CN115829294A

CN115829294A - Network planning method, storage medium and electronic device

Info

Publication number: CN115829294A
Application number: CN202310010577.XA
Authority: CN
Inventors: 王超; 梅赟; 石磊; 马锴; 姚怡东
Original assignee: Alibaba China Co Ltd
Current assignee: Alibaba China Co Ltd
Priority date: 2023-01-05
Filing date: 2023-01-05
Publication date: 2023-03-21
Anticipated expiration: 2043-01-05
Also published as: CN115829294B

Abstract

The application discloses a network planning method, a storage medium and an electronic device. Wherein, the method comprises the following steps: receiving a network planning request from a client; determining network scale information, site selection planning information and network parameter information based on the network planning request, wherein the network scale information is used for determining the number of access network devices, the site selection planning information is used for determining the positions of the access network devices, and the network parameter information is used for determining wireless parameters to be used by the access network devices; and returning a network planning response to the client based on the network scale information, the addressing planning information and the network parameter information. The method and the device solve the technical problems that the private network planning method provided by the related technology is only suitable for large networks and is high in cost and poor in flexibility.

Description

Network planning method, storage medium and electronic device

Technical Field

The present application relates to the field of communications technologies, and in particular, to a network planning method, a storage medium, and an electronic device.

Background

With the development of communication networks, the low-delay requirements of various services in private networks and industrial control are increased, the local data security requirements are increased, and enterprises with higher network independence, flexibility and requirements usually adopt self-built private networks with special frequencies. On this basis, the enterprise needs to deploy the private network device according to the network parameters of the private network. The traditional private network equipment deployment method depends on a design institute for network planning and network optimization, and is usually oriented to a city-level large-scale network, so that the base station is extremely large in scale, high in cost and long in period. However, in the project of enterprise self-established private network, the base station has a small scale, and the requirement for private network parameters is complex and diverse, so how to help the enterprise to perform efficient private network planning becomes one of the problems to be solved urgently in the related field.

In view of the above problems, no effective solution has been proposed.

Disclosure of Invention

The embodiment of the invention provides a network planning method, a storage medium and electronic equipment, which at least solve the technical problems that a private network planning method provided by the related technology is only suitable for a large-scale network and has high cost and poor flexibility.

According to an aspect of an embodiment of the present invention, there is provided a network planning method, including: receiving a network planning request from a client, wherein the network planning request is used for requesting network planning equipment to perform network planning on access network equipment to be used by a target private network in a plurality of private networks, the plurality of private networks are respectively deployed in a plurality of working areas of a target main body, and the access network equipment respectively provides mobile network communication services for a plurality of types of terminal equipment in the working areas corresponding to the target private network; determining network scale information, site selection planning information and network parameter information based on the network planning request, wherein the network scale information is used for determining the number of access network equipment, the site selection planning information is used for determining the position of the access network equipment, and the network parameter information is used for determining wireless parameters to be used by the access network equipment; and returning a network planning response to the client based on the network scale information, the addressing planning information and the network parameter information.

According to another aspect of the embodiments of the present invention, there is also provided a network planning method, including: receiving an enterprise network planning request from an enterprise client, wherein the enterprise network planning request is used for requesting enterprise network planning equipment to carry out network planning on base stations to be used by target enterprise private networks in a plurality of enterprise private networks, the plurality of enterprise private networks are respectively deployed in a plurality of work parks of a target enterprise, and the base stations respectively provide mobile network communication services for various types of terminal equipment in the work parks corresponding to the target enterprise private networks; determining enterprise network scale information, enterprise site selection planning information and enterprise network parameter information based on the enterprise network planning request, wherein the enterprise network scale information is used for determining the number of base stations, the enterprise site selection planning information is used for determining the positions of the base stations, and the enterprise network parameter information is used for determining wireless parameters to be used by the base stations; and returning an enterprise network planning response to the enterprise client based on the enterprise network scale information, the enterprise address selection planning information and the enterprise network parameter information.

According to another aspect of the embodiments of the present invention, there is also provided a computer-readable storage medium, where the computer-readable storage medium includes a stored program, and when the program runs, the apparatus where the computer-readable storage medium is located is controlled to execute any one of the above network planning methods.

According to another aspect of the embodiments of the present invention, there is also provided an electronic device, including: a processor; and a memory, connected to the processor, for providing instructions to the processor for processing the following processing steps: receiving a network planning request from a client, wherein the network planning request is used for requesting network planning equipment to perform network planning on access network equipment to be used by a target private network in a plurality of private networks, the plurality of private networks are respectively deployed in a plurality of working areas of a target main body, and the access network equipment respectively provides mobile network communication services for a plurality of types of terminal equipment in the working areas corresponding to the target private network; determining network scale information, site selection planning information and network parameter information based on the network planning request, wherein the network scale information is used for determining the number of access network devices, the site selection planning information is used for determining the positions of the access network devices, and the network parameter information is used for determining wireless parameters to be used by the access network devices; and returning a network planning response to the client based on the network scale information, the addressing planning information and the network parameter information.

In the embodiment of the invention, a network planning request from a client is received, wherein the network planning request is used for requesting a network planning device to perform network planning on an access network device to be used by a target private network in a plurality of private networks, the plurality of private networks are respectively deployed in a plurality of working areas of a target main body, and the access network device respectively provides mobile network communication services for a plurality of types of terminal devices in the working areas corresponding to the target private network; further determining network scale information, site selection planning information and network parameter information based on the network planning request, wherein the network scale information is used for determining the number of the access network devices, the site selection planning information is used for determining the positions of the access network devices, and the network parameter information is used for determining wireless parameters to be used by the access network devices; and returning a network planning response to the client based on the network scale information, the addressing planning information and the network parameter information.

It is easy to note that, according to the embodiment of the application, information required by network planning is automatically determined based on a network planning request sent by a client and a network planning response is made to the network planning request, so that the purpose of automatically and collectively planning the network of access network equipment to be used by a plurality of private networks deployed in a plurality of working areas is achieved, the technical effect of collectively planning the network of a small-scale enterprise private network with complex and diverse requirements is achieved, and the technical problems that the private network planning method provided by the related technology is only suitable for a large-scale network, and is high in cost and poor in flexibility are solved.

Drawings

The accompanying drawings, which are included to provide a further understanding of the application and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the application and together with the description serve to explain the application and not to limit the application. In the drawings:

fig. 1 shows a block diagram of a hardware structure of a computer terminal (or mobile device) for implementing a network planning method;

fig. 2 is a flow chart of a method of network planning according to an embodiment of the present application;

fig. 3 is a schematic diagram of an alternative private network planning process according to an embodiment of the present application;

fig. 4 is a schematic diagram of an alternative private network planning process according to an embodiment of the present application;

fig. 5 is a flow chart of another network planning method according to an embodiment of the present application;

fig. 6 is a schematic structural diagram of a network planning apparatus according to an embodiment of the present application;

fig. 7 is a schematic structural diagram of an alternative network planning apparatus according to an embodiment of the present application;

fig. 8 is a schematic structural diagram of another alternative network planning apparatus according to an embodiment of the present application;

fig. 9 is a schematic structural diagram of another alternative network planning apparatus according to an embodiment of the present application;

fig. 10 is a schematic structural diagram of another network planning apparatus according to an embodiment of the present application;

fig. 11 is a schematic structural diagram of another alternative network planning apparatus according to an embodiment of the present application;

fig. 12 is a block diagram of another computer terminal according to an embodiment of the present application.

Detailed Description

In order to make the technical solutions better understood by those skilled in the art, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only partial embodiments of the present application, but not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.

It should be noted that the terms "first," "second," and the like in the description and claims of this application and in the accompanying drawings are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used is interchangeable under appropriate circumstances such that the embodiments of the application described herein are capable of operation in sequences other than those illustrated or described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.

First, some terms or terms appearing in the description of the embodiments of the present application are applicable to the following explanations:

5G core network (5G core, 5GC): in a Network of a 5G core Network, each node is a Network Function (Network Function), or called a Network element. The network element of the 5G core network comprises: a User Plane Function (UPF), a Session Management Function (SMF), an Access Management Function (AMF), a Policy Control Function (PCF), and the like.

Operation Administration and Maintenance (OAM): it means that according to the actual needs of operator network operation, the management work of the network is generally divided into 3 categories: operation (Operation), management (Administration), maintenance (Maintenance).

Data Network (DN): refers to a communication network for transmitting data traffic. The DNs are data switches (e.g., packet switches, frame relay switches, advanced routers, etc.) as transit points to form networks of the world, country, and region. A Local data network (Local DN) may refer to a data network corresponding to an application server Local to a work area.

Base Station (BS): that is, a public mobile communication base station is an interface device for a mobile device to access the internet, and is a form of a radio station, which is a radio transceiver station for information transmission with a mobile phone terminal through a mobile communication switching center in a certain radio coverage area.

Spectrum Management (Spectrum Management): refers to the management of frequencies used in wireless communications, the main task being the planning, partitioning, allocation and control of radio spectrum resources.

Inter Cell Interference (ICI): the interference between channels is referred to, and the interference to users in the edge area between cells is particularly serious when the same-frequency networking is performed.

Network Planning (Network Planning): the method is characterized in that before the network is built, the whole network is reasonably analyzed, and the building of the network is comprehensively arranged.

Example 1

There is also provided, in accordance with an embodiment of the present application, a network planning method embodiment, it should be noted that the steps illustrated in the flowchart of the accompanying drawings may be implemented in a computer system, such as a set of computer-executable instructions, and that, although a logical order is illustrated in the flowchart, in some cases, the steps illustrated or described may be performed in an order different than here.

