A TOOL FOR REAL-TIME MONITORING, ANALYSIS, AND MANAGEMENT OF LOCATION-SPECIFIC COMMUNICATION SERVICE CAPACITY REQUIREMENTS AND PROBLEMS.

Abstract

The invention relates to a communication performance analysis system used in the telecommunications sector that continuously monitors building, workplace, and population density in areas, as well as obstacles that could negatively impact communication quality, and analyzes the obtained images using Large Language Model (LLM) based artificial intelligence models to prevent problems before they occur.

Description

1 TARIFF LOCATION-SPECIFIC COMMUNICATION SERVICE CAPACITY REQUIREMENTS AND A TOOL FOR REAL-TIME MONITORING, ANALYSIS, AND MANAGEMENT OF PROBLEMS. Technical Area The invention is used in the telecommunications sector, taking into account building, workplace, and population density in regions, and 5 By continuously monitoring obstacles that may negatively impact the quality of communication, and the results obtained... by analyzing images with Large Language Model (LLM) based artificial intelligence models with a communication performance analysis system that enables problems to be prevented before they occur It is related. State of the Art 10 Today, in the telecommunications sector, population density in settlements / cities and Fluctuations in customer numbers cause communication problems, especially in cities. As a result of users starting to live in newly constructed buildings, large workplaces their activation resulted in a significant increase in communication needs in the relevant regions. It is possible. Also, depending on the seasons or holiday periods, the population can be 15. There may be increases and decreases in their densities, and communication needs are met in the regions. Their capacities can vary. However, they differ even in nearby locations. differences in the quality of services provided in streets or apartment buildings. This can occur between the service provider's devices and the customer's home or street. Due to obstacles, a decrease in service quality may be observed. 20 In the current technology, communication requests from customers and the capabilities of operators... Optimization and sustainability engineering, taking resources into consideration. Studies are being conducted. The needs and available resources are being analyzed. This is done in order to meet communication requests at the maximum possible percentage. The situation requires a reactive solution / engineering effort and a sufficient amount of long-term 25 Problems are resolved late because they lack sufficient information for adaptation, completely This can result in consequences such as the inability to resolve the issue or a decrease in the quality of communication. In addition, it is provided in different streets or apartments even in close locations. There are differences in service quality, and service quality varies between service providers and customers. or due to obstacles between streets, the service provided to some users is 30 Decreases in quality may be observed. 2 Application number TR2024 / 011542, telecommunications operators with artificial intelligence support. By continuously monitoring the energy use of the sites, consumption patterns and the sites analyzing performance and determining the most appropriate energy management strategies It is related to a system that provides. However, the application includes buildings, workplaces, and population in the regions. We continuously monitor for obstacles that could negatively impact the intensity and quality of communication, 5 The obtained images are analyzed using Large Language Model (LLM) based artificial intelligence models. This does not prevent problems from occurring in the first place. In conclusion, due to the negative aspects described above and the current solutions being the subject of discussion... Due to its shortcomings, an improvement is needed in the relevant technical field. It has been made. 10 Purpose of the Invention The invention was created by drawing inspiration from existing situations and overcoming the aforementioned drawbacks. It aims to solve the problem. The main purpose of the invention is to monitor buildings, workplaces, and populations in regions, used in the telecommunications sector. We continuously monitor for obstacles that could negatively impact the intensity and quality of communication, 15 The obtained images are analyzed using Large Language Model (LLM) based artificial intelligence models. The aim is to prevent problems from occurring in the first place. The invention will have a negative impact on building, workplace, and population density, as well as communication quality in the regions. by continuously monitoring and analyzing potential obstacles and providing necessary solutions. These problems are prevented before they occur, without any delay. 20 The invention enables continuous monitoring of the regions using cameras placed at strategic points. and the resulting images are processed with Large Language Model (LLM) based artificial intelligence models. An analysis is being conducted. As a result of the analysis, the specific needs of the customers are determined. changes in communication capacity and trends, problems in communication, and population Trends in traffic density / customer numbers are detected in real time. 25 Thus, communication continuity, quality improvement, and identifying potential problems before they even arise are trends. By identifying and addressing potential problems through analysis, preventive measures can be taken and issues can be resolved in a timely manner. It is possible to manage them automatically without losing any data. The current solutions involve a reactive solution / engineering effort and a sufficient amount of... Problems are resolved late because they do not contain sufficient information for long-term adaptation, 30 This results in consequences such as the inability to resolve the issue completely or a decrease in the quality of communication. 