Multi-base-station network resource planning method, device and equipment based on resource scheduling

Abstract

The invention provides a multi-base-station network resource planning method, device and equipment based on resource scheduling. The method comprises the following steps: receiving a request message of network resource planning based on a first target base station input by a user; after analyzing the request message, inputting the request message into a pre-constructed multi-base-station matching model for matching; if one or more second target base stations based on the resource information are matched, generating a first response message based on the resource information; if one or more second target base stations based on the position information are matched, generating a second response message based on the position information; and returning a first response message or a second response message to the user so as to execute multi-base-station network resource planning based on the first response message or the second response message. Through interpretation of different types of messages and acquisition of response messages, reasonable planning of multi-base-station network resources for different scenes is realized, and the efficiency of network construction is effectively improved.

Description

Technical Field

[0001] The present invention relates to the field of network communication technology, and in particular to a multi-base station network resource planning method, device and equipment based on resource scheduling. Background Art

[0002] Mobile communication network planning refers to the design and planning of the network's base station layout, frequency allocation, parameter settings, etc. based on user needs, business forecasts, and coverage requirements, in order to build a network architecture that meets performance indicators and cost requirements, ensure that the network achieves good signal coverage in the target area, reduce blind spots and weak coverage areas, and meet users' communication needs anytime, anywhere.

[0003] With the continuous implementation of 5G network construction, the construction of base stations in mobile communication networks is also very important. In the existing network planning, designers realize the construction of base stations by surveying and designing base stations in some areas. However, more often, resources are allocated through manual scheduling. For example, in practice, the deployment of some base stations may be similar or even the same, which makes it possible to have more repetitive labor in the construction of some base stations. In addition, with the development of image processing technology and geographic location information technology, and their application to many technical fields, they have not been better applied to the construction of mobile communication networks. Therefore, how to better utilize these technologies and combine them with the actual work of communication network planning to make technical improvements, so as to achieve efficient network construction has become a technical problem that needs to be solved by the present invention. Summary of the invention

[0004] In order to solve the above technical problems, the present invention proposes a multi-base station network resource planning method, device and equipment based on resource scheduling to solve the technical problem that resources are not reasonably scheduled in communication network construction, thereby realizing efficient communication network construction.

[0005] In order to achieve the above object, the technical solution adopted by the present invention is as follows:

[0006] In a first aspect, the present invention proposes a multi-base station network resource planning method based on resource scheduling, comprising the following steps:

[0007] Receiving a request message for network resource planning based on a first target base station input by a user;

[0008] After parsing the request message, the request message is input into a pre-built multi-base station matching model for matching;

[0009] If one or more second target base stations based on resource information are matched, a first response message based on resource information is generated; if one or more second target base stations based on location information are matched, a second response message based on location information is generated;

[0010] Returning a first response message or a second response message to the user, so as to perform multi-base station network resource planning based on the first response message or the second response message;

[0011] The first response message is based on image information and location information corresponding to one or more second target base stations, and the second response message is based on location information corresponding to one or more target base stations.

[0012] Furthermore, before the step of receiving a request message for network resource planning based on the first target base station input by a user, the step of pre-building a multi-base station matching model is included, specifically:

[0013] Establish a multi-base station grid model in regional configuration mode and generate a base station information set based on location information in the grid;

[0014] Periodically obtain and store real-time image data of base stations in the grid, and generate a multi-base station matching model based on base station information sets and real-time images;

[0015] The base station information set includes an information set based on a first target base station and one or more second target base stations.

[0016] Further, before the step of receiving a request message input by a user for network resource planning based on the first target base station, the method further includes:

[0017] receiving first location identification information input by a user;

[0018] If it is identified that the user's location is located in the area of ​​the grid location where the first target base station is located, first real-time image data of the first target base station is obtained, the first real-time image data is sent to the user, and after receiving a confirmation message sent by the user, a first request sub-message for network resource planning based on the first target base station is generated;

[0019] If it is identified that the user's location is outside the area of ​​the grid location where the first target base station is located, base stations in the multi-base station network are matched from the inside to the outside with the grid location as the center and the set distance as the radius, and a second request sub-message for network resource planning based on the first target base station is generated based on the matched one or more second target base stations;

[0020] The request message includes the first request sub-message and a second request sub-message.