The method provided by the first embodiment of the present application may be executed in a mobile terminal, a computer terminal, or a similar computing device. Fig. 1 shows a hardware configuration block diagram of a computer terminal (or mobile device) for implementing the network planning method. As shown in fig. 1, the computer terminal 10 (or mobile device 10) may include one or more (shown with 102a,102b, … …,102 n) processors 102 (the processors 102 may include, but are not limited to, a Microprocessor (MCU) or a Programmable logic device (FPGA) or other processing device), a memory 104 for storing data, and a transmission device 106 for communication functions. In addition, the method can also comprise the following steps: a display, an input/output interface (I/O interface), a Universal Serial Bus (USB) port (which may be included as one of the ports of a computer Bus), a network interface, a power source, and/or a camera. It will be understood by those skilled in the art that the structure shown in fig. 1 is only an illustration and is not intended to limit the structure of the electronic device. For example, the computer terminal 10 may also include more or fewer components than shown in FIG. 1, or have a different configuration than shown in FIG. 1.

It should be noted that the one or more processors 102 and/or other data processing circuitry described above may be referred to generally herein as "data processing circuitry". The data processing circuitry may be embodied in whole or in part in software, hardware, firmware, or any combination thereof. Further, the data processing circuit may be a single stand-alone processing module, or incorporated in whole or in part into any of the other elements in the computer terminal 10 (or mobile device). As referred to in the embodiments of the application, the data processing circuit acts as a processor control (e.g. selection of variable resistance termination paths connected to the interface).

The memory 104 may be used to store software programs and modules of application software, such as program instructions/data storage devices corresponding to the network planning method in the embodiment of the present application, and the processor 102 executes various functional applications and data processing by running the software programs and modules stored in the memory 104, so as to implement the network planning method described above. The memory 104 may include high speed random access memory, and may also include non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid-state memory. In some examples, the memory 104 may further include memory located remotely from the processor 102, which may be connected to the computer terminal 10 over a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.

The transmission device 106 is used for receiving or transmitting data via a network. Specific examples of the network described above may include a wireless network provided by a communication provider of the computer terminal 10. In one example, the transmission device 106 includes a Network adapter (NIC) that can be connected to other Network devices through a base station so as to communicate with the internet. In one example, the transmission device 106 may be a Radio Frequency (RF) module, which is used to communicate with the internet via wireless.

The Display may be, for example, a touch screen type Liquid Crystal Display (LCD) that may enable a user to interact with a user interface of the computer terminal 10 (or mobile device).

It should be noted here that in some alternative embodiments, the computer device (or mobile device) shown in fig. 1 described above may include hardware elements (including circuitry), software elements (including computer code stored on a computer-readable medium), or a combination of both hardware and software elements. It should be noted that fig. 1 is only one example of a particular specific example and is intended to illustrate the types of components that may be present in the computer device (or mobile device) described above.

With the development of communication networks, the low-delay requirements of various services in private networks and industrial control are increased, and the local data security requirements are increased, for this reason, in application scenarios in the related art, it is more likely to use exclusive network resources and customized private network services, and particularly, for enterprises with higher network independence, flexibility and requirements, a self-established private network with a dedicated frequency is usually selected, for example, the self-established private network with a dedicated frequency can implement flexible allocation of uplink and downlink Time slots according to needs in Time Division Duplexing (TDD). On this basis, the enterprise needs to deploy the private network device according to the network parameters of the private network.

In the private network equipment deployment method provided in the related art, network planning and network optimization are performed by a design institute, and the method is generally oriented to a city-level large-scale network, and has the advantages of extremely large base station scale (usually tens of thousands to hundreds of thousands), high cost and long period. However, in the project of enterprise self-establishing private network, the base station has a small scale (usually several to several tens of base stations), and the requirement for the private network parameters is complex and diverse, so how to help the enterprise perform private network planning becomes one of the problems to be solved urgently in the related art.

Prior to the present application, no effective solution to the above-mentioned problems has been proposed.

Under the operating environment, the present application provides a network planning method as shown in fig. 2. Fig. 2 is a flowchart of a network planning method according to an embodiment of the present application, and as shown in fig. 2, the network planning method includes:

step S21, receiving a network planning request from a client, wherein the network planning request is used for requesting a network planning device to perform network planning on an access network device to be used by a target private network in a plurality of private networks, the plurality of private networks are respectively deployed in a plurality of working areas of a target main body, and the access network device respectively provides mobile network communication services for a plurality of types of terminal devices in the working areas corresponding to the target private network;

step S22, determining network scale information, site selection planning information and network parameter information based on the network planning request, wherein the network scale information is used for determining the number of the access network devices, the site selection planning information is used for determining the positions of the access network devices, and the network parameter information is used for determining wireless parameters to be used by the access network devices;

and step S23, returning a network planning response to the client based on the network scale information, the addressing planning information and the network parameter information.

In this embodiment, each private network in the multiple private networks may be a 5G private network, a 4G private network, or a 4G/5G hybrid network. The target agent is an agent using the plurality of private networks. For example, the target subject may be an enterprise subject, a hospital subject, or the like, and the plurality of work areas of the target subject may be a plurality of parks (e.g., an office park, a warehouse logistics park, a laboratory park, or the like) of the target subject. The access network device may be a base station to be used by a private network. The above-mentioned access network device respectively provides mobile network communication service for multiple types of terminal devices in the working area corresponding to the target private network, and the multiple types of terminal devices may include but are not limited to: mobile terminal equipment, intelligent wearing equipment, computer terminal (PC).

The client is a Website (WEB) page or application software, and the client is used for acquiring a network planning request to be responded currently. The network planning request is used for requesting the network planning device to perform network planning on the access network device to be used by a target private network in the multiple private networks, that is, requesting the related network planning device to perform network analysis on the target private network in the multiple private networks and overall planning on the access network device to be used, and the overall planning on the access network device to be used includes: the number, location and radio parameters to be used of the access network devices are determined.

The network planning method provided by the application runs on a server, and the server can be an independent server, a distributed server or a cloud server deployed in the cloud. The server receives a network planning request sent by the client, and determines network scale information, site selection planning information and network parameter information based on the network planning request, wherein the network scale information is used for determining the number of access network devices, the site selection planning information is used for determining the positions of the access network devices, and the network parameter information is used for determining wireless parameters to be used by the access network devices. For example, when the access network device to be used by the target private network is a base station, the network planning scale is the number of base stations to be deployed by the target private network, the site selection planning information is the location of the base station to be deployed by the target private network, and the network parameter information may include, but is not limited to: direction angle, hang-up, electrical downtilt, mechanical downtilt, transmit Power, coverage, reference Signal Receiving Power (RSRP) level value, uplink and downlink ratio, and the like. Further, the server determines a network planning response corresponding to the network planning request based on the determined network scale information, the addressing planning information and the network parameter information, and returns the network planning response to the client.

In the embodiment of the application, a network planning request from a client is received, wherein the network planning request is used for requesting a network planning device to perform network planning on an access network device to be used by a target private network in a plurality of private networks, the plurality of private networks are respectively deployed in a plurality of working areas of a target main body, and the access network device respectively provides mobile network communication services for a plurality of types of terminal devices in the working areas corresponding to the target private network; further determining network scale information, site selection planning information and network parameter information based on the network planning request, wherein the network scale information is used for determining the number of the access network devices, the site selection planning information is used for determining the positions of the access network devices, and the network parameter information is used for determining wireless parameters to be used by the access network devices; and returning a network planning response to the client based on the network scale information, the site selection planning information and the network parameter information.

The network planning method provided by the embodiment of the application can be applied to the following application scenarios, but is not limited to the following application scenarios: before a plurality of private networks deployed in a plurality of parks of an enterprise main body or a hospital main body are constructed, base station network planning is carried out on the private networks. The following takes the application scenario as an example, and further specifically describes the technical solution of the embodiment of the present application.

In an alternative embodiment, in step S22, the determining of the network scale information, the site selection planning information and the network parameter information based on the network planning request includes the following method steps:

step S221, performing demand analysis on the network planning request, and acquiring planning demand information of a working area corresponding to the target private network;

step S222, estimating the network scale of the planning demand information to obtain network scale information;

step S223, network site selection planning is carried out on the planning demand information by utilizing the network scale information to obtain site selection planning information;

step S224, the network parameter planning is carried out on the planning demand information by utilizing the addressing planning information, and the network parameter information is obtained.

In the above optional embodiment, the demand analysis is performed based on a network planning request sent by an enterprise user through a client, and planning demand information of an enterprise campus (that is, a working area) corresponding to the target private network is determined. The planning demand information is used for determining demand information of planning of base stations in the enterprise park corresponding to the target private network.

And estimating the network scale of the planning demand information to obtain the network scale information, namely estimating the number of the base stations to be deployed in the enterprise park corresponding to the target private network based on the planning demand information. And performing network site selection planning on the planning demand information by using the network scale information to obtain selection planning information, namely, performing network selection planning on the basis of the network scale information to determine the base station deployment position of each base station in a plurality of base stations (namely a plurality of base stations corresponding to the number of the base stations to be deployed) in the enterprise park corresponding to the target private network. Planning the planning demand information by using the site selection planning information to obtain network parameter information, namely, planning the network parameter based on the site selection planning information to determine the base station network parameter of each base station in a plurality of base stations in the enterprise park corresponding to the target private network, wherein the base station network parameters include but are not limited to: direction angle, hang-up, electrical downtilt, mechanical downtilt, transmission power, coverage, RSRP level value, uplink and downlink ratio, and the like.

In an optional embodiment, in step S222, performing network site selection planning on the planning demand information by using the network scale information to obtain site selection planning information, including the following method steps:

step S2221, rasterizing the plane graph in the planning demand information to obtain a processing result;

step S2222, determining a first candidate position of the access network equipment by using the network scale information and the processing result;

step S2223, the network addressing planning is carried out based on the first candidate position, and addressing planning information is obtained.

In the above optional embodiment, because the plan view corresponds to a plurality of cells, and there may be mutual interference between the plurality of cells, the plan view in the planning demand information is rasterized to obtain a processing result (including a plurality of grids, each grid may correspond to one cell), further, the candidate base station position of the base station to be deployed in the enterprise campus corresponding to the target private network is determined by using the network scale information and the processing result, and the network site selection planning is performed on the basis of the candidate base station position to obtain the site selection planning information. Therefore, site selection planning information is determined based on the rasterization result and the deployment number of the base stations in the enterprise park, and the deployment positions of the base stations in the enterprise park are determined according to the site selection planning information, so that more detailed planning of the network base stations is realized, and the problem of interference among cells can be avoided.

