Underwater mobile platform communication auxiliary decision-making system
By designing a communication-assisted decision-making system for underwater mobile platforms, the problems of insufficient utilization of historical communication records and lack of historical communication objects are solved, and communication efficiency and stability are improved, which is suitable for diversified communication needs in complex water acoustic environments.
Patent Information
- Application Number
- CN202411953444.7
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-12-27
- Publication Date
- 2025-04-18
- Estimated Expiration
- Not applicable · inactive patent
AI Technical Summary
The lack of effective utilization of historical communication records in the prior art has led to the inability of the communication system of the underwater mobile platform to make decision optimization based on historical data, and the lack of historical communication objects leads to the need to re-establish the communication link during repeated communication, which increases delay and resource consumption.
A communication assisted decision-making system for underwater mobile platform is designed, including a historical communication record management module, a history record analysis module, a communication object management module, an automatic optimization module and an auxiliary decision-making module. The system can record, analyze and manage historical communication data, use historical data to optimize communication parameters, quickly call historical communication objects, and provide user-friendly decision-making support.
Through the implementation of the system, the communication efficiency and stability are significantly improved, communication parameters can be automatically optimized, communication links can be quickly established, intuitive decision-making support can be provided, and diversified communication needs in complex water acoustic environments.
Smart Images
Figure CN119853821A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of underwater acoustic communication, and in particular to an underwater mobile platform communication auxiliary decision-making system. Background Art
[0002] With the rapid development of underwater detection technology, underwater mobile platforms (such as autonomous underwater vehicles, remotely operated submersibles, etc.) are widely used in the fields of ocean exploration, environmental monitoring, and military communications. However, due to the complexity of the underwater acoustic channel, the communication quality is easily affected by factors such as signal attenuation, noise interference, and multipath effects.
[0003] Although existing technologies can perform basic communication management, they lack effective use of historical communication records, resulting in the inability of the communication system to make decisions and optimize based on historical data. Existing communication systems are difficult to save, filter or analyze historical communication data, resulting in the system being unable to quickly adapt to the optimal communication solution in similar communication scenarios. In addition, the lack of historical communication objects requires the platform to re-establish communication links when communicating repeatedly, increasing communication delays and resource consumption.
[0004] Therefore, it is necessary to provide a communication auxiliary decision-making system for an underwater mobile platform. Summary of the invention
[0005] The purpose of the present invention is to provide an underwater mobile platform communication decision-making assistance system to solve the problems in the prior art of lack of effective utilization of historical communication records, which results in the communication system being unable to optimize decisions based on historical data, and the lack of historical communication objects requiring the platform to re-establish communication links when repeating communications, thereby increasing communication delays and resource consumption.
[0006] In order to achieve the above object, the present invention adopts the following technical solutions:
[0007] A communication auxiliary decision-making system for an underwater mobile platform, comprising:
[0008] The historical communication record management module is used to record, store, classify and filter communication data, output historical communication records, and allow users to query specific communication records;
[0009] A historical record analysis module, used to read and analyze the historical communication records, obtain historical communication record analysis results, and extract key indicators;
[0010] A communication object management module, used to record and manage the information of historical communication objects, establish communication links using historical data, monitor the status of communication objects, and dynamically update the real-time information of the communication objects;
[0011] An automatic optimization module, based on the analysis results of the historical communication records and combined with the current communication environment, gives optimization suggestions and adjusts the communication parameters in real time;
[0012] The decision-making support module displays the historical communication record analysis results, current communication status and optimization suggestions through a user-friendly interface to assist users in making communication decisions.
[0013] Furthermore, the communication data includes core parameters and environmental parameters for each communication;
[0014] The core parameters include: communication time, object, link status, signal strength, bit error rate and packet loss rate;
[0015] The environmental parameters include: water temperature, depth and salinity.
[0016] Furthermore, in the historical communication record management module, users can use a user-friendly interface to use a filtering function to query and manage historical records according to time, object or parameter category.
[0017] Furthermore, in the historical record analysis module, historical communication patterns are analyzed by data mining algorithms and machine learning methods to identify communication parameter configuration schemes under different communication scenarios.
[0018] Furthermore, the key indicators include: communication quality, link stability and channel characteristics.
[0019] Furthermore, the communication object management module can call the stored communication object information, and when repeating the communication, the communication link can be directly established by using the historical data.
[0020] Furthermore, the automatic optimization module can adaptively optimize the parameters of the modulation mode, transmission power, data bit rate and communication frequency band according to the communication scenario.
[0021] Furthermore, the auxiliary decision-making module can realize task priority setting and communication plan management.
