055] Figure 7 This is a schematic diagram of the steps of the encryption communication unit of the wireless communication module in the interactive system of the present invention;

[0056] Figure 8 Schematic diagram of the steps of the interactive method of the present invention. DETAILED DESCRIPTION

[0057] The preferred embodiments of the present invention are described below with reference to the accompanying drawings. It should be understood that the preferred embodiments described herein are only used to illustrate and explain the present invention, and are not used to limit the present invention.

[0058] like Figure 1 As shown, the embodiment of the present invention provides an interactive system of the full-process encrypted communication protocol of the Internet of Things for sewing equipment, including: a message acquisition module, a service center module, a wireless communication module and a sewing equipment module;

[0059] The message acquisition module is used to acquire authentication instruction messages or device task messages;

[0060] The service center module is used to determine registration request information and device control information according to the authentication instruction message and the device task message respectively;

[0061] The wireless communication module is used to securely interact with the registration request information and the device control information in accordance with the full-process encrypted communication protocol of the Internet of Things, and to feed back the sewing equipment registration authentication information and the sewing equipment control response information to the service center module in accordance with the full-process encrypted communication protocol of the Internet of Things;

[0062] The sewing equipment module is used to collect equipment registration information according to the registration request information to obtain sewing equipment registration authentication information, and to make a regulation response according to the equipment control information to obtain sewing equipment regulation response information.

[0063] In the above technical solution, the message acquisition module is connected to the service center module, and the service center module is connected to the sewing equipment module via the wireless communication module.

[0064] In the above technical solution, there are multiple sewing devices in the sewing device module.

[0065] The above technical solution realizes the intelligent management and control of sewing equipment. Not only can the message acquisition module acquire external information for interactive response, but it also enables data information exchange between the service center and the sewing equipment through the wireless communication module, improving the comprehensiveness of the interaction, enabling better management and control of sewing equipment, improving sewing equipment efficiency, and optimizing the sewing manufacturing production process. In addition, the wireless communication module uses the Internet of Things full-process encrypted communication protocol for data information exchange, achieving full-process protection of data information, preventing it from being exploited by attackers, reducing the risk of interactive data being stolen, tampered with, or forged, and improving the security of data interaction, allowing sewing equipment to better perform production and manufacturing.

[0066] In one embodiment provided by the present invention, Figure 2 As shown, the sewing equipment module includes: a first acquisition unit, a control response unit and a second acquisition unit;

[0067] The first collecting unit is used to collect device registration information for the sewing device according to the registration request information to obtain sewing device registration authentication information;

[0068] The control response unit is used to control the sewing equipment according to the equipment control information;

[0069] The second collecting unit is used to collect equipment status information of the sewing equipment, obtain sewing equipment status collected information, and determine sewing equipment control response information according to the sewing equipment status collected information.

[0070] In the above technical solution, the first acquisition unit, the control response unit and the second acquisition unit correspond to the sewing equipment.

[0071] In the above technical solution, the sewing equipment status collection information includes: operating status data information, equipment parameter data information, equipment control data information, etc.

[0072] The above technical solution realizes information collection and regulation of sewing equipment through the sewing equipment module. Not only can the device registration information of the sewing equipment be obtained through the first collection unit, so that the service center can perform authentication and registration based on the device registration collection information, ensuring that the interactive system is trustworthy and reliable in the communication relationship between the service center and the sewing equipment, but the control response unit can also be used to regulate the sewing equipment according to the device control information, thereby realizing the service center's control over the sewing equipment, ensuring the intelligence level of the sewing equipment, and improving the production and manufacturing efficiency of the sewing equipment. At the same time, the device status information of the sewing equipment is obtained through the second collection unit to clarify whether the sewing equipment is running or whether it is regulated according to the control of the service center, so that it is clear whether the service center has effectively controlled the sewing equipment, thereby ensuring the safe interaction of the wireless communication module.