Taking the base station network planning of the target private network among the multiple private networks deployed in the multiple parks of the enterprise master as an example, the technical solution of the above-mentioned optional embodiment of the present application is specifically described.

Application scenario 1: and the enterprise user A carries out base station network planning on a plurality of private networks deployed in a plurality of enterprise parks through the network planning unit.

Fig. 3 is a schematic diagram of an optional private network planning process according to an embodiment of the present application, and as shown in fig. 3, in an application scenario 1, a WEB page (WEB) is used as a client, a user a inputs a first network planning request through the WEB page to request a network planning unit to perform private network planning, and the network planning unit is deployed in a cloud or a central computer room. The network planning unit is used as a server and responds to a first network planning request sent by the user A through the WEB page, and a first network planning response is returned to the WEB page.

Specifically, in the application scenario 1, the information carried in the network planning request includes, but is not limited to: frequency points, a plan, expected edge coverage levels, expected uplink and downlink edge rates, a signal propagation model, a service model, and the like. Table 1 is plan view data in an alternative network planning request according to an embodiment of the present application, and as shown in table 1, the plan view data includes obstacles, terrain, and ground feature types (the indoor area further includes altitude, which is used to determine the antenna hangup of the base station). The business model comprises the following data: the number of users, the sending frequency, the type of service packet, the uplink and downlink proportion and the like.

TABLE 1

Numbering	Means of	Numbering	Means of
				1	Inland lake	8	Urban middle high-rise building (20 m-40 m)
2	Open area of urban area	9	High-density urban building group (<20m）
				3	Road open area	10	Multi-storey buildings of urban area (<20m）
4	Vegetation area	11	Low density industrial building area
				5	Bush vegetation	12	High density industrial building area
6	Super high-rise building in urban area: (>60m）	13	Suburb area
				7	City high-rise building (40 m-60 m)	14	Developed suburban area

Specifically, in application scenario 1, the information carried in the network planning response includes, but is not limited to: the deployment number of the base stations, the deployment positions of the base stations and the network parameter information of the base stations, wherein the network parameter information of the base stations comprises: frequency point, direction angle, hang-up, electrical downtilt, mechanical downtilt, transmit power, coverage and level (RSRP), and uplink and downlink ratio.

Further, the enterprise user a may continue to send the network planning request to the network planning unit for multiple times through the WEB page according to the returned network planning response until the returned network planning response meets the use requirement of the application scenario 1.

In an alternative embodiment, in step S2223, network address selection planning is performed based on the first candidate location, so as to obtain address selection planning information, including the following method steps:

step S2224, determining a first channel parameter of each grid included in the processing result by using the first candidate position, where the channel parameter includes at least one of: a first channel quality, a first channel capacity;

step S2225, the network site selection planning is carried out based on the first channel parameter, and site selection planning information is obtained.

In the above optional embodiment, the first channel parameter corresponding to each grid of the multiple grids in the processing result is determined by using the candidate base station positions of the multiple base stations in the enterprise campus corresponding to the target private network. Specifically, at least one of a first channel quality and a first channel capacity for each grid is determined. And performing network site selection planning based on the first channel parameter to obtain a base station deployment position (namely site selection planning information) of each base station in the plurality of base stations in the enterprise campus.

It is easy to understand that, the network site selection planning is carried out based on the channel quality and the channel capacity, the channel quality and the channel capacity of the private network can be considered before the private network is built, and therefore the target private network built according to the network planning result can have better network quality.

In an optional embodiment, in step S2225, network address selection planning is performed based on the first channel parameter, so as to obtain address selection planning information, where the method includes the following steps:

step S2226, comparing the first channel parameter with a second channel parameter, wherein the second channel parameter is a demand channel parameter in the planning demand information;

step S2227, responding to the first channel parameter being higher than or equal to the second channel parameter, determining addressing planning information through the first candidate position;

step S2228, in response to that the first channel parameter is lower than the second channel parameter, the grid partitioning operation is repeatedly executed based on the first candidate position until the grid partitioning operation frequency reaches a first value or the number of the access network devices reaches a second value, so as to obtain a second candidate position, and the location planning information is determined according to the first candidate position and the second candidate position.

In the above optional embodiment, the second channel parameter is a required channel parameter in the planning required information, and specifically, the second channel parameter includes one of: a demanded channel quality parameter and a demanded channel capacity parameter.

If the first channel parameter determined in the network planning process is higher than or equal to the second channel parameter, which indicates that the currently planned channel parameter meets the channel parameter requirement corresponding to the network planning request, the site selection planning information is determined through the first candidate position, and specifically, the base station deployment positions (i.e., the site selection planning information) of a plurality of base stations in the enterprise campus corresponding to the target private network are determined based on the first candidate position corresponding to the first channel parameter.

If the first channel parameter determined in the network planning process is lower than the second channel parameter, the currently planned channel parameter is not satisfied with the channel parameter requirement corresponding to the network planning request, at this time, the grid partitioning operation is repeatedly executed based on the first candidate position, the second candidate position is determined, and further, the base station deployment position site selection planning information of a plurality of base stations in the enterprise campus corresponding to the target private network is determined based on the first candidate position and the second candidate position.

Specifically, when the currently planned channel parameters do not meet the channel parameter requirements corresponding to the network planning request, raster partition operation is repeatedly executed based on the first candidate position until the number of times of raster partition operation reaches a first numerical value or the number of access network devices reaches a second numerical value, so that a second candidate position is obtained, and address selection planning information is determined according to the first candidate position and the second candidate position.

In an alternative embodiment, in step S2224, the method for determining the first channel parameter of each grid included in the processing result by using the first candidate position includes the following steps:

step S22241, network parameter information of the access network device at the first candidate position is obtained;

step S22242, analyzing the network parameter information by using a target neural network model to obtain a first channel parameter, wherein the target neural network model is obtained by using multiple groups of data through machine learning training, and each group of data in the multiple groups of data comprises: network parameter information training samples and channel parameter label data.

In the above optional embodiment, the determination process of the first channel parameter in the foregoing embodiment is replaced by using a target neural network model, and the target neural network model is obtained by using multiple sets of data through machine learning training, so that the degree of intelligence of the channel parameter determination process can be improved, and the quality of a network planning result can be further improved by improving the analysis accuracy of the target neural network model.

It should be noted that, in the multiple sets of data used for training the target neural network model, the information carried by the network parameter information training samples of each set of data includes: base station transmit power, downtilt, obstacle, overhead, and frequency; the channel parameter tag data of each set of data includes: measured RSRP level values and measured channel capacities.

In an optional embodiment, the network planning method further includes the following method steps:

step S241, sending a network product request to a network product device, where information carried in the network product request includes: the network product request is used for requesting the network product equipment to inquire product inquiry information matched with the network scale information, the site selection planning information and the network parameter information;

step S242, receiving a network product response from the network product device, where the information carried in the network product response includes: and inquiring information of the product.

In the above optional embodiment, for the network planning request sent by the enterprise user through the client, in addition to the response by using the network planning unit, the network product unit may be used to perform operations such as product query and request matching to assist in generating the network planning response. That is to say, in the above optional embodiment, the response information corresponding to the network planning request includes: network planning response and network product response.

It should be noted that, the obtaining of the product query information by the network product unit through product query may include, but is not limited to: base station brand and model, base station parameters, auxiliary material brand and model, price and the like.

In an alternative embodiment, in step S23, a network planning response is returned to the client based on the network scale information, the addressing plan information and the network parameter information, including the following method steps:

and step S231, returning a network planning response to the client based on the network scale information, the site selection planning information, the network parameter information and the product query information.

In the above optional embodiment, because the network planning request sent by the enterprise user through the client is used to perform network planning on the base station in the target private network, after receiving the network planning request, the enterprise user returns a network planning response to the client based on the network scale information, the site selection planning information, the network parameter information, and the product query information determined by the network planning request, so that the enterprise user can determine the deployment number of the base stations to be deployed according to the network scale information, determine the deployment positions of the base stations to be deployed according to the site selection planning information, determine the network parameters of the base stations to be deployed according to the network parameter information, and determine the product information of the base stations to be deployed according to the product query information, that is, the network planning method provided in the embodiment of the present application can help the user perform one-station network planning.

Still taking the example of planning a base station network by using a target private network among a plurality of private networks deployed in a plurality of parks of an enterprise main body, a preferred technical solution provided by the above-mentioned optional embodiment of the present application is specifically described.

Application scenario 2: and the enterprise user B performs base station network planning on a plurality of private networks deployed in a plurality of enterprise parks through the network planning unit, and the base station network planning response also comprises a network product response.

Fig. 4 is a schematic diagram of an alternative private network planning process according to an embodiment of the present application, and as shown in fig. 4, in application scenario 2, a first network planning request sent by an enterprise user B through a WEB page includes, but is not limited to: number of base stations, coverage, base station transmit power, and expected edge coverage level (RARP). And after receiving the first network planning request, the network planning unit sends a first network product request to the network product unit. The network product unit queries the information base for request matching based on the first network product request, and returns a first network product response to the network planning unit, where the information carried by the network product response includes but is not limited to: base station brand and model, base station parameters (such as transmitting power, coverage area and the like), auxiliary material brand and model, and prices (such as base station price, auxiliary material price, construction price, maintenance price and the like).

Further, the network planning unit returns the first network planning response to the enterprise user (WEB page, i.e. client) based on the first network product response returned by the network product unit. It is easily understood that the first network planning response of the application scenario 2 further includes the content of the first network product response on the basis of the first network planning response of the application scenario 1.

Further, the enterprise user B may continue to send the network planning request to the network planning unit for multiple times through the WEB page according to the first network planning response returned by the network planning unit, and correspondingly, the network product unit also performs multiple network product responses until the network planning response returned by the network planning unit meets the use requirement of the application scenario 2.

Application scenario 3: the plan data in the first network planning request in the application scenario 1 is rasterized, and a structure of an optional private network planning unit is provided.