[0022] The present invention has the following beneficial effects:
[0023] The present invention uses a historical communication record management module to save communication data, a historical record analysis module to extract communication rules, a communication object management module to quickly call historical objects, an automatic optimization module to adjust communication parameters and provide optimization suggestions, and an auxiliary decision-making module to provide a user-friendly interface to display historical communication record analysis results, current communication status and optimization suggestions, thereby providing users with intuitive decision support and significantly improving communication efficiency and stability. BRIEF DESCRIPTION OF THE DRAWINGS
[0024] Figure 1Schematic diagram of the collaborative working relationship of various modules in an embodiment of the present invention. DETAILED DESCRIPTION
[0025] The technical solutions in the embodiments of the present invention will be described clearly and completely below in conjunction with the accompanying drawings in the embodiments of the present invention.
[0026] The present invention provides an underwater mobile platform communication decision-making assistance system based on historical communication record analysis and automatic optimization, which can save, filter and analyze communication history records, and optimize communication parameters and assist decision-making based on the analysis results, aiming to improve the intelligence and efficiency of underwater communications.
[0027] An underwater mobile platform communication decision-making support system according to an embodiment of the present application includes a historical communication record management module, a historical record analysis module, a communication object management module, an automatic optimization module and a decision-making support module. The modules work together to achieve intelligent optimization and decision-making support of the communication system.
[0028] The embodiment of the present application uses a historical communication record management module to save communication data, a historical record analysis module to extract communication rules, a communication object management module to quickly call historical objects, an automatic optimization module to adjust communication parameters and provide optimization suggestions, and an auxiliary decision-making module to provide a user-friendly interface to display historical communication record analysis results, current communication status and optimization suggestions, thereby providing users with intuitive decision-making support and achieving a significant improvement in communication efficiency and stability.
[0029] The embodiments of the present application can automatically save and manage historical communication records, automatically optimize current communication parameters based on historical data analysis, quickly call historical communication objects to shorten communication initialization time, and provide users with communication optimization suggestions to enhance the system's intelligent decision-making capabilities.
[0030] The details are as follows:
[0031] The historical communication record management module is used to capture and save a series of key data generated by the underwater mobile platform during the communication process. These data not only cover the core parameters of communication, including communication time, object, link status, signal strength, bit error rate and packet loss rate, but also include the basic environmental parameters of each communication, such as water temperature, depth and salinity. Through this comprehensive data record, the system is able to build a detailed database to provide a solid data foundation for subsequent communication optimization and decision support. The integration of these environmental parameters enables the system to have a deeper understanding of the complexity of the underwater communication environment and take into account the potential impact of these environmental factors when analyzing communication performance.
[0032] This module can not only store historical communication records, but also has filtering, classification and backtracking functions. Users can also use the filtering function to query and manage historical records by time, object or parameter category through a user-friendly interface. Users can quickly locate specific communication records according to task requirements and provide basic data support for subsequent communication decisions.
[0033] The historical record analysis module extracts key indicators such as communication quality, link stability, and channel characteristics by performing statistics and mining analysis on the communication data saved by the historical communication record management module. This module uses data statistics and analysis algorithms, such as cluster analysis and trend prediction, to extract communication rules and key parameters from historical communication data. These analysis results can provide optimal communication parameter recommendations, link stability and pros and cons evaluation, and channel characteristic description, providing a scientific basis for communication optimization.
[0034] It can be understood that the historical record analysis module uses data mining algorithms and machine learning methods to analyze historical communication rules and identify the optimal communication parameter configuration schemes in different communication scenarios, thereby providing decision support for current and future communications. This analysis process not only focuses on the real-time status of the communication link, but also fully considers the changing trends and potential rules in historical data, providing a theoretical basis for the adaptive optimization of the communication system in a dynamic underwater acoustic environment.
[0035] The communication object management module builds a communication object database to save the basic information and historical communication records of the communication object, including device identification, historical link status, communication parameters and environmental parameters. The module supports the rapid call of stored communication object information. When the system performs repeated communications, it can directly use historical data to establish a communication link, avoiding the need to reconfigure links and parameters, shortening the communication initialization time and improving communication efficiency. At the same time, the module also has the function of monitoring the status of the communication object, and can dynamically update the real-time information of the communication object to ensure the reliability and continuity of communication.
[0036] It is understandable that when the user needs to establish communication with a specific object again, the system can use the efficient retrieval function to quickly locate and extract detailed information of the object in the database. With the help of intelligent matching algorithms, the system can instantly retrieve and call historical communication data related to the object, providing users with a historical data-driven communication solution. This solution is not only based on previous successful communication practices, but also allows users to fine-tune historical link status, communication parameters, and environmental parameters according to current communication needs and environmental changes to improve communication efficiency.
