A target characteristic data standardization conversion method, system and electronic device

Abstract

This invention provides a method, system, and electronic device for standardizing and converting target characteristic data, relating to the field of verification and conversion technology for non-standardized target characteristic data. Its purpose is to solve the problem of complex unified data management and use caused by inconsistencies in the sources of target characteristic data. The method includes: matching a template from a data template library based on the target characteristic data; performing a conformity check on the target characteristic data based on the matched template; and performing standardization conversion on the target characteristic data that passes the conformity check. The system includes: a storage and management module suitable for storing the data template library and the standard benchmark library, and for managing and maintaining the target characteristic data; and a standardization conversion module suitable for performing conformity checks and standardization conversion on the target characteristic data.

Description

Technical Field

[0001] This invention relates to the field of verification and conversion technology for non-standard target characteristic data, and in particular to standardization conversion technology for non-standard target characteristic data under different format specifications. Background Technology

[0002] Target characteristic data is a collection of data describing various characteristics of a target, including optical radiation (such as visible light, infrared, and ultraviolet light), electromagnetic radiation (such as communication radiation sources, radar radiation sources, and electromagnetic fingerprint features), electromagnetic scattering, acoustic radiation, acoustic scattering, and physical field characteristics (such as magnetic and electric fields). This data reflects key information such as the target's shape, size, speed, and direction, providing crucial information for military reconnaissance, identification, tracking, and strike operations. This target characteristic data improves the accuracy of target identification, ensuring rapid target identification and classification in complex environments; it also provides key information for tracking algorithms, helping to achieve real-time target tracking; and it is of reference value for threat assessment and strike effectiveness evaluation, supporting military decision-making. Therefore, acquiring reusable, standardized target characteristic data is key to improving the efficiency and effectiveness of military operations.

[0003] However, due to historical reasons and technological developments, different departments and projects use inconsistent data standards, and data from different sources varies significantly in content, structure, and quality. This inconsistency makes direct data exchange and sharing difficult, complicating unified data management and use. Correspondingly, existing target characteristic data processing tools also have many problems: the diversity of data sources leads to chaotic data formats and standards, missing values ​​result in insufficient data integrity, and complex data requires manual entry, leading to low processing efficiency. Summary of the Invention

[0004] The technical problem to be solved by this invention is that the inconsistency of the source of target characteristic data makes the unified management and use of data complicated. In view of the defects in the prior art, this invention provides a target characteristic data standardization conversion method, system and electronic device.

[0005] To address the aforementioned technical problems, this invention provides a method for standardizing and transforming target characteristic data, comprising: matching a template from a data template library based on the target characteristic data; performing a conformity check on the target characteristic data based on the matched template; and performing a standardization transformation on the target characteristic data that passes the conformity check.

[0006] Optionally, matching a template from the data template library based on the target characteristic data includes: traversing the data template library to determine whether there is a template that matches the target characteristic data; if not, storing the user-created custom template in the data template library.

[0007] Optionally, the step of matching a template from the data template library based on the target characteristic data further includes: converting the target characteristic data into parsable data.

[0008] Optionally, the conformity detection of the target characteristic data based on the matched template includes: performing data type identifier detection, information block detection, and data block detection on the target characteristic data based on the matched template.

[0009] Optionally, the standardization transformation of the target characteristic data that has passed the conformity test includes: standardizing the target characteristic data according to the mapping relationship between non-standard data items and standard data items in the template.

[0010] Optionally, the method further includes generating a test report based on the test results.

[0011] The present invention also provides a target characteristic data standardization conversion system, comprising: a storage and management module, adapted to store a data template library and a standard benchmark library and to manage and maintain the target characteristic data; and a standardization conversion module, adapted to perform conformity detection and standardization conversion on the target characteristic data.

[0012] Optionally, the standardization conversion module includes: a matching unit, adapted to match a template from a data template library based on the target characteristic data; a detection unit, adapted to perform conformity detection on the target characteristic data based on the matched template; and a standardization conversion unit, adapted to perform standardization conversion on the target characteristic data that has passed the conformity detection.

[0013] The present invention also provides an electronic device comprising: a memory; a processor; and a computer program; wherein the computer program is stored in the memory and configured to be executed by the processor to implement the method of the present invention.

[0014] The present invention also provides a computer-readable storage medium having a computer program stored thereon; the computer program is executed by a processor to implement the method of the present invention.