In application scenario 3, the manner of determining the deployment location of the base station is as follows: if the rasterization result of the plan data contains the optional base station address, determining the optional base station address as a base station deployment position; and if the rasterization result of the plan data does not contain the optional base station site, randomly determining one point in the plan as a base station deployment position, and simultaneously randomly generating an electrical downtilt angle and a mechanical downtilt angle.

Further, performing RSRP calculation on each grid in the rasterization result of the plan data, and comparing the calculated RSRP with the scene RSRP requirement: if the calculated RSRP meets the scene RSRP requirement, stopping RSRP calculation and determining an RSRP result; and if the calculated RSRP does not meet the scene RSRP requirement, adding a new base station by a split cell method.

It should be noted that, a specific implementation of comparing the calculated RSRP with the scene RSRP requirement may be to use a propagation loss model for comparison, where the propagation loss model includes, but is not limited to, a Cost-231Hata model.

It should be noted that, the specific implementation manners of adding a new base station by the split cell method include, but are not limited to: drawing a Voronoi graph by taking the existing base station as a parent point, wherein the Voronoi graph is formed by continuous polygons formed by vertical bisectors of connecting lines of two adjacent points; using the edge of the Veno diagram as the boundary of the map partition; finding nodes of the Voronoi diagram in grids which do not meet the scene RSRP requirement, and adding a base station at any one of the nodes; if grids which do not meet the scene RSRP requirement still exist in the rasterization result of the plan data, the process of map partitioning and base station addition based on the Voronoi diagram is repeated until the calculated RSRP corresponding to all the grids meets the scene RSRP requirement.

In particular, the iteration conditions involved in application scenario 3 include: repeating the process of determining the deployment position and the coverage level RSRP result of the base station after L network planning request processes or the number of the base stations is more than K; if the calculated RSRP corresponding to all grids cannot meet the scene RSRP requirement after the process of determining the deployment position of the base station and the covering level RSRP result is repeated for M times, the current scene RSRP requirement is determined to be not met. The values of L, K and M may be pre-specified according to the scene requirements.

Further, a first network planning response (the same as the first network planning response in application scenario 1) is generated according to the determined base station deployment position and the coverage level RSRP result, and the first network planning response is returned to a WEB page (i.e., a client) currently used by the enterprise user.

Application scenario 4: based on the structure of the private network planning unit in the application scenario 3, another alternative structure of the private network planning unit is provided.

Specifically, in application scenario 4, the process of determining an RSRP result based on a rasterization result in application scenario 3 is replaced by a channel capacity calculation process, and one specific implementation manner of the channel capacity calculation process is shown in the following formula (1):

formula (1)

In the above-mentioned formula (1),

the bandwidth is represented by a number of bits,

which is indicative of the attenuation factor of the light,

which is indicative of the power of the transmission,

indicating that the base station is hanging high,

which represents the angle of the downward inclination,

which is indicative of the carrier frequency,

representing gaussian white noise.

It should be noted that, if the first network planning request includes both RSRP and a requirement of a service for a network, in application scenario 4, a process of determining an RSRP result based on a rasterization result in application scenario 3 is replaced with a channel capacity calculation process, and when the calculated channel capacity satisfies a requirement of a scene channel capacity and the calculated RSRPs both satisfy the requirement of the scene RSRP, a network planning response is generated.

Application scenario 5: based on the structure of the private network planning unit in the application scenario 3 or the application scenario 4, another optional structure of the private network planning unit is provided.

Specifically, in the application scenario 5, at least one of the process of determining the RSRP result based on the rasterization result in the application scenario 3 and the process of calculating the channel capacity in the application scenario 4 is replaced with a corresponding Artificial Intelligence (AI) model, so as to obtain an updated private network planning unit.

The specific training mode of the AI model may be: the method comprises the steps of taking base station transmitting power, a downward inclination angle (including a point downward inclination angle and a mechanical downward inclination angle), blocking objects, a hanging height and frequency as model inputs, taking actually measured RSRP and channel capacity as labels, modeling a base station propagation model by using a neural network model, obtaining an AI model to be used through machine learning, and calculating the RSRP and the channel capacity by using the AI model to be used.

In summary, according to the network planning method provided by the present application, an enterprise is helped to quickly obtain network parameters through a private network planning scheme and dynamically adjust a network according to the network parameters to meet real-time requirements, where the network parameters include but are not limited to: the number of base stations, the deployment positions of the base stations, frequency points, the hanging height, the electrical downtilt angle, the mechanical downtilt angle, the transmitting power and the like. In addition, through private network services provided by private network providers, the network planning can be realized, and information such as equipment models and service cost can be synchronously acquired so as to assist enterprises in making network planning decisions. That is to say, the network planning method provided by the application can realize one-stop private network planning.

It is easy to understand that according to the network planning method provided in the embodiments of the present application, a user can input a network planning request through the network planning management unit to automatically obtain network planning parameters and perform network planning on a private network. In addition, candidate deployment positions of the access network equipment of the private network are determined through a cell splitting method, and a target deployment position meeting the requirement is determined from the candidate deployment positions through RSRP and capacity calculation.

In an alternative embodiment, a graphical user interface is provided by the client, and the content displayed by the graphical user interface at least partially includes an access network device network planning scenario, and the network planning method further includes the following method steps:

step S251, responding to a first touch operation acting on a graphical user interface, and selecting a region to be planned from a plurality of working regions, wherein the region to be planned is a working region corresponding to a target private network;

step S252, responding to a second touch operation acting on the graphical user interface, and acquiring planning demand information of an area to be planned to generate a network planning request;

step S253, in response to the third touch operation acting on the graphical user interface, determining the network scale information, the addressing plan information, and the network parameter information based on the network planning request to generate a network planning response.

In the above optional embodiment, at least an access network device network planning scenario is displayed in the graphical user interface provided by the client, and the user inputs a network planning request and obtains a network planning response through the access network device network planning scenario. The network planning scene of the access network device may be an access network device network planning scene of a target private network in a plurality of private networks deployed in a plurality of parks of an enterprise main body or a hospital main body.

The graphical user interface further comprises a first control (or a first touch area), and when a first touch operation acting on the first control (or the first touch area) is detected, an area to be planned is selected from the plurality of working areas, wherein the area to be planned is a working area corresponding to the target private network. The plurality of work areas may be a plurality of work areas of a target subject (e.g., an enterprise subject, a hospital subject, etc.). By selecting the area to be planned from the plurality of working areas, the target private network to be planned can be designated from the plurality of private networks, and the target working area during network planning can be determined.

The graphical user interface further comprises a second control (or a second touch area), and when a second touch operation acting on the second control (or the second touch area) is detected, the planning demand information of the area to be planned is acquired to generate a network planning request. The planning demand information is used for determining the access network equipment planning demand corresponding to the area to be planned in the application scene. The generated network planning request is used for being sent to a service end to request for obtaining network planning service.

The graphical user interface further comprises a third control (or a third touch area), and when a third touch operation acting on the third control (or the third touch area) is detected, the network scale information, the addressing plan information and the network parameter information are determined based on the network planning request to generate a network planning response. The specific implementation manner of generating the network planning response may refer to the network planning method provided in steps S21 to S23 and the optional optimization method thereof, which are not described herein again.

Further, the network planning response is presented to the user in a graphical user interface. Through the steps S251 to S253, the user can specify an area to be planned by performing touch operation on the graphical user interface on which the network planning scene of the access network device is displayed, generate a network planning request, and trigger a process of determining network scale information, site selection planning information, and network parameter information based on the network planning request to generate a network planning response, so that the user can automatically acquire a corresponding network planning response through touch operation on the graphical user interface.

It should be noted that the first touch operation, the second touch operation, and the third touch operation may be operations in which a user touches a display screen of the terminal device with a finger and touches the terminal device. The touch operation may include single-point touch, multi-point touch, wherein the touch operation of each touch point may include clicking, long pressing, re-pressing, swiping, and the like. The first touch operation, the second touch operation, and the third touch operation may also be touch operations implemented by an input device such as a mouse and a keyboard.

step S261, responding to a fourth touch operation acting on the graphical user interface, and readjusting planning demand information based on network planning response in the graphical user interface to obtain an adjustment result;

step S262, in response to the fifth touch operation applied to the graphical user interface, regenerates the network planning request based on the adjustment result, and determines the network scale information, the addressing planning information, and the network parameter information based on the network planning request to regenerate the network planning response.

In the optional embodiment, the graphical user interface further includes a fourth control (or a fourth touch area), and when a fourth touch operation acting on the fourth control (or the fourth touch area) is detected, the planning requirement information is readjusted based on the network planning response in the graphical user interface, so as to obtain an adjustment result.

The graphical user interface further comprises a fifth control (or a fifth touch area), when a fifth touch operation acting on the fifth control (or the fifth touch area) is detected, the network planning request is regenerated based on the adjustment result, and the network scale information, the addressing planning information and the network parameter information are determined based on the network planning request to regenerate a network planning response. That is, the user may trigger a process of regenerating a network planning request based on the adjustment result and acquiring a regenerated network planning response through a fifth touch operation on the graphical user interface.

It is easy to understand that, after the network planning request is input and the network planning response returned by the server is obtained, the network planning method provided in the embodiment of the present application further supports the user to readjust the planning demand information based on the network planning response and obtain the network planning response again until the network planning response meets the corresponding scene demand.

In the above operating environment, the present application provides a network planning method as shown in fig. 5. Fig. 5 is a flowchart of another network planning method according to an embodiment of the present application, and as shown in fig. 5, the network planning method includes:

step S51, an enterprise network planning request from an enterprise client is received, wherein the enterprise network planning request is used for requesting enterprise network planning equipment to carry out network planning on base stations to be used by target enterprise private networks in a plurality of enterprise private networks, the enterprise private networks are respectively deployed in a plurality of working parks of a target enterprise, and the base stations respectively provide mobile network communication services for various types of terminal equipment in the working parks corresponding to the target enterprise private networks;

step S52, determining enterprise network scale information, enterprise site selection planning information and enterprise network parameter information based on the enterprise network planning request, wherein the enterprise network scale information is used for determining the number of base stations, the enterprise site selection planning information is used for determining the positions of the base stations, and the enterprise network parameter information is used for determining wireless parameters to be used by the base stations;

and S53, returning enterprise network planning response to the enterprise client based on the enterprise network scale information, the enterprise address selection planning information and the enterprise network parameter information.