[0073] In one embodiment provided by the present invention, Figure 3 As shown, the service center module includes: a registration and authentication unit and a device management and control unit;

[0074] The registration and authentication unit is configured to perform an authentication response according to the authentication instruction message, determine the registration request information, and upon obtaining the sewing equipment registration and authentication information, perform authentication and registration for the sewing equipment registration and authentication information, establish a trust relationship between the service center and the sewing equipment, confirm that the sewing equipment authentication and registration is passed, and obtain an authentication and registration result;

[0075] The device control unit is used to determine device control information for the sewing device based on the device task message in combination with the authentication and registration result to obtain the device control information.

[0076] In the above technical solution, after obtaining the authentication registration result, the registration and authentication unit also provides result feedback for the corresponding authentication instruction message, generates a result feedback message according to the authentication registration result combined with the authentication instruction message, and feeds back the result feedback message to the message acquisition module.

[0077] In the above technical solution, the device control information includes: device parameter control information, device control control information and task control files.

[0078] The above technical solution realizes the intelligent management of the service center. It can not only register and authenticate the sewing equipment through the registration and authentication unit to ensure the security of the service center, so that the service center can manage and control the sewing equipment that has passed the registration and authentication, but also realize the management and control of the sewing equipment through the equipment management unit, so that the sewing equipment can be produced and manufactured efficiently, thereby improving the efficiency of the sewing equipment.

[0079] In one embodiment provided by the present invention, the device control information includes: device parameter control information, device control control information and task control file. When the device management and control unit determines the device control information for the sewing equipment in combination with the authentication and registration results, it includes: determining the task control file for the sewing equipment according to the device task message in combination with the authentication and registration results, and determining the device parameter control information or device control control information for the sewing equipment according to the device task message in combination with the authentication and registration results.

[0080] In the above technical solution, the device control information may be single-aspect control adjustment information.

[0081] In the above technical solution, when downloading the task control file according to the device task information, the task characteristics are determined according to the device task information, and the task control file is matched and downloaded in the task control database according to the task characteristics.

[0082] In the above technical solution, when determining the task control file for the sewing equipment based on the device task message in combination with the authentication registration result, the authentication registration result is identified and analyzed for the registration authentication unit. When it is determined that the authentication registration result is that the sewing equipment authentication registration is passed, the task control file is downloaded according to the device task information to obtain the task control download file. At the same time, the sewing equipment registration authentication information is retrieved in the registration authentication unit to obtain the identification information of the sewing equipment. Then, the task download file is processed in combination with the identification information of the sewing equipment to obtain the task control file.

[0083] In the above technical solution, when determining the device parameter control information or the device control control information for the sewing device according to the device task message in combination with the authentication and registration result, it is analyzed and determined whether the sewing device control response information is received. When the sewing device control response information is received, the target sewing device is determined, and authentication and registration verification is performed on the target sewing device to determine whether the authentication and registration of the target sewing device are passed. When the authentication and registration of the target sewing device are passed, the sewing device control response information is analyzed and determined in combination with the device task information to determine whether the current device parameters or device control of the sewing device need to be adjusted. When the current device parameters or device control of the sewing device need to be adjusted, the target device parameter information or target device control information is determined, and the identification information of the target sewing device is obtained at the same time. Then, the control information analysis and processing are performed on the target device parameter information or target device control information in combination with the identification information of the sewing device to obtain the device parameter control information or device control control information.

[0084] The above technical solution not only enables overall task control based on device task messages, but also enables regulation of device references for sewing equipment or single-aspect regulation of sewing equipment, improving the performance of the interactive system and enabling the service center to conduct more comprehensive and flexible management and control of sewing equipment. Furthermore, when determining a task control file for a sewing device based on the device task message combined with the authentication and registration results, the task control file can be downloaded based on the device task information, enabling efficient and rapid acquisition of the task control file. Furthermore, the downloaded task file is processed based on the identification information of the sewing device, ensuring that the task control file contains the identification information of the sewing device that has passed authentication and registration. This not only avoids confusion in sewing device control, but also ensures the security of the task control file. At the same time, when determining the device parameter control information or device control control information for the sewing equipment based on the device task message combined with the authentication and registration result, the authentication and registration verification is performed on the target sewing equipment, so that only the sewing equipment that has passed the authentication and registration is analyzed and the control information is determined, thereby ensuring the effectiveness of the equipment management and control unit, thereby improving the reliability of the service center module, and when the current device parameters or device control of the sewing equipment need to be adjusted, the control information analysis and processing are performed on the target device parameter information or target device control information in combination with the identification information of the sewing equipment, so that the device parameter control information or the device control control information contains the identification information of the target sewing equipment, thereby avoiding control confusion, and thus achieving effective control of the target sewing equipment.