[0021] Furthermore, if it is identified that the user's location is outside the area of ​​the grid location where the first target base station is located, the base stations in the multi-base station network are matched from the inside to the outside with the grid location as the center and the set distance as the radius, and the step of generating a second request sub-message based on the network resource planning of the first target base station based on the matched one or more second target base stations also includes: if it is identified that the user's location is outside the area of ​​the grid location where the first target base station is located, an image confirmation message based on the first target base station is sent to the user, and if an image response message based on the image confirmation message is received from the user, a first request sub-message is generated based on the real-time image data carried in the image confirmation message, otherwise a second request sub-message is generated.

[0022] Further, after parsing the request message, the step of inputting it into a pre-built multi-base station matching model for matching includes:

[0023] After receiving the request message, the request message is parsed to obtain the request message type carried in the request message, and the first request sub-message or the second request sub-message is input into a pre-built multi-base station matching model for matching.

[0024] Further, if one or more second target base stations based on the resource information are matched, a first response message based on the resource information is generated, and the first response message is returned to the user, and the step of performing multi-base station network resource planning based on the first response message specifically includes:

[0025] Parsing the parsed request message based on a pre-built multi-base station matching model;

[0026] If the parsed request message is a first request sub-message, extract the first real-time image data carried in the first request sub-message, retrieve the second real-time image data of all base stations in the base station information set, filter out the image data to be analyzed that has a high similarity to the first real-time image data from the second real-time image data set, and obtain the first pending position information of one or more second target base stations corresponding to the image data to be analyzed, and generate a first response message based on the image data to be analyzed and the first target position information;

[0027] The user receives the first response message, generates target image data after analyzing the image data to be analyzed, determines the target location data from the first pending location information based on the target image data, and executes multi-base station network resource planning after first generating path data based on the grid position of the first target base station and the target location data.

[0028] Further, if one or more second target base stations based on the location information are matched, a second response message based on the location information is generated, and the second response message is returned to the user, and the step of performing multi-base station network resource planning based on the second response message specifically includes:

[0029] Parsing the parsed request message based on a pre-built multi-base station matching model;

[0030] If the parsed request message is a second request sub-message, extract the second pending location information based on the first target base station and the associated one or more second target base stations, and generate a second response message based on the location information according to the user's location and the second pending location information;

[0031] The user receives the second response message, analyzes the second pending location information, and then retrieves the third real-time image data of the base station corresponding to the second pending location information, and generates a location node with the same third real-time image data in the second pending location information, generates one or more path rings with the same third real-time image data based on the location node, and after determining a first target base station in each path ring, uses other base stations in the same path ring as second target base stations, and performs multi-base station network resource planning.

[0032] In a second aspect, the present invention proposes a device for a multi-base station network resource planning method based on resource scheduling according to the first aspect, the device comprising:

[0033] A receiving module, configured to receive a request message input by a user for network resource planning based on a first target base station;

[0034] A parsing module, used for parsing the request message and inputting it into a pre-built multi-base station matching model for matching;

[0035] A processing module, configured to generate a first response message based on the resource information if one or more second target base stations based on the resource information are matched; generate a second response message based on the location information if one or more second target base stations based on the location information are matched; return the first response message or the second response message to the user, so as to perform multi-base station network resource planning based on the first response message or the second response message;

[0036] The first response message is based on image information and location information corresponding to one or more second target base stations, and the second response message is based on location information corresponding to one or more target base stations.

[0037] In a third aspect, the present invention proposes an electronic device, comprising: a processor, a memory and a bus, wherein the processor and the memory communicate with each other through the bus; the memory stores program instructions that can be executed by the processor, and the processor calls the program instructions to execute the method described in the first aspect.

[0038] In a fourth aspect, the present invention provides a computer program product, comprising a computer program or instructions, which, when executed by a processor, runs the method described in the first aspect.