In this embodiment, each of the plurality of enterprise private networks may be a 5G enterprise private network, a 4G enterprise private network, or a 4G/5G hybrid enterprise distribution network. The target enterprise is a subject using the plurality of enterprise private networks. The plurality of work parks of the target enterprise may be an office park, a warehouse logistics park, an experimental park, etc. The base station provides mobile network communication services for various types of terminal devices in a working park corresponding to the target enterprise private network, where the various types of terminal devices may include but are not limited to: mobile terminal equipment, intelligent wearing equipment, PC.

The enterprise client is an enterprise Website (WEB) page or enterprise application software, and the enterprise client is used for acquiring the current enterprise network planning request to be responded. The enterprise network planning request is used for requesting the enterprise network planning equipment to perform network planning on base stations to be used by target enterprise private networks in the plurality of enterprise private networks, namely, requesting the related enterprise network planning equipment to perform network analysis on the target enterprise private networks in the plurality of enterprise private networks and overall planning the base stations to be used, and the overall planning of the base stations to be used comprises the following steps: the number, location and radio parameters to be used of the base stations are determined.

The network planning method provided by the application operates on an enterprise server, and the enterprise server can be an independent enterprise server, a distributed enterprise server or a cloud enterprise server deployed in a cloud. The enterprise server receives an enterprise network planning request sent by an enterprise client, and determines enterprise network scale information, enterprise site selection planning information and enterprise network parameter information based on the enterprise network planning request, wherein the enterprise network scale information is used for determining the number of base stations, the enterprise site selection planning information is used for determining the positions of the base stations, and the enterprise network parameter information is used for determining wireless parameters to be used by the base stations. For example, when the base station to be used by the target enterprise private network is a base station, the network planning scale is the number of base stations to be deployed by the target enterprise private network, the enterprise site selection planning information is the location of the base station to be deployed by the target enterprise private network, and the enterprise network parameter information may include, but is not limited to: direction angle, hang-up, electrical downtilt, mechanical downtilt, transmit Power, coverage, reference Signal Receiving Power (RSRP) level value, uplink and downlink ratio, and the like. Further, the server side determines an enterprise network planning response corresponding to the enterprise network planning request based on the determined enterprise network scale information, the determined enterprise site selection planning information and the determined enterprise network parameter information, and returns the enterprise network planning response to the enterprise client side.

In the embodiment of the application, an enterprise network planning request from an enterprise client is received, wherein the enterprise network planning request is used for requesting an enterprise network planning device to perform network planning on a base station to be used by a target enterprise private network in a plurality of enterprise private networks, the plurality of enterprise private networks are respectively deployed in a plurality of work parks of the target enterprise, and the base station respectively provides mobile network communication services for various types of terminal devices in the work parks corresponding to the target enterprise private network; further determining enterprise network scale information, enterprise site selection planning information and enterprise network parameter information based on the enterprise network planning request, wherein the enterprise network scale information is used for determining the number of base stations, the enterprise site selection planning information is used for determining the positions of the base stations, and the enterprise network parameter information is used for determining wireless parameters to be used by the base stations; and returning enterprise network planning response to the enterprise client based on the enterprise network scale information, the enterprise site selection planning information and the enterprise network parameter information.

It is easy to note that, according to the embodiment of the application, the information required by network planning is automatically determined based on the enterprise network planning request sent by the enterprise client, and the enterprise network planning response is made to the enterprise network planning request, so that the purpose of automatically and collectively planning the network of the base stations to be used by the enterprise private networks deployed in a plurality of working parks is achieved, the technical effect of collectively planning the network of the enterprise private networks with small scale and complex and diverse requirements is achieved, and the technical problems that the private network planning method provided by the related technology is only suitable for large-scale networks, and is high in cost and poor in flexibility are solved.

In an alternative embodiment, a graphical user interface is provided by the enterprise client, the content displayed by the graphical user interface at least partially comprises a base station network planning scenario, and the network planning method further comprises the following method steps:

step S541, responding to a first touch operation acting on a graphical user interface, and selecting a park to be planned from a plurality of work parks, wherein the park to be planned is a work park corresponding to a target enterprise private network;

step S542, responding to a second touch operation acting on the graphical user interface, and acquiring enterprise planning demand information of a campus to be planned to generate an enterprise network planning request;

and step S543, responding to a third touch operation acting on the graphical user interface, and determining enterprise network scale information, enterprise site selection planning information and enterprise network parameter information based on the enterprise network planning request to generate an enterprise network planning response.

In the above optional embodiment, at least a base station network planning scenario is displayed in a graphical user interface provided by the enterprise client, and the enterprise user inputs an enterprise network planning request and obtains an enterprise network planning response through the base station network planning scenario. The base station network planning scenario may be a base station network planning scenario of a target enterprise private network among a plurality of enterprise private networks deployed in a plurality of enterprise parks.

The graphical user interface further comprises a first control (or a first touch area), and when a first touch operation acting on the first control (or the first touch area) is detected, a to-be-planned park is selected from the plurality of work parks, wherein the to-be-planned park is a work park corresponding to the target enterprise private network. The park to be planned is selected from the plurality of the work parks, so that a target enterprise private network to be planned can be appointed from the plurality of enterprise private networks, and the target work park during network planning can be determined.

The graphical user interface further comprises a second control (or a second touch area), and when a second touch operation acting on the second control (or the second touch area) is detected, enterprise planning demand information of the park to be planned is acquired to generate an enterprise network planning request. And the enterprise planning demand information is used for determining the base station planning demand corresponding to the park to be planned in the application scene. The generated enterprise network planning request is used for being sent to a server side to request to obtain network planning service.

The graphical user interface further comprises a third control (or a third touch area), and when a third touch operation acting on the third control (or the third touch area) is detected, the enterprise network scale information, the enterprise site selection planning information and the enterprise network parameter information are determined based on the enterprise network planning request to generate an enterprise network planning response. The specific implementation manner of generating the enterprise network planning response may refer to the network planning method provided in steps S51 to S53, which is not described herein again.

And further, displaying the enterprise network planning response to the user in a graphical user interface. Through the steps S541 to S543, the enterprise user can designate the campus to be planned by performing touch operation on the graphical user interface on which the base station network planning scene is displayed, can generate an enterprise network planning request, and can trigger a process of determining enterprise network scale information, enterprise site selection planning information, and enterprise network parameter information based on the enterprise network planning request to generate an enterprise network planning response, so that the user can automatically acquire the corresponding enterprise network planning response through the touch operation on the graphical user interface.

It should be noted that, for simplicity of description, the above-mentioned method embodiments are described as a series of acts or combination of acts, but those skilled in the art will recognize that the present application is not limited by the order of acts described, as some steps may occur in other orders or concurrently depending on the application. Further, those skilled in the art should also appreciate that the embodiments described in the specification are preferred embodiments and that the acts and modules referred to are not necessarily required in this application.

Through the above description of the embodiments, those skilled in the art can clearly understand that the method according to the above embodiments can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware, but the former is a better implementation mode in many cases. Based on such understanding, the technical solutions of the present application may be embodied in the form of a software product, which is stored in a storage medium (e.g., a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk, an optical disk), and includes several instructions for enabling a terminal device (e.g., a mobile phone, a computer, a server, or a network device) to execute the methods described in the embodiments of the present application.

Example 2

According to an embodiment of the present application, there is further provided an apparatus embodiment for implementing the network planning method, fig. 6 is a schematic structural diagram of a network planning apparatus according to the embodiment of the present application, and as shown in fig. 6, the apparatus includes:

the system comprises a receiving module 61, a network planning module and a network planning module, wherein the receiving module 61 is used for receiving a network planning request from a client, the network planning request is used for requesting a network planning device to perform network planning on an access network device to be used by a target private network in a plurality of private networks, the plurality of private networks are respectively deployed in a plurality of working areas of a target main body, and the access network device respectively provides mobile network communication services for a plurality of types of terminal devices in the working areas corresponding to the target private network;

a determining module 62, configured to determine network scale information, site selection planning information, and network parameter information based on the network planning request, where the network scale information is used to determine the number of access network devices, the site selection planning information is used to determine the locations of the access network devices, and the network parameter information is used to determine wireless parameters to be used by the access network devices;

and the response module 63 is configured to return a network planning response to the client based on the network scale information, the addressing planning information, and the network parameter information.

Optionally, the determining module 62 is further configured to: performing demand analysis on the network planning request to acquire planning demand information of a working area corresponding to the target private network; estimating the network scale of the planning demand information to obtain network scale information; carrying out network site selection planning on planning demand information by using the network scale information to obtain site selection planning information; and planning the network parameters of the planning demand information by using the site selection planning information to obtain the network parameter information.

Optionally, the determining module 62 is further configured to: rasterizing a plane graph in the planning demand information to obtain a processing result; determining a first candidate position of the access network equipment by using the network scale information and the processing result; and carrying out network address selection planning based on the first candidate position to obtain address selection planning information.

Optionally, the determining module 62 is further configured to: determining a first channel parameter for each grid included in the processing result by using the first candidate position, wherein the channel parameter includes at least one of: a first channel quality, a first channel capacity; and carrying out network site selection planning based on the first channel parameter to obtain site selection planning information.

Optionally, the determining module 62 is further configured to: comparing the first channel parameter with a second channel parameter, wherein the second channel parameter is a demand channel parameter in the planning demand information; determining addressing plan information from the first candidate location in response to the first channel parameter being greater than or equal to the second channel parameter; and in response to the first channel parameter being lower than the second channel parameter, repeatedly executing raster partition operation based on the first candidate position until the number of times of raster partition operation reaches a first value or the number of access network devices reaches a second value to obtain a second candidate position, and determining addressing planning information according to the first candidate position and the second candidate position.