[0085] In one embodiment provided by the present invention, Figure 4 As shown, the wireless communication module includes: a data identification unit, an analysis and processing unit and an encryption communication unit;

[0086] The data identification unit is used to monitor the service center module and the sewing equipment module, identify target monitoring information, and obtain data identification results;

[0087] The analysis and processing unit is used to process the monitoring information according to the data identification result and determine the data information to be transmitted;

[0088] The encryption communication unit is used to encrypt and transmit the data information to be transmitted using the Internet of Things full-process encryption algorithm.

[0089] In the above technical solution, the data identification unit, the analysis and processing unit, and the encryption communication unit are connected in sequence.

[0090] The above technical solution monitors the service center module and the sewing equipment module through the data identification unit, and can timely discover the target monitoring information, so that the wireless communication module can timely and securely interact with the target monitoring information, thereby improving the timeliness of the wireless communication module. Moreover, the analysis and processing unit processes the monitoring information according to the data identification results to ensure the effectiveness of data processing. At the same time, it can also improve the quality of the data to be transmitted, reduce the redundancy of the attachment information in the data to be transmitted, and ensure the transmission efficiency of the data to be transmitted. Moreover, the encryption communication unit adopts the Internet of Things full-process encryption algorithm for encryption and transmission, thereby realizing full-process security protection of the data to be transmitted, improving the security of the data to be transmitted, and avoiding the theft, tampering or forgery of the data to be transmitted during the transmission process, thereby ensuring the safety and reliability of the interactive system.

[0091] In one embodiment provided by the present invention, Figure 5 As shown, the data identification unit monitors the service center module and the sewing equipment module, including:

[0092] A1. Analyze the service center module and the sewing equipment module separately to determine the data information sent by the service center module and the data information sent by the sewing equipment module;

[0093] A2. Analyze the directly related information between the data information sent by the service center module and the data information sent by the sewing equipment module to determine the first related information and the second related information;

[0094] A3. Determine first target monitoring information by combining the data information sent by the service center module with the first correlation information, and determine second target monitoring information by combining the data information sent by the sewing equipment module with the second correlation information;

[0095] A4. Perform information monitoring and identification on the service center module according to the first target monitoring information to determine whether the service center module contains data information or first related information sent by the service center module, thereby obtaining a first data identification result.

[0096] A5. Perform information monitoring and identification on the sewing equipment module according to the second target monitoring information to determine whether the sewing equipment module has data information or second associated information sent by the sewing equipment module, and obtain a second data identification result.

[0097] In the above technical solution, direct related information analysis is performed on the data information sent by the service center module and the data information sent by the sewing equipment module to determine whether the data information sent by the service center module and the data information sent by the sewing equipment module are directly collected data information. If so, the data information sent by the service center module is the first related information, and the data information sent by the sewing equipment module is the second related information. If not, the data information sent by the service center module and the data information sent by the sewing equipment module are analyzed to determine which data information they are composed of, and the directly collected data information is determined based on the composed data information, thereby determining the first related information and the second related information.

[0098] The above technical solution determines the data information sent by the service center module and the sewing equipment module and analyzes the directly related information to clarify the data information transmitted and received in the service center module and the sewing equipment module, thereby enabling comprehensive monitoring to be performed in the service center module and the sewing equipment module, timely discovery of data information that needs to be transmitted, improving the sensitivity of the wireless communication module, enabling the interactive system to timely exchange data information between the service center module and the sewing equipment module, improving the service center's efficient control of the sewing equipment, and enabling the sewing equipment to be produced and manufactured more efficiently.