[0039] The present invention proposes a method, device and equipment for multi-base station network resource planning based on resource scheduling, including receiving a request message for network resource planning based on a first target base station input by a user; after parsing the request message, inputting it into a pre-built multi-base station matching model for matching; if one or more second target base stations based on resource information are matched, a first response message based on resource information is generated; if one or more second target base stations based on location information are matched, a second response message based on location information is generated; and a first response message or a second response message is returned to the user to perform multi-base station network resource planning based on the first response message or the second response message. By interpreting different types of messages and obtaining response messages, reasonable planning of multi-base station network resources for different scenarios is achieved, effectively improving the efficiency of network construction. BRIEF DESCRIPTION OF THE DRAWINGS

[0040] Figure 1 A schematic diagram of a multi-base station network resource planning method based on resource scheduling provided in an embodiment of the present application;

[0041] Figure 2 A framework diagram of a multi-base station network resource planning device based on resource scheduling provided in an embodiment of the present application;

[0042] Figure 3 A schematic diagram of the structure of an electronic device provided in an embodiment of the present application. DETAILED DESCRIPTION

[0043] The following will describe the embodiments of the present invention with reference to the accompanying drawings and preferred embodiments. Those skilled in the art can easily understand other advantages and effects of the present invention from the contents disclosed in this specification. The present invention can also be implemented or applied through other different specific embodiments, and the details in this specification can also be modified or changed in various ways based on different viewpoints and applications without departing from the spirit of the present invention. It should be understood that the preferred embodiments are only for illustrating the present invention, not for limiting the scope of protection of the present invention.

[0044] In order to achieve the purpose of the present invention, it is necessary to explain the application scenario of this application. In actual communication network planning, when users plan and design base stations, due to geographical reasons, multiple base stations are far apart, but in reality they have to conduct on-site surveys, which results in a waste of personnel and resources. In reality, many base stations have similar equipment and layouts, which makes it possible to reduce the actual survey time of base stations and improve construction efficiency based on real-time image data. The designed scenario allows designers to achieve the purpose of the present invention through information interaction between the user side and the service side according to actual needs.

[0045] The following is combined with the embodiments and Figure 1-Figure 3 A multi-base station network resource planning method, device and equipment based on resource scheduling are described in detail.

[0046] in, Figure 1 The multi-base station network resource planning method based on resource scheduling provided in the embodiment of the present application is specifically, referring to Figure 1 The embodiment of the present application provides a multi-base station network resource planning method based on resource scheduling, which may include:

[0047] Step S101. Receive a request message for network resource planning based on a first target base station input by a user;

[0048] Step S102: After parsing the request message, input it into a pre-built multi-base station matching model for matching;

[0049] Step S103. If one or more second target base stations based on resource information are matched, a first response message based on resource information is generated; if one or more second target base stations based on location information are matched, a second response message based on location information is generated;

[0050] Step S104. Returning a first response message or a second response message to the user, so as to perform multi-base station network resource planning based on the first response message or the second response message;

[0051] The first response message is based on image information and location information corresponding to one or more second target base stations, and the second response message is based on location information corresponding to one or more target base stations.

[0052] The purpose of the present application is to provide a multi-base station network resource planning method based on resource scheduling. In order to implement the method, the present embodiment pre-constructs a multi-base station matching model to generate a response message according to the request message sent by the user terminal to realize efficient planning of the communication network. In practice, network planning is performed by designers or operation and maintenance personnel to perform corresponding operations, but manual methods can no longer effectively improve work efficiency. Therefore, the embodiment of the present application combines image recognition technology and geographic location information technology and applies them to network construction.

[0053] In the construction of a multi-base station matching model, the size of the area can be set according to actual needs, such as dividing the area in a town or a district, and generating regional image data. The regional image data records the location information of all base stations located in the area, and forms a grid model of the base station. A certain base station occupies a grid space position, and the websites of all areas are set in a multi-grid area to record the locations of all base stations located in a certain area, and generate a base station information set based on the base station location information. In addition, the purpose of the basic application also requires real-time acquisition of the image data of the base station, that is, the multi-base station matching model records the location information of all base stations and the real-time image data of the base station. It should be noted that this application distinguishes between the first target base station and the second target base station, and all base stations in the base station information set include the first target base station and the second target base station.