[0037] The automatic optimization module gives optimization suggestions based on the historical communication record analysis results of the historical record analysis module, and adjusts the current communication parameters in real time based on the current communication environment if permission is obtained. The module can adaptively optimize key parameters such as modulation mode, transmission power, data bit rate, and communication frequency band according to the communication scenario to ensure that the system can match the optimal communication solution under different underwater conditions and improve communication quality and link stability. In similar communication scenarios, the system can identify and give priority to the historical optimal parameters, thereby improving communication efficiency and stability. In addition, the automatic optimization module works in conjunction with the historical record analysis module through a feedback mechanism to continuously iterate and optimize communication strategies, thereby improving the system's self-learning ability and intelligence level.
[0038] The decision-making support module displays historical communication record analysis results, current communication status and optimization suggestions through the user interface, providing users with intuitive decision support. Users can select communication objects, communication links and optimization strategies through the interface according to task requirements, and the system will provide the best recommended solution based on historical data and real-time analysis. In addition, the decision-making support module also supports task priority setting and communication plan management to ensure that key tasks are transmitted first and meet the diverse needs of users in complex underwater acoustic environments.
[0039] The present invention realizes intelligent optimization and auxiliary decision-making of the underwater mobile platform communication system by introducing the management and analysis mechanism of historical communication records. The system can automatically save and classify and filter historical communication records, quickly locate key data, and provide data support for communication optimization. Based on historical data analysis and mining, the system can automatically optimize communication parameters, dynamically adjust modulation mode, transmission power and data rate to adapt to the complex and changeable underwater channel environment, and significantly improve communication quality and link stability. At the same time, the system can quickly call historical communication objects, reduce link establishment time during repeated communications, and improve resource utilization efficiency. In addition, the system provides an intuitive user interface to display analysis results and optimization suggestions, support users to select the optimal communication solution according to task requirements, ensure that high-priority tasks are transmitted first, and meet the communication needs of diverse application scenarios.
[0040] The embodiments described above are only descriptions of the preferred modes of the present invention, and are not intended to limit the scope of the present invention. Without departing from the design spirit of the present invention, various modifications and improvements made to the technical solutions of the present invention by ordinary technicians in this field should all fall within the protection scope determined by the claims of the present invention.
Claims
1. An underwater mobile platform communication decision-making system, characterized in that: include: The historical communication record management module is used to record, store, classify and filter communication data, output historical communication records, and allow users to query specific communication records; A historical record analysis module, used to read and analyze the historical communication records, obtain historical communication record analysis results, and extract key indicators; A communication object management module, used to record and manage the information of historical communication objects, establish communication links using historical data, monitor the status of communication objects, and dynamically update the real-time information of the communication objects; An automatic optimization module, based on the analysis results of the historical communication records and combined with the current communication environment, gives optimization suggestions and adjusts the communication parameters in real time; The decision-making support module displays the historical communication record analysis results, current communication status and optimization suggestions through a user-friendly interface to assist users in making communication decisions.
2. The underwater mobile platform communication decision-making support system according to claim 1, characterized in that: The communication data includes core parameters and environmental parameters for each communication; The core parameters include: communication time, object, link status, signal strength, bit error rate and packet loss rate; The environmental parameters include: water temperature, depth and salinity.
3. The underwater mobile platform communication decision-making assistance system according to claim 1, characterized in that: In the historical communication record management module, users can use a user-friendly interface to use the filtering function to query and manage historical records according to time, object or parameter category.
4. The underwater mobile platform communication decision-making auxiliary system according to claim 1, characterized in that: In the historical record analysis module, historical communication patterns are analyzed through data mining algorithms and machine learning methods to identify communication parameter configuration schemes under different communication scenarios.
5. The underwater mobile platform communication decision-making auxiliary system according to claim 1, characterized in that: The key indicators include: communication quality, link stability and channel characteristics.
6. The underwater mobile platform communication decision-making support system according to claim 1, characterized in that: The communication object management module can call the stored communication object information and directly use the historical data to establish a communication link during repeated communications.
7. The underwater mobile platform communication decision-making assistance system according to claim 1, characterized in that: The automatic optimization module can adaptively optimize the parameters of the modulation mode, transmission power, data bit rate and communication frequency band according to the communication scenario.
8. The underwater mobile platform communication decision-making assistance system according to claim 1, characterized in that: The auxiliary decision-making module can realize task priority setting and communication plan management.