[0015] Implementing this invention has the following beneficial effects: This invention enables format validation, deep parsing, and generation of usable standard structured data from non-standardized target characteristic data, as well as data storage and management. It is applicable to the standardization conversion of large amounts of target characteristic data from various formats, and also possesses scalability and reusability for future new data formats. This invention can be applied to target characteristic data processing and database construction, as well as supporting the standardized acquisition and efficient application of target characteristic data. Attached Figure Description

[0016] Figure 1 This is a schematic flowchart of a target characteristic data standardization and transformation method according to Embodiment 1 of the present invention; Figure 2 This is a functional division diagram of a target characteristic data standardization and conversion system according to Embodiment 1 of the present invention; Figure 3 This is a schematic diagram of the data template definition in Embodiment 1 of the present invention; Figure 4 This is a schematic diagram of the conformity detection interface according to Embodiment 1 of the present invention; Figure 5 This is a schematic diagram of the structure of the electronic device according to Embodiment 1 of the present invention; In the diagram: 1: Memory; 2: Processor; 3: Bus. Detailed Implementation

[0017] To make the objectives, technical solutions, and advantages of the embodiments of the present invention clearer, the technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of the present invention, not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.

[0018] Example 1 This embodiment provides a target characteristic data standardization transformation method, which includes: matching a template from a data template library based on the target characteristic data; performing a conformity check on the target characteristic data based on the matched template; and performing a standardization transformation on the target characteristic data that passes the conformity check.

[0019] Figure 1 This is a schematic flowchart illustrating a target characteristic data standardization and transformation method according to Embodiment 1 of the present invention. Figure 1 As shown, the method begins with step S110.

[0020] In step S110, a template is matched from the data template library based on the target characteristic data.

[0021] The data template library stores a large number of data templates. This step first converts the input target characteristic data into parsable data; then it iterates through the data template library to determine if a template matching the target characteristic data exists. If it does, the match is successful; otherwise, the user is prompted to create a custom template. After the user creates the custom template, it is stored in the data template library. The library is then iterated through again to search for templates that match the input target characteristic data.

[0022] Next, in step S120, the target characteristic data is checked for conformity based on the matched template.

[0023] The data template pre-sets standard information (such as format requirements for each data item, supplementary content, etc.). This step performs conformity checks on the target characteristic data based on this standard information, and performs targeted supplementation and adjustment operations on non-standard target characteristic data items. This provides accurate and clear format reference for the data conversion process, ensuring that the standard data generated by the conversion fully complies with the relevant national military standards in terms of file format and content specifications. It also provides a unified and standardized standard format foundation for subsequent data analysis, facilitating consistency verification and comparative analysis.

[0024] The conformity inspection of target characteristic data mainly includes data type identification inspection, information block inspection, and data block inspection. Data type identification inspection primarily refers to checking the data file type identifier and the presence of Chinese and English comments in the data. Information block inspection mainly includes the inspection of TASK, TARGET, SYSTEM, VV&A, ENVIRONMENT, and CONDITIONS blocks, specifically checking for missing information blocks, the accuracy of their content, and whether their expression strictly adheres to the requirements of "GJB 5252 Requirements for Data Entry of Target and Environmental Characteristics" and "GJB 5254 Data Elements of Target and Environmental Characteristics". Data block inspection mainly refers to the inspection of data format. Through conformity inspection, the reliability, compliance, and usability of the target characteristic data can be ensured.

[0025] After the test is completed, a test report can be generated based on the conformity test results, and the test report can be stored and managed, allowing users to download and view the test report.

[0026] Next, in step S130, the target characteristic data that has passed the conformity test is standardized and transformed.

[0027] Based on the mapping relationship between non-standard data items and standard data items in the matched template, the target characteristic data is standardized and transformed to generate structured standard target characteristic data. This data is then generated into a file that supports user download, reading, and other operations.

[0028] This application also provides a target characteristic data standardization and conversion system, which includes a storage and management module and a standardization and conversion module. The storage and management module is suitable for storing a data template library and a standard benchmark library, as well as managing and maintaining the target characteristic data; the standardization and conversion module is suitable for performing conformity checks and standardization conversion on the input target characteristic data.

[0029] like Figure 2As shown, to achieve the standardization transformation of non-standardized target characteristic data, the system first needs to have the function of storing and managing various data and specifications to provide data support for other functions. The storage and management module of the aforementioned target characteristic data standardization transformation system stores target characteristic data, a data template library, and a standard benchmark library. The data template library and the standard benchmark library provide the basis for the parsing and standardization transformation of non-standard target characteristic data. In addition, it allows users to add, delete, and perform other operations on files in the data template library and the standard benchmark library, facilitating the management and maintenance of various files and databases.