[0054] Based on the above content, the embodiments of the present application need to explain the difference between the first target base station and the second target base station. In practice, when confirming the base station resource planning of a certain area, there may be two situations. One is to directly determine a first target base station, which is the base station selected by the current user to go to. The corresponding second target base station is one or more base stations in the first target base station area. The second is that the first target base station has not yet been determined. It is necessary to select the first target base station according to the actual situation in the area, and then confirm the second target base station.

[0055] In this embodiment, the multi-base station network resource planning method based on resource scheduling can actually be considered as a specific information interaction method applied to the user side and the service side. The user side sends a request message to the service side. The service side parses the request message, matches, processes, etc., generates a response message and returns it to the user side for the execution of network resource planning.

[0056] It should be noted that when receiving the request message input by the user, a process of generating the request message to be sent on the user side is included. The generation process is mainly based on the location of the user on the user side, such as the first target base station or the second target base station stated above. The identification of the base station selected by the current user is based on the user's location in this embodiment. When receiving the user information input on the user side, it is necessary to confirm the user's current location, that is, to receive the first location identification information input by the user, so as to identify the location of the current user.

[0057] If it is identified that the user's location is located in the area of ​​the grid location where the first target base station is located, first real-time image data of the first target base station is obtained, the first real-time image data is sent to the user, and after receiving a confirmation message sent by the user, a first request sub-message for network resource planning based on the first target base station is generated;

[0058] If it is identified that the user's location is outside the area of ​​the grid location where the first target base station is located, base stations in the multi-base station network are matched from the inside to the outside with the grid location as the center and the set distance as the radius, and a second request sub-message for network resource planning based on the first target base station is generated based on the matched one or more second target base stations;

[0059] The request message includes the first request sub-message and a second request sub-message.

[0060] In order to more clearly confirm the relationship between the user's actual location and the base station location, when the user's location is located at the grid location of the first target base station, there may be two situations. One is that the user has just left the first target base station and completed operations such as resource planning for the first target base station. At this time, the user needs to go to the second target base station. Although the user's geographical location is outside the area, it is also heading to the second target base station. Therefore, the first request sub-message is also generated at this time. The other is that the user has not entered the first target base station, but selects a possible first target base station in the path ring. At this time, the second request sub-message is generated.

[0061] In this embodiment, the request message includes a first request sub-message and a second request sub-message as described above. Therefore, in step S102, after parsing the request message, the step of inputting it into a pre-built multi-base station matching model for matching includes: parsing after receiving the request message to obtain the request message type carried in the request message, and inputting the first request sub-message or the second request sub-message into the pre-built multi-base station matching model for matching. It should be noted that after the user side receives the request message input by the user, it will identify whether it belongs to the first request sub-message or the second request sub-message. For example, when the user inputs the location identification information, the location of the determined first target base station is also included, and the first target base station is the determined first target base station. At this time, if the location identification information input by the user is located in the location grid area of ​​the first target base station, it is parsed as the first request sub-message. If the location is outside the location area of ​​the first target base station, since the first target base station is a determined base station and the user is located outside the location area, it is necessary to interact with the first target base station to determine whether the user has left and completed operations such as resource planning of the first target base station. This embodiment confirms by sending an image confirmation message to the user. The image information can be the current real-time image data or the image data of the user appearing at the first target base station and including the time, so as to prove that the user has completed the relevant operations of the first target base station. Based on this, the first target base station is a determined target base station. In addition, it is also necessary to determine the second target base station outside the first target base station so that the user can determine the location of the second target base station based on the first target base station.

[0062] For the determined first target base station, step S103 is performed in the present application, specifically:

[0063] Parsing the parsed request message based on a pre-built multi-base station matching model;

[0064] If the parsed request message is a first request sub-message, extract the first real-time image data carried in the first request sub-message, retrieve the second real-time image data of all base stations in the base station information set, filter out the image data to be analyzed that has a high similarity to the first real-time image data from the second real-time image data set, and obtain the first pending position information of one or more second target base stations corresponding to the image data to be analyzed, and generate a first response message based on the image data to be analyzed and the first target position information;

[0065] The user receives the first response message, generates target image data after analyzing the image data to be analyzed, determines the target location data from the first pending location information based on the target image data, and executes multi-base station network resource planning after first generating path data based on the grid position of the first target base station and the target location data.