[0099] In one embodiment provided by the present invention, Figure 6 As shown, the analysis and processing unit performs data processing on the monitoring information according to the data recognition result, including:

[0100] B1. When the data recognition result indicates that target monitoring information appears, perform data type analysis on the target monitoring information to obtain the data type to be transmitted; the data type to be transmitted includes: request information, data information, and response information;

[0101] B2. Perform data processing on the target monitoring information according to the type of data to be transmitted. When the type of data to be transmitted is request information, the target monitoring information is the data information to be transmitted. When the type of data to be transmitted is data information, optimize the target monitoring information and use the optimized target monitoring information as the data information to be transmitted. When the type of data to be transmitted is response information, perform change analysis based on the target monitoring data in combination with the response object, determine the response result, and obtain the data information to be transmitted according to the response result.

[0102] In the above technical solution, when the data recognition result is that no target monitoring information is found, the analysis and processing unit does not need to make any response.

[0103] In the above technical solution, when the type of data to be transmitted is response information, it is determined whether the target monitoring data is the monitoring data of the service center module or the monitoring data of the sewing equipment module; when the target monitoring data is the monitoring data of the service center module, matching verification is performed based on the target monitoring data in combination with the response object, and when the matching verification passes, the target monitoring data is used as the data information to be transmitted; when the target monitoring data is the monitoring data of the sewing equipment module, the receiving data information for the response is determined, the receiving time is obtained, and the ideal response data is determined based on the receiving data information; historical data is retrieved for the target monitoring data to obtain target monitoring historical data; data is filtered for the target monitoring historical data according to the receiving time, and the target monitoring historical data that is adapted to the receiving time in the target monitoring historical data is selected. The historical data is filtered out to obtain the target monitoring screening data; the target monitoring data is combined with the target monitoring screening data for change analysis to obtain the target monitoring change data; the target monitoring change data is analyzed in combination with the ideal response data to determine whether the target monitoring change data reaches the ideal response data, thereby obtaining the response result; when the response result is that the target monitoring change data reaches the ideal response data, the received data information responds normally, and the target monitoring data is combined with the response result to obtain the data information to be transmitted; when the response result is that the target monitoring change data does not reach the ideal response data, the received data information responds abnormally, and a feature analysis is performed on the target monitoring change data to obtain the target monitoring change data feature, and then the target monitoring change data feature is combined with the response result to obtain the data information to be transmitted.

[0104] The above technical solution processes the monitoring information according to the data recognition result, so that the data processing response is only performed when the data recognition result is the target monitoring information, thereby ensuring the effectiveness of data processing and reducing time waste. In addition, the data processing is performed according to the data type to be transmitted, and different data processing is performed for different target monitoring information, thereby reducing the redundancy of additional information, ensuring the simplicity and effectiveness of the data information to be transmitted, and reducing the interference of additional information in the data information to be transmitted, thereby improving transmission efficiency. In addition, when the data type to be transmitted is the response information, if the received data information response is normal, the target monitoring data is combined with the response result to obtain the data information to be transmitted, so that the data information to be transmitted can not only clearly define the response situation, but also understand the current target monitoring data situation after the response based on the target monitoring data. In addition, when the data information response is abnormal, the loss impact of the sewing equipment itself is clarified by performing feature analysis on the target monitoring change data, so that the difference characteristics of the sewing equipment can be understood through the data information to be transmitted, providing a reference for subsequent regulation, making subsequent regulation more accurate, thereby reducing the error of the interactive system and providing accuracy guarantee for the data interaction of the interactive system.

[0105] In one embodiment provided by the present invention, the encryption communication unit uses the Internet of Things full-process encryption algorithm to encrypt and transmit the data information to be transmitted, including: using the Internet of Things full-process encryption algorithm to encrypt the data information to be transmitted to obtain the encrypted data information to be transmitted; performing quantum communication on the encrypted data information to be transmitted, and transmitting the encrypted data information to be transmitted to the target location; wherein, if Figure 7 As shown, the IoT full-process encryption algorithm is used to encrypt the data to be transmitted, including:

[0106] C1. Use the deep learning model to optimize and extract features of the data to be transmitted to obtain the features of the data to be transmitted;

[0107] C2, using a neural network key generator to dynamically generate encryption keys based on the characteristics of the data to be transmitted;

[0108] C3. Match the encryption key with the characteristics of the data information to be transmitted, and based on the matching result, perform chaotic mapping encryption on the encryption key in combination with the characteristics of the data information to be transmitted to obtain the encrypted data information to be transmitted.