[0030] The storage and management module stores target characteristic data from different sources and of different types in an orderly manner according to data structure and business logic, facilitating subsequent querying and use. Users can retrieve data by keywords or data categories. For target characteristic data that is no longer needed, it can be securely deleted according to relevant business rules and access control regulations to free up storage space.

[0031] Users can create corresponding standard target characteristic data templates (i.e., data templates) and non-standard file templates in the system according to the requirements of the standard "GJB 5252 Requirements for Data Entry of Target and Environmental Characteristics". The system automatically stores the standard target characteristic data templates created by users in the data template library. The system supports users in defining data items, data types, and format requirements for each type of template, specifying the format, structure, and content requirements of different types of data at the file level through templates. In addition, the system also supports users in modifying, editing, searching, and deleting created templates, as well as modifying and improving the structure, content, and attributes of the templates; the data template library can be searched and retrieved according to template name, template identifier, standard, characteristic, major / sub-category / minor category, description, and other conditions; expired and deprecated data templates can be safely deleted.

[0032] The storage and management module supports users in establishing a standard target characteristic data item benchmark library (i.e., a standard benchmark library) according to the requirements of the "GJB 5254 Target and Environmental Characteristic Data Elements" standard. It allows users to comprehensively manage the characteristic elements in the standard benchmark library, defining and maintaining the key attributes of each characteristic element, covering name, description, unit symbol, data type, length, and value range, ensuring that the data in the benchmark library is standardized, accurate, and error-free. This provides a unified and authoritative standard reference for the processing of target characteristic data, guaranteeing data standardization and consistency.

[0033] like Figure 3As shown, the system supports users in setting data template elements and mapping relationships. Data template elements specifically include task description information blocks, target information blocks, system information blocks, VV&A information blocks, environmental condition information blocks, test / measurement / calculation condition information blocks, and data blocks. When creating a data template, users can select some or all of these elements to generate the template. The system information blocks include test / measurement system information blocks, intelligence system information blocks, and calculation system information blocks. The data blocks include three items: electromagnetic characteristics, optical characteristics, and underwater characteristics. The mapping relationships mainly include the correspondence between the information item names of the imported data and the standardized information item names.

[0034] like Figure 4 As shown, the data template also sets the items that need to be detected, mainly including data type identifiers (data file type identifiers and Chinese and English comments), information blocks (TASK block, TARGET block, SYSTEM block, VV&A block, ENVIRONMENT block and CONDITIONS block) and data blocks (data format), etc.

[0035] The standardization conversion module includes two main functions: compliance testing and standardization conversion.

[0036] like Figure 4 As shown, the user selects the file to be tested, and the standardization conversion module matches the file with the data file identifier, the data template it belongs to, and the data format template.

[0037] Before matching the data template, the standardization conversion module converts the non-standardized target characteristic data input or selected by the user into national military standard data text, laying the foundation for subsequent data parsing. After the conversion is completed, the national military standard data text is read and the data stream is parsed to identify non-standard data content. The non-standard data content is converted into a processable data structure form, providing the basis for subsequent data template matching and data conversion operations. Then, a data template is matched for the target characteristic data.

[0038] Based on the mapping relationship, the non-standardized target characteristic data is transformed into standardized target characteristic data. In addition, the standardization conversion module also performs targeted supplementation and adjustment operations on the non-standard target characteristic data according to the specifications of the data template, so as to convert it into standard data that meets the requirements of the national military standard. Finally, the standardization conversion module performs in-depth analysis on the converted standard data and performs detection according to the detection items set in the data template, such as detecting data type identification, annotation, description information blocks, and the completeness and accuracy of data content, to generate standard structured target characteristic data.

[0039] Upon completion of the test, the system generates a data inspection report, providing accurate data quality assessment data to assist users in making subsequent data processing decisions. The inspection report template and content are customizable. Users can select information such as the report title, inspection time, and results. Based on the detailed inspection results transmitted by the standardized conversion module, the system generates a correctness inspection report including data type identification and annotations, a special report on the consistency of descriptive information blocks with "GJB 5252 Requirements for Data Entry of Targets and Environmental Characteristics," and a data format inspection report for the data section. This clear and intuitive report format provides users with accurate data quality assessment data, enabling them to fully understand the data's compliance status and any specific problems, thereby assisting them in making appropriate data processing decisions.

[0040] The target characteristic data standardization conversion method and system of this invention can perform format verification, deep parsing, and generate usable standard structured data from non-standardized target characteristic data, and store and manage the data. It is suitable for the standardization conversion of large amounts of target characteristic data from various formats, facilitates subsequent data application and sharing, and has scalability and reusability for future new data formats. This invention can be applied to target characteristic data processing and database construction, supporting the standardized collection and efficient application of target characteristic data.