[0066] According to the foregoing content, this embodiment also includes an uncertain first target base station, that is, it is recognized that the location entered by the user is outside any first target base station, or on the user side, after the user enters the location, it is automatically confirmed that the user is located outside the base station in the base station grid model. The grid position is used as the center of the circle and the set distance is used as the radius to match the base stations in the multi-base station network from the inside to the outside, and based on the matched one or more second target base stations, a second request sub-message based on the network resource planning of the first target base station is generated.

[0067] In this embodiment, if one or more second target base stations based on the location information are matched, a second response message based on the location information is generated, and the second response message is returned to the user. The steps of performing multi-base station network resource planning based on the second response message specifically include:

[0068] Parsing the parsed request message based on a pre-built multi-base station matching model;

[0069] If the parsed request message is a second request sub-message, extract the second pending location information based on the first target base station and the associated one or more second target base stations, and generate a second response message based on the location information according to the user's location and the second pending location information;

[0070] The user receives the second response message, analyzes the second pending location information, and then retrieves the third real-time image data of the base station corresponding to the second pending location information, and generates a location node with the same third real-time image data in the second pending location information, generates one or more path rings with the same third real-time image data based on the location node, and after determining a first target base station in each path ring, uses other base stations in the same path ring as second target base stations, and performs multi-base station network resource planning.

[0071] It should be noted that when the user enters the location information, there is no specific first target base station location information, but the location information entered by the user belongs to a certain grid area. When a certain grid area is entered, any base station is used as the first target base station. When a base station is determined in the path ring, the determined base station is used as the first target base station, and the base station type is updated.

[0072] In this embodiment, the image of the second target base station is compared with the image of the first target base station to select an image with a higher similarity to form a target base station set. Therefore, the second target base station in this embodiment is obtained through information with a higher similarity image. In practice, if the similarity is not high or is not the same, the second base station is laid out with the shortest path first. It should be noted that the purpose of the present invention is to optimize the base station resource planning process in network construction. Therefore, the purpose of the present invention is achieved by combining geographic location information and image recognition technology.

[0073] The present invention also proposes a multi-base station network resource planning device 20 based on resource scheduling, and the device 20 includes:

[0074] The receiving module 201 is used to receive a request message for network resource planning based on a first target base station input by a user;

[0075] A parsing module 202, configured to parse the request message and input the parsed message into a pre-built multi-base station matching model for matching;

[0076] The processing module 203 is used to generate a first response message based on the resource information if one or more second target base stations based on the resource information are matched; and generate a second response message based on the location information if one or more second target base stations based on the location information are matched;

[0077] An execution module 204 is configured to return a first response message or a second response message to the user, so as to perform multi-base station network resource planning based on the first response message or the second response message;

[0078] The first response message is based on image information and location information corresponding to one or more second target base stations, and the second response message is based on location information corresponding to one or more target base stations.

[0079] Figure 3 An example of a physical structure diagram of an electronic device is shown in FIG. Figure 3 As shown, the electronic device may include: a processor 310, a communication interface 320, a memory 330 and a communication bus 340, wherein the processor 310, the communication interface 320 and the memory 330 communicate with each other through the communication bus 340. The processor 310 may call a computer program in the memory 330 to execute the steps of the base station site selection planning method.

[0080] For example, it includes: receiving a request message for network resource planning based on a first target base station input by a user; after parsing the request message, inputting it into a pre-built multi-base station matching model for matching; if one or more second target base stations based on resource information are matched, a first response message based on resource information is generated; if one or more second target base stations based on location information are matched, a second response message based on location information is generated; returning a first response message or a second response message to the user to perform multi-base station network resource planning based on the first response message or the second response message. In addition, the logic instructions in the above-mentioned memory 330 can be implemented in the form of a software function unit and can be stored in a computer-readable storage medium when it is sold or used as an independent product. Based on such an understanding, the technical solution of the present application is essentially or the part that contributes to the prior art or the part of the technical solution can be embodied in the form of a software product, which is stored in a storage medium and includes a number of instructions for enabling a computer device (which can be a personal computer, a server, or a network device, etc.) to perform all or part of the steps of the method described in each embodiment of the present application. The aforementioned storage media include: U disk, mobile hard disk, read-only memory (ROM), random access memory (RAM), disk or optical disk and other media that can store program codes.