[0109] In the above technical solutions, the deep learning model captures the deep patterns of data by constructing multi-layer neural networks, such as convolutional neural networks and long short-term memory networks.

[0110] In the above technical solution, when the deep learning model is used to optimize the data information to be transmitted, redundancy and noise are removed from the data information to be transmitted.

[0111] In the above technical solution, when a deep learning model is used for feature extraction, a feature extraction function of the deep learning model is used to extract feature vectors from the data information to be transmitted after information optimization.

[0112] In the above technical solution, the neural network key generator is a key generator based on a neural network, which dynamically generates encryption keys based on the extracted feature vectors. The neural network can be a multi-layer perceptron or other structures.

[0113] In the above technical solution, when the encryption key is combined with the characteristics of the data information to be transmitted for chaotic mapping encryption based on the matching result, the characteristics of the data information to be transmitted and the data information to be transmitted are XORed to obtain a first processing result, and then the encryption function is combined with the encryption key to encrypt the first processing result to obtain the encrypted data information to be transmitted.

[0114] The above technical solution uses an IoT full-process encryption algorithm to encrypt data to be transmitted, overcoming the limitations of traditional encryption algorithms. This not only improves the security of the data to be transmitted, but also enables signal recognition and error correction during quantum communication, effectively enhancing the stability of quantum communication and the stability of the wireless communication module. This allows for more stable interaction between the sewing equipment module and the service center module, improving the performance of the interactive system. Furthermore, within the IoT full-process encryption algorithm, a deep learning model is used to analyze ciphertext to identify patterns or potential weaknesses in the encryption process, providing a basis for optimizing the encryption algorithm. Key management is implemented through a neural network key generator, and by simulating biological neural networks, effective key distribution and updates are achieved, improving security.

[0115] In one embodiment provided by the present invention, when using the Internet of Things full-process encryption algorithm to encrypt the data information to be transmitted, an artificial intelligence algorithm is also used to perform encryption optimization to obtain the optimized encryption algorithm parameters, and an encryption optimization algorithm is determined based on the optimized encryption algorithm parameters, and then the encryption optimization algorithm is used to encrypt the data information to be transmitted.

[0116] In the above technical solution, when determining the encryption optimization algorithm based on the optimized encryption algorithm parameters, the optimized encryption algorithm parameters are determined by the following formula:

[0117] Y * =argmin(Y)L(Y)

[0118] Among them, Y is the encryption algorithm parameter set, L is the loss function, which represents the performance of the encryption algorithm, and Y * are the optimized parameters.

[0119] In the above technical solution, when using artificial intelligence algorithms for encryption optimization, genetic algorithms or particle swarm optimization are used to optimize the encryption algorithm parameters to reduce computational complexity and increase encryption speed.

[0120] The above technical solution uses artificial intelligence algorithms to optimize the encryption process and optimize the encryption algorithm parameters, thereby improving the encryption algorithm, so that the encryption optimization algorithm can better encrypt the data information to be transmitted, increase the encryption speed of the encryption optimization algorithm, and enhance the security of the encrypted data information to be transmitted.

[0121] like Figure 8 As shown, an embodiment of the present invention provides an interactive method for a sewing equipment Internet of Things full-process encrypted communication protocol, including:

[0122] Step 1: Obtain the authentication instruction message and determine the registration request information based on the authentication instruction message at the service center;

[0123] Step 2: Transmit the registration request information to the sewing equipment according to the full-process encrypted communication protocol of the Internet of Things;

[0124] Step 3: Collect device registration information according to the registration request information, obtain sewing device registration authentication information, and transmit the sewing device registration authentication information to the service center in accordance with the full-process encrypted communication protocol of the Internet of Things;

[0125] Step 4: The service center performs authentication and registration according to the sewing equipment registration and authentication information and obtains the authentication and registration result;

[0126] Step 5: Obtain device task information, determine device control information based on the device task information in combination with the authentication and registration results, and obtain device control information;

[0127] Step 6: Transmit the device control information to the sewing device according to the full-process encrypted communication protocol of the Internet of Things, and perform regulation and response according to the device control information to obtain sewing device regulation and response information;

[0128] Step 7: Combine the IoT full-process encrypted communication protocol to provide service center response feedback for sewing equipment control response information.