[0041] The target characteristic data standardization and transformation method and system of this invention solves the problems of inconsistent formats and difficult content verification in target characteristic data processing, establishes a complete method for target characteristic data processing, and can form a reusable standardized target characteristic database. This invention, starting from the dimensions of resource management, quality control, and data standardization, can meet the diverse usage needs of different departments for standardized storage, accurate verification, content retrieval, and in-depth analysis of target characteristic data. It can handle target characteristic data with different levels of standardization and different specifications, simplifying the complexity of data transformation and solving data compliance and usability issues. After coupling with external databases, the data standardization structure representation can be further extended, possessing adaptability and scalability to data from various sources, facilitating subsequent data application and sharing, and laying a solid foundation for improving the quality and efficiency of the entire target characteristic data processing work.

[0042] This application also provides an electronic device. Figure 5 A schematic diagram of an electronic device according to an embodiment of the present invention is shown. It should be noted that... Figure 5 The electronic device shown is merely an example. In practice, the electronic device used to implement the target characteristic data standardization and conversion method of this invention can be any type of device, and its hardware configuration can be similar to... Figure 5The electronic devices shown are the same, and can also be the same as... Figure 5 The electronic devices shown are different. In practice, the electronic devices used to implement the target characteristic data standardization and conversion method of this invention can... Figure 5 The hardware components of the electronic device shown may be added or removed. This invention does not limit the specific hardware configuration of the electronic device.

[0043] like Figure 5 As shown, the electronic device mainly includes a memory 1 and one or more processors 2. A bus 3 can be used for communication between the processors 2 and the memory 1.

[0044] Processor 2 can be any type of processor, including but not limited to: microprocessor, microcontroller, digital information processor or any combination thereof.

[0045] Memory 1 can be any type of memory, including but not limited to: volatile memory (such as RAM), non-volatile memory (such as ROM, flash memory, etc.), or any combination thereof. Memory 1 stores program instructions capable of executing the above-described target characteristic data standardization conversion method, and processor 2 can read and execute the above-described program instructions from memory 1.

[0046] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, and not to limit them; although the present invention has been described in detail with reference to the foregoing embodiments, those skilled in the art should understand that modifications can still be made to the technical solutions described in the foregoing embodiments, or equivalent substitutions can be made to some of the technical features; and these modifications or substitutions do not cause the essence of the corresponding technical solutions to deviate from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims

1. A method for standardizing and converting target property data, characterized by, The method comprises: matching a template from a data template library according to target characteristic data; performing conformity detection on the target characteristic data according to the matched template; performing standardized conversion on the target characteristic data that passes the conformity detection.

2. The method of claim 1, wherein, The matching of the template from the data template library according to the target characteristic data comprises: traversing the data template library to determine whether there is a template that matches the target characteristic data; if not, storing a custom template created by a user into the data template library.

3. The method of claim 2, wherein, The matching of the template from the data template library according to the target characteristic data further comprises: transforming the target characteristic data into analyzable data.

4. The method of claim 1, wherein, The conformity detection on the target characteristic data according to the matched template comprises: performing data type identification detection, information block detection and data block detection on the target characteristic data according to the matched template.

5. The method according to claim 1 or 4, characterized in that, The standardized conversion on the target characteristic data that passes the conformity detection comprises: performing standardized conversion on the target characteristic data according to a mapping relationship between non-standard data items and standard data items in the template.

6. The method according to claim 1 or 4, characterized in that, The method further comprises: generating a detection report according to a detection result.

7. A target property data standardization conversion system characterized by, The method comprises: a storage and management module adapted to store a data template library and a standard benchmark library and to manage and maintain target characteristic data; a standardized conversion module adapted to perform conformity detection and standardized conversion on the target characteristic data.

8. The system of claim 7, wherein, The standardized conversion module comprises: a matching unit adapted to match a template from a data template library according to target characteristic data; a detection unit adapted to perform conformity detection on the target characteristic data according to the matched template; a standardized conversion unit adapted to perform standardized conversion on the target characteristic data that passes the conformity detection.

9. An electronic device, comprising: The method comprises: a memory; a processor; and a computer program; wherein the computer program is stored in the memory and configured to be executed by the processor to implement the method of any one of claims 1 to 6. A computer program is stored on the computer readable storage medium; the computer program is executed by a processor to implement the method of any one of claims 1 to 6.

10. A computer readable storage medium, characterized in that, ​

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