[0081] On the other hand, an embodiment of the present application further provides a storage medium, which is a computer-readable storage medium, and the computer-readable storage medium stores a computer program, which is used to enable the processor to execute the steps of the methods provided in the above embodiments, for example, including: receiving a request message for network resource planning based on a first target base station input by a user; after parsing the request message, inputting it into a pre-built multi-base station matching model for matching; if one or more second target base stations based on resource information are matched, a first response message based on resource information is generated; if one or more second target base stations based on location information are matched, a second response message based on location information is generated; and a first response message or a second response message is returned to the user to perform multi-base station network resource planning based on the first response message or the second response message. In addition, the logic instructions in the above-mentioned memory 330 can be implemented in the form of a software functional unit and can be stored in a computer-readable storage medium when it is sold or used as an independent product. The computer-readable storage medium can be any available medium or data storage device that can be accessed by the processor, including but not limited to magnetic storage (such as floppy disks, hard disks, magnetic tapes, magneto-optical disks (MO), etc.), optical storage (such as CD, DVD, BD, HVD, etc.), and semiconductor storage (such as ROM, EPROM, EEPROM, non-volatile memory (NANDFLASH), solid-state drive (SSD)), etc.

[0082] The device embodiments described above are merely illustrative, wherein the units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they may be located in one place, or they may be distributed on multiple network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the scheme of this embodiment. Ordinary technicians in this field can understand and implement it without paying creative labor.

[0083] Through the description of the above implementation methods, those skilled in the art can clearly understand that each implementation method can be implemented by means of software plus a necessary general hardware platform, and of course, it can also be implemented by hardware. Based on this understanding, the above technical solution is essentially or the part that contributes to the prior art can be embodied in the form of a software product, and the computer software product can be stored in a computer-readable storage medium, such as ROM / RAM, a disk, an optical disk, etc., including a number of instructions for a computer device (which can be a personal computer, a server, or a network device, etc.) to execute the methods described in each embodiment or some parts of the embodiments.

[0084] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present application, rather than to limit it. Although the present application has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present application.

[0085] The above embodiments are only preferred embodiments for fully illustrating the present invention, and the protection scope of the present invention is not limited thereto. Any equivalent substitution or change made by a person skilled in the art based on the present invention is within the protection scope of the present invention.

Claims

1. A multi-base station network resource planning method based on resource scheduling, characterized in that: The method comprises the following steps: Receiving a request message input by a user for network resource planning based on a first target base station; After parsing the request message, the request message is input into a pre-built multi-base station matching model for matching; If one or more second target base stations based on the resource information are matched, generating a first response message based on the resource information; If one or more second target base stations based on the location information are matched, generating a second response message based on the location information; Returning a first response message or a second response message to the user, so as to perform multi-base station network resource planning based on the first response message or the second response message; The first response message is based on image information and location information corresponding to one or more second target base stations, and the second response message is based on location information corresponding to one or more target base stations.

2. The multi-base station network resource planning method based on resource scheduling according to claim 1, characterized in that: The step of receiving a request message input by a user for network resource planning based on the first target base station includes the step of pre-building a multi-base station matching model, specifically: Establish a multi-base station grid model in regional configuration mode and generate a base station information set based on location information in the grid; Periodically obtain and store real-time image data of base stations in the grid, and generate a multi-base station matching model based on base station information sets and real-time images; The base station information set includes an information set based on a first target base station and one or more second target base stations.

3. The multi-base station network resource planning method based on resource scheduling according to claim 2 is characterized in that: Before the step of receiving a request message input by a user for network resource planning based on the first target base station, the method further includes: Receiving first location identification information input by a user; If it is identified that the user's location is located in the area of ​​the grid location where the first target base station is located, first real-time image data of the first target base station is obtained, the first real-time image data is sent to the user, and after receiving a confirmation message sent by the user, a first request sub-message for network resource planning based on the first target base station is generated; If it is identified that the user's location is outside the area of ​​the grid location where the first target base station is located, base stations in the multi-base station network are matched from the inside to the outside with the grid location as the center and the set distance as the radius, and a second request sub-message for network resource planning based on the first target base station is generated based on the matched one or more second target base stations; The request message includes the first request sub-message and a second request sub-message.