[0129] The above technical solution is an interaction method corresponding to an interactive system of an Internet of Things full-process encrypted communication protocol for sewing equipment, which realizes the intelligent management and control of sewing equipment. It can not only obtain external information for interactive response, but also improve the comprehensiveness of interaction by realizing data information interaction between the service center and the sewing equipment, and can better control the sewing equipment, improve the efficiency of the sewing equipment, and optimize the production process of sewing manufacturing. In addition, the Internet of Things full-process encrypted communication protocol is used for data information interaction to realize full-process protection of data information, avoid being exploited by attackers, reduce the risk of interactive data being stolen, tampered with or forged, improve the security of data interaction, and enable sewing equipment to better carry out production and manufacturing.

[0130] Those skilled in the art should understand that the first and second in the present invention merely refer to different application stages.

[0131] Other embodiments of the present disclosure will readily occur to those skilled in the art after considering the specification and practicing the disclosure herein. This application is intended to cover any variations, uses, or adaptations of the present disclosure that follow from the general principles of the present disclosure and include common knowledge or customary techniques in the art not disclosed herein. The description and examples are to be considered as exemplary only, with the true scope and spirit of the present disclosure being indicated by the following claims.

[0132] It should be understood that the present disclosure is not limited to the exact structures that have been described above and shown in the drawings, and that various modifications and changes can be made without departing from the scope thereof. The scope of the present disclosure is limited only by the appended claims.

Claims

1. An interactive system for the full-process encrypted communication protocol of the Internet of Things for sewing equipment, characterized in that: include: Message acquisition module, service center module, wireless communication module and sewing equipment module; The message acquisition module is used to acquire authentication instruction messages or device task messages; The service center module is used to determine registration request information and device control information according to the authentication instruction message and the device task message respectively; The wireless communication module is used to securely interact with the registration request information and the device control information in accordance with the full-process encrypted communication protocol of the Internet of Things, and to feed back the sewing equipment registration authentication information and the sewing equipment control response information to the service center module in accordance with the full-process encrypted communication protocol of the Internet of Things; The sewing equipment module is used to collect equipment registration information according to the registration request information to obtain sewing equipment registration authentication information, and to make a regulation response according to the equipment control information to obtain sewing equipment regulation response information.

2. The interactive system according to claim 1, characterized in that The sewing equipment module includes: a first acquisition unit, a control response unit and a second acquisition unit; The first collecting unit is used to collect device registration information for the sewing device according to the registration request information to obtain sewing device registration authentication information; The control response unit is used to control the sewing equipment according to the equipment control information; The second collecting unit is used to collect equipment status information of the sewing equipment, obtain sewing equipment status collected information, and determine sewing equipment control response information according to the sewing equipment status collected information.

3. The interactive system according to claim 2, characterized in that The service center module includes: a registration and authentication unit and a device management and control unit; The registration and authentication unit is configured to perform an authentication response according to the authentication instruction message, determine the registration request information, and upon obtaining the sewing equipment registration and authentication information, perform authentication and registration for the sewing equipment registration and authentication information, establish a trust relationship between the service center and the sewing equipment, confirm that the sewing equipment authentication and registration is passed, and obtain an authentication and registration result; The device control unit is used to determine device control information for the sewing device based on the device task message in combination with the authentication and registration result to obtain the device control information.

4. The interactive system according to claim 3, characterized in that The equipment control information includes: equipment parameter control information, equipment control control information and task control file. The equipment management and control unit determines the equipment control information for the sewing equipment in combination with the authentication and registration results, including: determining the task control file for the sewing equipment according to the equipment task message in combination with the authentication and registration results, and determining the equipment parameter control information or equipment control control information for the sewing equipment according to the equipment task message in combination with the authentication and registration results.

5. The interactive system according to claim 1, characterized in that The wireless communication module includes: a data identification unit, an analysis and processing unit and an encryption communication unit; The data identification unit is used to monitor the service center module and the sewing equipment module, identify target monitoring information, and obtain data identification results; The analysis and processing unit is used to process the monitoring information according to the data identification result and determine the data information to be transmitted; The encryption communication unit is used to encrypt and transmit the data information to be transmitted using the Internet of Things full-process encryption algorithm.