Optionally, the determining module 62 is further configured to: acquiring network parameter information of the access network equipment at a first candidate position; analyzing the network parameter information by adopting a target neural network model to obtain a first channel parameter, wherein the target neural network model adopts a plurality of groups of data to obtain through machine learning training, and each group of data in the plurality of groups of data comprises: network parameter information training samples and channel parameter label data.

Optionally, fig. 7 is a schematic structural diagram of an optional network planning apparatus according to an embodiment of the present application, and as shown in fig. 7, the apparatus includes, in addition to all modules shown in fig. 6: a product module 64, configured to send a network product request to a network product device, where information carried in the network product request includes: the network product request is used for requesting the network product equipment to inquire product inquiry information matched with the network scale information, the site selection planning information and the network parameter information; receiving a network product response from the network product device, wherein the information carried in the network product response comprises: and inquiring information of the product.

Optionally, the response module 63 is further configured to: and returning a network planning response to the client based on the network scale information, the site selection planning information, the network parameter information and the product query information.

Optionally, fig. 8 is a schematic structural diagram of another optional network planning apparatus according to an embodiment of the present application, and as shown in fig. 8, the apparatus includes, in addition to all modules shown in fig. 7: the display module 65 is configured to select, in response to a first touch operation applied to the graphical user interface, a to-be-planned area from the multiple working areas, where the to-be-planned area is a working area corresponding to the target private network; responding to a second touch operation acting on the graphical user interface, and acquiring planning demand information of an area to be planned to generate a network planning request; and responding to a third touch operation acting on the graphical user interface, and determining network scale information, addressing planning information and network parameter information based on the network planning request to generate a network planning response.

Optionally, fig. 9 is a schematic structural diagram of another optional network planning apparatus according to an embodiment of the present application, and as shown in fig. 9, the apparatus includes, in addition to all modules shown in fig. 8: an updating module 66, configured to respond to a fourth touch operation applied to the graphical user interface, and readjust the planning demand information based on the network planning response in the graphical user interface to obtain an adjustment result; and responding to a fifth touch operation acting on the graphical user interface, regenerating a network planning request based on the adjustment result, and determining network scale information, addressing planning information and network parameter information based on the network planning request to regenerate a network planning response.

It should be noted here that the receiving module, the determining module and the responding module correspond to steps S21 to S23 in embodiment 1, and the three modules are the same as the corresponding steps in the implementation example and application scenario, but are not limited to the disclosure in the first embodiment. It should be noted that the modules described above as part of the apparatus may be run in the computer terminal 10 provided in the first embodiment.

According to an embodiment of the present application, there is further provided an apparatus embodiment for implementing the another network planning method, fig. 10 is a schematic structural diagram of another network planning apparatus according to the embodiment of the present application, and as shown in fig. 10, the apparatus includes:

a receiving module 1001, configured to receive an enterprise network planning request from an enterprise client, where the enterprise network planning request is used to request an enterprise network planning device to perform network planning on a base station to be used by a target enterprise private network in multiple enterprise private networks, the multiple enterprise private networks are respectively deployed in multiple work parks of a target enterprise, and the base station provides mobile network communication services for multiple types of terminal devices in the work parks corresponding to the target enterprise private network;

a determining module 1002, configured to determine, based on the enterprise network planning request, enterprise network scale information, enterprise site selection planning information, and enterprise network parameter information, where the enterprise network scale information is used to determine the number of base stations, the enterprise site selection planning information is used to determine positions of the base stations, and the enterprise network parameter information is used to determine wireless parameters to be used by the base stations;

and the response module 1003 is configured to return an enterprise network planning response to the enterprise client based on the enterprise network scale information, the enterprise address selection planning information, and the enterprise network parameter information.

Optionally, fig. 11 is a schematic structural diagram of another optional network planning apparatus according to an embodiment of the present application, and as shown in fig. 11, the apparatus includes, in addition to all modules shown in fig. 11: the display module 1004 is used for responding to a first touch operation acted on the graphical user interface and selecting a to-be-planned park from a plurality of working parks, wherein the to-be-planned park is a working park corresponding to a target enterprise private network; responding to a second touch operation acting on the graphical user interface, and acquiring enterprise planning demand information of the park to be planned to generate an enterprise network planning request; and responding to a third touch operation acting on the graphical user interface, and determining enterprise network scale information, enterprise site selection planning information and enterprise network parameter information based on the enterprise network planning request to generate an enterprise network planning response.

It should be noted here that the receiving module, the determining module and the responding module correspond to steps S51 to S53 in embodiment 1, and the three modules are the same as the examples and application scenarios realized by the corresponding steps, but are not limited to the disclosure of the first embodiment. It should be noted that the modules described above as part of the apparatus may be run in the computer terminal 10 provided in the first embodiment.

In the embodiment of the application, an enterprise network planning request from an enterprise client is received, wherein the enterprise network planning request is used for requesting enterprise network planning equipment to carry out network planning on base stations to be used by target enterprise private networks in a plurality of enterprise private networks, the enterprise private networks are respectively deployed in a plurality of working parks of a target enterprise, and the base stations respectively provide mobile network communication services for various types of terminal equipment in the working parks corresponding to the target enterprise private networks; further determining enterprise network scale information, enterprise site selection planning information and enterprise network parameter information based on the enterprise network planning request, wherein the enterprise network scale information is used for determining the number of base stations, the enterprise site selection planning information is used for determining the positions of the base stations, and the enterprise network parameter information is used for determining wireless parameters to be used by the base stations; and returning enterprise network planning response to the enterprise client based on the enterprise network scale information, the enterprise address selection planning information and the enterprise network parameter information.

It is easy to notice that, according to the embodiment of the present application, information required for network planning is automatically determined based on an enterprise network planning request sent by an enterprise client, and an enterprise network planning response is made to the enterprise network planning request, so that the purpose of automatically overall planning network planning for a plurality of base stations to be used by enterprise private networks deployed in a plurality of working parks is achieved, thereby achieving the technical effect of overall planning network planning for enterprise private networks with small scale and complex and diverse requirements, and further solving the technical problems that a large-scale private network planning method provided by the related art is only suitable for large-scale networks and has high cost and poor flexibility.

It should be noted that, reference may be made to the relevant description in embodiment 1 for a preferred implementation of this embodiment, and details are not described here again.

Example 3

According to an embodiment of the present application, there is further provided an embodiment of an electronic device, which may be any one of computing devices in a computing device group. The electronic device includes: a processor and a memory, wherein:

a memory coupled to the processor for providing instructions to the processor for processing the following processing steps: receiving a network planning request from a client, wherein the network planning request is used for requesting network planning equipment to perform network planning on access network equipment to be used by a target private network in a plurality of private networks, the plurality of private networks are respectively deployed in a plurality of working areas of a target main body, and the access network equipment respectively provides mobile network communication services for a plurality of types of terminal equipment in the working areas corresponding to the target private network; determining network scale information, site selection planning information and network parameter information based on the network planning request, wherein the network scale information is used for determining the number of access network devices, the site selection planning information is used for determining the positions of the access network devices, and the network parameter information is used for determining wireless parameters to be used by the access network devices; and returning a network planning response to the client based on the network scale information, the addressing planning information and the network parameter information.

In the embodiment of the application, a network planning request from a client is received, wherein the network planning request is used for requesting a network planning device to perform network planning on an access network device to be used by a target private network in a plurality of private networks, the plurality of private networks are respectively deployed in a plurality of working areas of a target main body, and the access network device respectively provides mobile network communication services for a plurality of types of terminal devices in the working areas corresponding to the target private network; further determining network scale information, site selection planning information and network parameter information based on the network planning request, wherein the network scale information is used for determining the number of the access network devices, the site selection planning information is used for determining the positions of the access network devices, and the network parameter information is used for determining wireless parameters to be used by the access network devices; and returning a network planning response to the client based on the network scale information, the addressing planning information and the network parameter information.

It is easy to notice that, according to the embodiment of the present application, information required for network planning is automatically determined based on a network planning request sent by a client and a network planning response is made to the network planning request, so that the purpose of automatically overall planning the network of a plurality of private network to be used access network devices deployed in a plurality of working areas is achieved, thereby achieving the technical effect of overall planning the network of a small-scale enterprise private network with complex and diverse requirements, and further solving the technical problems that a private network planning method provided by the related art is only suitable for a large-scale network, and has high cost and poor flexibility.

Example 4

The embodiment of the application can provide a computer terminal which can be any computer terminal device in a computer terminal group. Optionally, in this embodiment, the computer terminal may also be replaced with a terminal device such as a mobile terminal.

Optionally, in this embodiment, the computer terminal may be located in at least one network device of a plurality of network devices of a computer network.

In this embodiment, the computer terminal may execute program codes of the following steps in the network planning method: receiving a network planning request from a client, wherein the network planning request is used for requesting network planning equipment to perform network planning on access network equipment to be used by a target private network in a plurality of private networks, the plurality of private networks are respectively deployed in a plurality of working areas of a target main body, and the access network equipment respectively provides mobile network communication services for a plurality of types of terminal equipment in the working areas corresponding to the target private network; determining network scale information, site selection planning information and network parameter information based on the network planning request, wherein the network scale information is used for determining the number of access network devices, the site selection planning information is used for determining the positions of the access network devices, and the network parameter information is used for determining wireless parameters to be used by the access network devices; and returning a network planning response to the client based on the network scale information, the addressing planning information and the network parameter information.

Optionally, fig. 12 is a block diagram of another computer terminal according to an embodiment of the present application, and as shown in fig. 12, the computer terminal may include: one or more processors 122 (only one of which is shown), memory 124, and peripherals interface 126.

The memory may be configured to store software programs and modules, such as program instructions/modules corresponding to the network planning method and apparatus in the embodiments of the present application, and the processor executes various functional applications and data processing by running the software programs and modules stored in the memory, so as to implement the network planning method. The memory may include high speed random access memory, and may also include non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid-state memory. In some examples, the memory may further include memory located remotely from the processor, and these remote memories may be connected to the computer terminal through a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.