3 It is possible to reach this point. At the same time, existing solutions provide access to users in nearby locations. There are also significant differences and declines in the quality of services provided due to obstacles. It can be observed. To achieve the above objectives, the invention solves problems in the telecommunications sector. It is a communication performance analysis system that enables prevention before it happens, city / settlement 5 cameras that record images of the location, cities / settlements through cameras The server recording the incoming video files related to the large language model being run within it. video recordings saved to the server are analyzed using AI-based models. by analyzing video recordings, population and customer density, and obstacles to communication. The processor, which identifies the problems and the required service capacity, analyzes the results and determines 10 Monitoring problematic areas, current service capacity requirements, and changes. The system includes a screen that enables the data to be collected and forwarded to expert personnel. The structural and characteristic features and all the advantages of the invention are given in the figures below. This becomes clearer thanks to the detailed explanation written with references to these figures. This will be understood, and therefore the evaluation should also take these forms and detailed explanations into account. 15 It needs to be done by taking precautions. Figures that will help understand the invention. Figure 1 is a representative view of the system that is the subject of the invention. Explanation of Part References 1. Camera 20 2. Server 3. Processor 4. System screen Detailed Description of the Invention In this detailed explanation, the communication performance analysis system that is the subject of the invention is the preferred 25 Their structures are explained solely to facilitate a better understanding of the subject. The city / settlement is where communication takes place, and the quality of communication is influenced by the obstacles to communication. Obstacle and population and customer density should be monitored with cameras (1) It is the target city / settlement in terms of communication via cameras (1). 4 The location is recorded and sent to the server (2). The server (2) receives the cameras (1) It records incoming video recordings related to cities / settlement via the processor (3), through Large Language Model (LLM) based artificial intelligence models run within it By analyzing the video recordings saved to the server (2), the population and customer volume, communication problems and required service capacity 5 is detected. The analysis result is displayed on the system screen (4) and the system screen (4) problem areas, current service capacity requirements and changes This ensures that it is followed up and communicated to expert personnel. Thus, Communication infrastructure capacity provided in cities / settlements, current needs, changes and taking the problems into consideration, the necessary interventions (troubleshooting, communication 10 (such as updating the quantity and capacity of devices) by personnel This is ensured. The city / settlement is where communication takes place, and the quality of communication is influenced by the obstacles to communication. Obstacle and population and customer density should be monitored with cameras (1) It is the location. 15 cities / settlement that are the target in terms of communication with cameras (1). Video recordings are taken and sent to the servers (2). The servers (2) receive the video recordings from the cameras (1) It records incoming video recordings related to cities / settlement areas. To the servers (2), Population and customer density, obstacles to communication, as revealed by recorded video footage. problems and required service capacity in the processor (3) large language models (artificial It is detected by means of intelligence. The system screen (4) is performed by means of the processor (4) 20 Viewing the results of analyses, problem areas, and current service capacity. monitoring requirements and changes and communicating them to expert personnel. It provides. Expert personnel provide communication infrastructure in cities / settlements. taking into account its capacity and current needs, changes and problems, as required interventions (troubleshooting, updating the quantity and capacity of communication devices 25 (like this) it performs.

Claims

REQUESTS 1. Communication that enables problems to be prevented before they occur in the telecommunications sector. It is a performance analysis system; its features include:  Camera that records images of the city / settlement (1),  Video received about cities / settlement via cameras (1) 5 server that records the records (2),  large language model-based artificial intelligence models run within it By analyzing the video recordings saved to the server (2) via the video Population and customer density, based on records, are obstacles to communication. processor (3) that identifies problems and required service capacity, 10  As a result of the analysis, the problematic areas have a current service capacity. by monitoring their needs and changes and assigning expert personnel to them. It includes a system screen (4) that enables transmission.