4. The multi-base station network resource planning method based on resource scheduling according to claim 3 is characterized in that: If it is identified that the user's location is outside the area of ​​the grid location where the first target base station is located, matching of base stations in the multi-base station network is performed from the inside to the outside with the grid location as the center and the set distance as the radius, and the step of generating a second request sub-message based on network resource planning based on the first target base station based on the matched one or more second target base stations also includes: if it is identified that the user's location is outside the area of ​​the grid location where the first target base station is located, sending an image confirmation message based on the first target base station to the user, if an image response message based on the image confirmation message is received from the user, then generating a first request sub-message based on the real-time image data carried in the image confirmation message, otherwise generating a second request sub-message.

5. The multi-base station network resource planning method based on resource scheduling according to claim 4 is characterized in that: After parsing the request message, the step of inputting it into a pre-built multi-base station matching model for matching includes: After receiving the request message, the request message is parsed to obtain the request message type carried in the request message, and the first request sub-message or the second request sub-message is input into a pre-built multi-base station matching model for matching.

6. The multi-base station network resource planning method based on resource scheduling according to claim 5, characterized in that: If one or more second target base stations based on the resource information are matched, a first response message based on the resource information is generated, and the first response message is returned to the user, and the steps of performing multi-base station network resource planning based on the first response message specifically include: Parsing the parsed request message based on a pre-built multi-base station matching model; If the parsed request message is a first request sub-message, extract the first real-time image data carried in the first request sub-message, retrieve the second real-time image data of all base stations in the base station information set, filter out the image data to be analyzed that has a high similarity to the first real-time image data from the second real-time image data set, and obtain the first pending position information of one or more second target base stations corresponding to the image data to be analyzed, and generate a first response message based on the image data to be analyzed and the first target position information; The user receives the first response message, generates target image data after analyzing the image data to be analyzed, determines the target location data from the first pending location information based on the target image data, and executes multi-base station network resource planning after first generating path data based on the grid position of the first target base station and the target location data.

7. The multi-base station network resource planning method based on resource scheduling according to claim 6, characterized in that: If one or more second target base stations based on the location information are matched, a second response message based on the location information is generated, and the second response message is returned to the user, and the steps of performing multi-base station network resource planning based on the second response message specifically include: Parsing the parsed request message based on a pre-built multi-base station matching model; If the parsed request message is a second request sub-message, extract the second pending location information based on the first target base station and the associated one or more second target base stations, and generate a second response message based on the location information according to the user's location and the second pending location information; The user receives the second response message, analyzes the second pending location information, and then retrieves the third real-time image data of the base station corresponding to the second pending location information, and generates a location node of the same third real-time image data in the second pending location information, generates one or more path rings with the same third real-time image data based on the location node, and determines a base station in each path ring as the first target base station, and other base stations in the same path ring as the second target base stations, and performs multi-base station network resource planning.

8. A device for a multi-base station network resource planning method based on resource scheduling according to any one of claims 1 to 7, characterized in that: The device comprises: A receiving module, configured to receive a request message input by a user for network resource planning based on a first target base station; A parsing module, used for parsing the request message and inputting it into a pre-built multi-base station matching model for matching; A processing module, configured to generate a first response message based on the resource information if one or more second target base stations based on the resource information are matched; and generate a second response message based on the location information if one or more second target base stations based on the location information are matched; An execution module, configured to return a first response message or a second response message to the user, so as to execute multi-base station network resource planning based on the first response message or the second response message; The first response message is based on image information and location information corresponding to one or more second target base stations, and the second response message is based on location information corresponding to one or more target base stations.

9. An electronic device, characterized in that: include: A processor, a memory and a bus, wherein the processor and the memory communicate with each other via the bus; The memory stores program instructions executable by the processor, and the processor can execute the method according to any one of claims 1 to 7 by calling the program instructions.

10. A computer program product comprising a computer program or instructions, characterized in that When the computer program or instruction is executed by a processor, the method according to any one of claims 1 to 7 is executed.

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