6. The interactive system according to claim 5, characterized in that: The data identification unit monitors the service center module and the sewing equipment module, including: Analyze the service center module and sewing equipment module respectively to determine the data information sent by the service center module and the data information sent by the sewing equipment module; Performing direct correlation information analysis on the data information sent by the service center module and the data information sent by the sewing equipment module to determine first correlation information and second correlation information; The data information sent by the service center module is combined with the first correlation information to determine the first target monitoring information, and the data information sent by the sewing equipment module is combined with the second correlation information to determine the second target monitoring information; Performing information monitoring and identification on the service center module according to the first target monitoring information, determining whether the service center module contains data information sent by the service center module or the first related information, and obtaining a first data identification result; According to the second target monitoring information, information monitoring and identification is performed on the sewing equipment module to determine whether the sewing equipment module has data information or second associated information sent by the sewing equipment module, and obtain a second data identification result.

7. The interactive system according to claim 5, characterized in that The analysis and processing unit performs data processing on the monitoring information according to the data recognition result, including: When the data identification result is that the target monitoring information appears, the data type analysis is performed on the target monitoring information to obtain the data type to be transmitted; the data type to be transmitted includes: request information, data information and response information; Data processing is performed on the target monitoring information according to the type of data to be transmitted. When the type of data to be transmitted is request information, the target monitoring information is the data information to be transmitted. When the type of data to be transmitted is data information, the target monitoring information is optimized and the optimized target monitoring information is used as the data information to be transmitted. When the type of data to be transmitted is response information, a change analysis is performed based on the target monitoring data in combination with the response object to determine the response result, and the data information to be transmitted is obtained according to the response result.

8. The interactive system according to claim 5, characterized in that: The encryption communication unit adopts the Internet of Things full-process encryption algorithm to encrypt and transmit the data information to be transmitted, including: adopting the Internet of Things full-process encryption algorithm to encrypt the data information to be transmitted to obtain the encrypted data information to be transmitted; performing quantum communication on the encrypted data information to be transmitted, and transmitting the encrypted data information to be transmitted to the target location; wherein, adopting the Internet of Things full-process encryption algorithm to encrypt the data information to be transmitted includes: Use deep learning models to optimize and extract features of the data to be transmitted, and obtain the features of the data to be transmitted; A neural network key generator is used to dynamically generate encryption keys based on the characteristics of the data to be transmitted; The encryption key is matched with the information characteristics of the data to be transmitted, and based on the matching result, the encryption key is combined with the information characteristics of the data to be transmitted to perform chaotic mapping encryption to obtain the encrypted data information to be transmitted.

9. The interactive system according to claim 8, characterized in that: When using the IoT full-process encryption algorithm to encrypt the data information to be transmitted, an artificial intelligence algorithm is also used for encryption optimization to obtain the optimized encryption algorithm parameters, and the encryption optimization algorithm is determined based on the optimized encryption algorithm parameters, and then the encryption optimization algorithm is used to encrypt the data information to be transmitted.

10. An interactive method for the full-process encrypted communication protocol of the Internet of Things for sewing equipment, characterized in that: include: Obtain the authentication instruction message, and determine the registration request information according to the authentication instruction message at the service center; Transmit the registration request information to the sewing equipment according to the full-process encrypted communication protocol of the Internet of Things; Collect device registration information according to the registration request information, obtain sewing equipment registration authentication information, and transmit the sewing equipment registration authentication information to the service center in accordance with the full-process encrypted communication protocol of the Internet of Things; The service center performs authentication and registration according to the sewing equipment registration and authentication information and obtains the authentication and registration results; Obtain device task messages, determine device control information based on the device task messages in combination with the authentication and registration results, and obtain device control information; The device control information is transmitted to the sewing device according to the full-process encrypted communication protocol of the Internet of Things, and a control response is performed according to the device control information to obtain sewing device control response information; Combined with the Internet of Things full-process encrypted communication protocol, the service center responds and feedbacks to the sewing equipment control response information.

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