The processor can call the information and application program stored in the memory through the transmission device to execute the following steps: receiving a network planning request from a client, wherein the network planning request is used for requesting network planning equipment to perform network planning on access network equipment to be used by a target private network in a plurality of private networks, the plurality of private networks are respectively deployed in a plurality of working areas of a target main body, and the access network equipment respectively provides mobile network communication services for a plurality of types of terminal equipment in the working areas corresponding to the target private network; determining network scale information, site selection planning information and network parameter information based on the network planning request, wherein the network scale information is used for determining the number of access network devices, the site selection planning information is used for determining the positions of the access network devices, and the network parameter information is used for determining wireless parameters to be used by the access network devices; and returning a network planning response to the client based on the network scale information, the addressing planning information and the network parameter information.

Optionally, the processor may further execute the program code of the following steps: performing demand analysis on the network planning request to acquire planning demand information of a working area corresponding to the target private network; estimating the network scale of the planning demand information to obtain network scale information; carrying out network site selection planning on planning demand information by using the network scale information to obtain site selection planning information; and planning the network parameters of the planning demand information by using the site selection planning information to obtain the network parameter information.

Optionally, the processor may further execute the program code of the following steps: rasterizing a plane graph in the planning demand information to obtain a processing result; determining a first candidate position of the access network equipment by using the network scale information and the processing result; and carrying out network address selection planning based on the first candidate position to obtain address selection planning information.

Optionally, the processor may further execute the program code of the following steps: determining a first channel parameter for each grid included in the processing result by using the first candidate position, wherein the channel parameter includes at least one of: a first channel quality, a first channel capacity; and carrying out network site selection planning based on the first channel parameter to obtain site selection planning information.

Optionally, the processor may further execute the program code of the following steps: comparing the first channel parameter with a second channel parameter, wherein the second channel parameter is a demand channel parameter in the planning demand information; determining addressing plan information from the first candidate location in response to the first channel parameter being greater than or equal to the second channel parameter; and in response to the first channel parameter being lower than the second channel parameter, repeatedly executing raster partition operation based on the first candidate position until the number of times of raster partition operation reaches a first value or the number of access network devices reaches a second value to obtain a second candidate position, and determining addressing planning information according to the first candidate position and the second candidate position.

Optionally, the processor may further execute the program code of the following steps: acquiring network parameter information of the access network equipment at a first candidate position; analyzing the network parameter information by adopting a target neural network model to obtain a first channel parameter, wherein the target neural network model is obtained by adopting a plurality of groups of data through machine learning training, and each group of data in the plurality of groups of data comprises: network parameter information training samples and channel parameter label data.

Optionally, the processor may further execute the program code of the following steps: sending a network product request to network product equipment, wherein information carried in the network product request comprises: the network product request is used for requesting the network product equipment to inquire product inquiry information matched with the network scale information, the site selection planning information and the network parameter information; receiving a network product response from the network product device, wherein the information carried in the network product response comprises: and inquiring information of the product.

Optionally, the processor may further execute the program code of the following steps: and returning a network planning response to the client based on the network scale information, the site selection planning information, the network parameter information and the product query information.

Optionally, the processor may further execute the program code of the following steps: responding to a first touch operation acting on a graphical user interface, and selecting a region to be planned from a plurality of working regions, wherein the region to be planned is a working region corresponding to a target private network; responding to a second touch operation acting on the graphical user interface, and acquiring planning demand information of an area to be planned to generate a network planning request; and responding to a third touch operation acting on the graphical user interface, and determining network scale information, addressing planning information and network parameter information based on the network planning request to generate a network planning response.

Optionally, the processor may further execute the program code of the following steps: responding to a fourth touch operation acting on the graphical user interface, and readjusting planning demand information based on network planning response in the graphical user interface to obtain an adjustment result; and responding to a fifth touch operation acting on the graphical user interface, regenerating a network planning request based on the adjustment result, and determining network scale information, site selection planning information and network parameter information based on the network planning request to regenerate a network planning response.

The processor can call the information and application program stored in the memory through the transmission device to execute the following steps: receiving an enterprise network planning request from an enterprise client, wherein the enterprise network planning request is used for requesting enterprise network planning equipment to carry out network planning on base stations to be used by target enterprise private networks in a plurality of enterprise private networks, the plurality of enterprise private networks are respectively deployed in a plurality of work parks of a target enterprise, and the base stations respectively provide mobile network communication services for various types of terminal equipment in the work parks corresponding to the target enterprise private networks; determining enterprise network scale information, enterprise site selection planning information and enterprise network parameter information based on the enterprise network planning request, wherein the enterprise network scale information is used for determining the number of base stations, the enterprise site selection planning information is used for determining the positions of the base stations, and the enterprise network parameter information is used for determining wireless parameters to be used by the base stations; and returning an enterprise network planning response to the enterprise client based on the enterprise network scale information, the enterprise address selection planning information and the enterprise network parameter information.

Optionally, the processor may further execute the program code of the following steps: responding to a first touch operation acting on a graphical user interface, and selecting a park to be planned from a plurality of work parks, wherein the park to be planned is a work park corresponding to a target enterprise private network; responding to a second touch operation acting on the graphical user interface, and acquiring enterprise planning demand information of the park to be planned to generate an enterprise network planning request; and responding to a third touch operation acting on the graphical user interface, and determining enterprise network scale information, enterprise site selection planning information and enterprise network parameter information based on the enterprise network planning request to generate an enterprise network planning response.

It can be understood by those skilled in the art that the structure shown in fig. 12 is only an illustration, and the computer terminal may also be a terminal device such as a smart phone (e.g., an Android phone, an iOS phone, etc.), a tablet computer, a palmtop computer, a Mobile Internet Device (MID), a PAD, and the like. Fig. 12 is a diagram illustrating the structure of the electronic device. For example, the computer terminal may also include more or fewer components (e.g., network interfaces, display devices, etc.) than shown in FIG. 12, or have a different configuration than shown in FIG. 12.

Those skilled in the art will appreciate that all or part of the steps in the methods of the above embodiments may be implemented by a program instructing hardware associated with the terminal device, where the program may be stored in a computer-readable storage medium, and the storage medium may include: flash disk, ROM, RAM, magnetic or optical disk, and the like.

According to an embodiment of the present application, there is also provided an embodiment of a computer-readable storage medium. Optionally, in this embodiment, the computer-readable storage medium may be configured to store the program code executed by the network planning method provided in embodiment 1.

Optionally, in this embodiment, the computer-readable storage medium may be located in any one of a group of computer terminals in a computer network, or in any one of a group of mobile terminals.

Optionally, in this embodiment, a computer-readable storage medium is configured to store program code for performing the steps of: receiving a network planning request from a client, wherein the network planning request is used for requesting network planning equipment to perform network planning on access network equipment to be used by a target private network in a plurality of private networks, the plurality of private networks are respectively deployed in a plurality of working areas of a target main body, and the access network equipment respectively provides mobile network communication services for a plurality of types of terminal equipment in the working areas corresponding to the target private network; determining network scale information, site selection planning information and network parameter information based on the network planning request, wherein the network scale information is used for determining the number of access network equipment, the site selection planning information is used for determining the position of the access network equipment, and the network parameter information is used for determining wireless parameters to be used by the access network equipment; and returning a network planning response to the client based on the network scale information, the site selection planning information and the network parameter information.

Optionally, in this embodiment, the computer readable storage medium is configured to store program code for performing the following steps: performing demand analysis on the network planning request to acquire planning demand information of a working area corresponding to the target private network; estimating the network scale of the planning demand information to obtain network scale information; carrying out network site selection planning on planning demand information by using the network scale information to obtain site selection planning information; and planning the network parameters of the planning demand information by using the site selection planning information to obtain the network parameter information.

Optionally, in this embodiment, a computer-readable storage medium is configured to store program code for performing the steps of: rasterizing a plane graph in the planning demand information to obtain a processing result; determining a first candidate position of the access network equipment by using the network scale information and the processing result; and carrying out network address selection planning based on the first candidate position to obtain address selection planning information.

Optionally, in this embodiment, the computer readable storage medium is configured to store program code for performing the following steps: determining a first channel parameter for each grid included in the processing result by using the first candidate position, wherein the channel parameter includes at least one of: a first channel quality, a first channel capacity; and carrying out network site selection planning based on the first channel parameter to obtain site selection planning information.

Optionally, in this embodiment, the computer readable storage medium is configured to store program code for performing the following steps: comparing the first channel parameter with a second channel parameter, wherein the second channel parameter is a demand channel parameter in the planning demand information; determining addressing plan information from the first candidate location in response to the first channel parameter being greater than or equal to the second channel parameter; and in response to the first channel parameter being lower than the second channel parameter, repeatedly executing raster partition operation based on the first candidate position until the number of times of raster partition operation reaches a first value or the number of access network devices reaches a second value to obtain a second candidate position, and determining addressing planning information according to the first candidate position and the second candidate position.

Optionally, in this embodiment, the computer readable storage medium is configured to store program code for performing the following steps: acquiring network parameter information of the access network equipment at a first candidate position; analyzing the network parameter information by adopting a target neural network model to obtain a first channel parameter, wherein the target neural network model adopts a plurality of groups of data to obtain through machine learning training, and each group of data in the plurality of groups of data comprises: network parameter information training samples and channel parameter label data.

Optionally, in this embodiment, the computer readable storage medium is configured to store program code for performing the following steps: sending a network product request to network product equipment, wherein information carried in the network product request comprises: the network product request is used for requesting the network product equipment to inquire product inquiry information matched with the network scale information, the site selection planning information and the network parameter information; receiving a network product response from the network product device, wherein the information carried in the network product response comprises: and inquiring information of the product.

Optionally, in this embodiment, the computer readable storage medium is configured to store program code for performing the following steps: and returning a network planning response to the client based on the network scale information, the site selection planning information, the network parameter information and the product query information.

Optionally, in this embodiment, the computer readable storage medium is configured to store program code for performing the following steps: responding to a first touch operation acting on a graphical user interface, and selecting a region to be planned from a plurality of working regions, wherein the region to be planned is a working region corresponding to a target private network; responding to a second touch operation acting on the graphical user interface, and acquiring planning demand information of an area to be planned to generate a network planning request; and responding to a third touch operation acting on the graphical user interface, and determining network scale information, addressing planning information and network parameter information based on the network planning request to generate a network planning response.

Optionally, in this embodiment, the computer readable storage medium is configured to store program code for performing the following steps: responding to a fourth touch operation acting on the graphical user interface, and readjusting planning demand information based on network planning response in the graphical user interface to obtain an adjustment result; and responding to a fifth touch operation acting on the graphical user interface, regenerating a network planning request based on the adjustment result, and determining network scale information, addressing planning information and network parameter information based on the network planning request to regenerate a network planning response.

Optionally, in this embodiment, the computer readable storage medium is configured to store program code for performing the following steps: receiving an enterprise network planning request from an enterprise client, wherein the enterprise network planning request is used for requesting enterprise network planning equipment to carry out network planning on base stations to be used by target enterprise private networks in a plurality of enterprise private networks, the plurality of enterprise private networks are respectively deployed in a plurality of work parks of a target enterprise, and the base stations respectively provide mobile network communication services for various types of terminal equipment in the work parks corresponding to the target enterprise private networks; determining enterprise network scale information, enterprise site selection planning information and enterprise network parameter information based on the enterprise network planning request, wherein the enterprise network scale information is used for determining the number of base stations, the enterprise site selection planning information is used for determining the positions of the base stations, and the enterprise network parameter information is used for determining wireless parameters to be used by the base stations; and returning an enterprise network planning response to the enterprise client based on the enterprise network scale information, the enterprise address selection planning information and the enterprise network parameter information.

Optionally, in this embodiment, the computer readable storage medium is configured to store program code for performing the following steps: responding to a first touch operation acting on a graphical user interface, and selecting a park to be planned from a plurality of work parks, wherein the park to be planned is a work park corresponding to a target enterprise private network; responding to a second touch operation acting on the graphical user interface, and acquiring enterprise planning demand information of the park to be planned to generate an enterprise network planning request; and responding to a third touch operation acting on the graphical user interface, and determining enterprise network scale information, enterprise site selection planning information and enterprise network parameter information based on the enterprise network planning request to generate an enterprise network planning response.

The above-mentioned serial numbers of the embodiments of the present application are merely for description, and do not represent the advantages and disadvantages of the embodiments.

In the embodiments of the present application, the descriptions of the respective embodiments have respective emphasis, and for parts that are not described in detail in a certain embodiment, reference may be made to the related descriptions of other embodiments.

In the embodiments provided in the present application, it should be understood that the disclosed technology can be implemented in other ways. The above-described embodiments of the apparatus are merely illustrative, and for example, the division of the units is only one type of division of logical functions, and there may be other divisions when actually implemented, for example, a plurality of units or components may be combined or may be integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, units or modules, and may be in an electrical or other form.

The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one position, or may be distributed on multiple network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.

In addition, functional units in the embodiments of the present application may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, and can also be realized in a form of a software functional unit.

The integrated unit, if implemented in the form of a software functional unit and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present application may be substantially implemented or contributed to by the prior art, or all or part of the technical solution may be embodied in a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present application. And the aforementioned storage medium includes: various media capable of storing program codes, such as a U disk, a ROM, a RAM, a removable hard disk, a magnetic disk, or an optical disk.

The foregoing is only a preferred embodiment of the present application and it should be noted that, as will be apparent to those skilled in the art, numerous modifications and adaptations can be made without departing from the principles of the present application and such modifications and adaptations are intended to be considered within the scope of the present application.

Claims

1. A method of network planning, comprising:

receiving a network planning request from a client, wherein the network planning request is used for requesting a network planning device to perform network planning on an access network device to be used by a target private network in a plurality of private networks, the plurality of private networks are respectively deployed in a plurality of working areas of a target main body, and the access network device respectively provides mobile network communication services for a plurality of types of terminal devices in the working areas corresponding to the target private network;

determining network scale information, site selection planning information and network parameter information based on the network planning request, wherein the network scale information is used for determining the number of the access network devices, the site selection planning information is used for determining the positions of the access network devices, and the network parameter information is used for determining wireless parameters to be used by the access network devices;

and returning a network planning response to the client based on the network scale information, the addressing planning information and the network parameter information.

2. The network planning method of claim 1 wherein determining the network size information, the siting plan information and the network parameter information based on the network planning request comprises:

performing demand analysis on the network planning request to acquire planning demand information of a working area corresponding to the target private network;

estimating the network scale of the planning demand information to obtain the network scale information;

carrying out network site selection planning on the planning demand information by using the network scale information to obtain site selection planning information;

and planning the network parameters of the planning demand information by using the site selection planning information to obtain the network parameter information.

3. The network planning method according to claim 2, wherein performing network site selection planning on the planning demand information by using the network scale information to obtain the site selection planning information comprises:

rasterizing a plane graph in the planning demand information to obtain a processing result;

determining a first candidate position of the access network equipment by using the network scale information and the processing result;

and carrying out network site selection planning based on the first candidate position to obtain the site selection planning information.

4. The network planning method according to claim 3, wherein performing network site selection planning based on the first candidate location, and obtaining the site selection planning information comprises:

determining a first channel parameter for each grid included in the processing result using the first candidate position, wherein the channel parameter includes at least one of: a first channel quality, a first channel capacity;

and carrying out network site selection planning based on the first channel parameter to obtain the site selection planning information.

5. The network planning method of claim 4, wherein performing network site selection planning based on the first channel parameter to obtain the site selection planning information comprises:

comparing the first channel parameter with a second channel parameter, wherein the second channel parameter is a demand channel parameter in the planning demand information;

determining the addressing plan information by the first candidate location in response to the first channel parameter being greater than or equal to the second channel parameter;

and in response to the first channel parameter being lower than the second channel parameter, repeatedly executing raster partition operation based on the first candidate position until the number of times of raster partition operation reaches a first value or the number of the access network devices reaches a second value to obtain a second candidate position, and determining the addressing planning information according to the first candidate position and the second candidate position.

6. The method of claim 4, wherein determining the first channel parameter for each grid included in the processing result using the first candidate location comprises:

acquiring the network parameter information of the access network equipment at the first candidate position;

analyzing the network parameter information by adopting a target neural network model to obtain the first channel parameter, wherein the target neural network model is obtained by adopting a plurality of groups of data through machine learning training, and each group of data in the plurality of groups of data comprises: network parameter information training samples and channel parameter label data.

7. The network planning method of claim 1, further comprising:

sending a network product request to a network product device, wherein information carried in the network product request includes: the network product request is used for requesting the network product equipment to inquire product inquiry information matched with the network scale information, the addressing planning information and the network parameter information;

receiving a network product response from the network product device, wherein the information carried in the network product response includes: the product query information.

8. The network planning method of claim 7 wherein returning a network planning response to the client based on the network size information, the siting planning information, and the network parameter information comprises:

and returning a network planning response to the client based on the network scale information, the addressing planning information, the network parameter information and the product query information.

9. The network planning method of claim 1, wherein a graphical user interface is provided by the client, the content displayed by the graphical user interface at least partially includes an access network device network planning scenario, and the network planning method further comprises:

responding to a first touch operation acting on the graphical user interface, and selecting a region to be planned from the plurality of working regions, wherein the region to be planned is a working region corresponding to the target private network;

responding to a second touch operation acting on the graphical user interface, and acquiring planning demand information of the area to be planned to generate the network planning request;

and responding to a third touch operation acting on the graphical user interface, and determining the network scale information, the addressing plan information and the network parameter information based on the network planning request to generate the network planning response.

10. The network planning method of claim 9, further comprising:

responding to a fourth touch operation acting on the graphical user interface, and readjusting the planning demand information based on the network planning response in the graphical user interface to obtain an adjustment result;

and in response to a fifth touch operation acting on the graphical user interface, regenerating the network planning request based on the adjustment result, and determining the network scale information, the addressing planning information and the network parameter information based on the network planning request to regenerate the network planning response.

11. A method of network planning, comprising:

receiving an enterprise network planning request from an enterprise client, wherein the enterprise network planning request is used for requesting enterprise network planning equipment to carry out network planning on base stations to be used by a target enterprise private network in a plurality of enterprise private networks, the enterprise private networks are respectively deployed in a plurality of working parks of a target enterprise, and the base stations respectively provide mobile network communication services for various types of terminal equipment in the working parks corresponding to the target enterprise private network;

determining enterprise network scale information, enterprise site selection planning information and enterprise network parameter information based on the enterprise network planning request, wherein the enterprise network scale information is used for determining the number of the base stations, the enterprise site selection planning information is used for determining the positions of the base stations, and the enterprise network parameter information is used for determining wireless parameters to be used by the base stations;

and returning an enterprise network planning response to the enterprise client based on the enterprise network scale information, the enterprise site selection planning information and the enterprise network parameter information.

12. The network planning method of claim 11 wherein a graphical user interface is provided by the enterprise client, the graphical user interface displaying content at least partially encompassing a base station network planning scenario, the network planning method further comprising:

responding to a first touch operation acting on the graphical user interface, and selecting a park to be planned from the plurality of work parks, wherein the park to be planned is a work park corresponding to the target enterprise private network;

responding to a second touch operation acting on the graphical user interface, and acquiring enterprise planning demand information of the park to be planned to generate the enterprise network planning request;

and responding to a third touch operation acting on the graphical user interface, and determining the enterprise network scale information, the enterprise site selection planning information and the enterprise network parameter information based on the enterprise network planning request to generate the enterprise network planning response.

13. A computer-readable storage medium, comprising a stored program, wherein the program, when executed, controls an apparatus in which the computer-readable storage medium is located to perform the network planning method of any of claims 1 to 12.

14. An electronic device, comprising:

a processor; and

a memory coupled to the processor for providing instructions to the processor for processing the following processing steps:

receiving a network planning request from a client, wherein the network planning request is used for requesting a network planning device to perform network planning on an access network device to be used by a target private network in a plurality of private networks, the plurality of private networks are respectively deployed in a plurality of working areas of a target main body, and the access network device provides mobile network communication service for a plurality of types of terminal devices in the working areas corresponding to the target private network;