CN117014893A - Communication network planning method, device, computer equipment and storage medium - Google Patents

Communication network planning method, device, computer equipment and storage medium Download PDF

Info

Publication number
CN117014893A
CN117014893A CN202310828830.2A CN202310828830A CN117014893A CN 117014893 A CN117014893 A CN 117014893A CN 202310828830 A CN202310828830 A CN 202310828830A CN 117014893 A CN117014893 A CN 117014893A
Authority
CN
China
Prior art keywords
scene
service
area
names
service scene
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202310828830.2A
Other languages
Chinese (zh)
Inventor
冯福锋
姜克建
林璐
潘少斌
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Guangdong Planning and Designing Institute of Telecommunications Co Ltd
Original Assignee
Guangdong Planning and Designing Institute of Telecommunications Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Guangdong Planning and Designing Institute of Telecommunications Co Ltd filed Critical Guangdong Planning and Designing Institute of Telecommunications Co Ltd
Priority to CN202310828830.2A priority Critical patent/CN117014893A/en
Publication of CN117014893A publication Critical patent/CN117014893A/en
Pending legal-status Critical Current

Links

Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W16/00—Network planning, e.g. coverage or traffic planning tools; Network deployment, e.g. resource partitioning or cells structures
    • H04W16/18—Network planning tools
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D30/00—Reducing energy consumption in communication networks
    • Y02D30/70—Reducing energy consumption in communication networks in wireless communication networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The present application relates to a communication network planning method, apparatus, computer device, storage medium and computer program product. The method comprises the following steps: acquiring a service scene name associated with a preset area in a wireless network scene data set; the service scene names are names of service scene points belonging to each service scene type in a preset area; adopting a web crawler technology, and crawling geographic information point identifiers corresponding to all business scene points through a preset map service interface according to all business scene names; adopting a web crawler technology, and determining scene boundary areas corresponding to the names of all business scenes in batches according to the geographic information point identifiers; by analyzing the scene boundary area, a target construction area for constructing the planned communication network is determined in the preset area. By adopting the method, the accuracy of communication network deployment can be improved.

Description

Communication network planning method, device, computer equipment and storage medium
Technical Field
The present application relates to the field of mobile communications technologies, and in particular, to a communication network planning method, apparatus, computer device, storage medium, and computer program product.
Background
In order to cope with the explosive flow increase in the future, mass device connection, and new business and new scenarios that are continuously emerging, the fifth generation mobile communication technology (5 th Generation Mobile Communication Technology), i.e., the 5G technology, has been developed.
The 5G technology is a new generation broadband mobile communication technology with the characteristics of high speed, low time delay and large connection, and is a network infrastructure for realizing man-machine object interconnection.
In order to effectively enable the 5G network to meet experience requirements of different business scenes, people can pertinently deploy the 5G network to meet the experience requirements of different types of businesses in a target area, however, the traditional technology often lacks to accurately and effectively guide the 5G network construction and deployment, so that the 5G network construction in the traditional technology cannot well realize effective coverage of a local key public praise area, a business prefire area and an industry hatching area.
Accordingly, there is a problem in the related art that the accuracy of the deployment of the communication network is low.
Disclosure of Invention
In view of the foregoing, it is desirable to provide a communication network planning method, apparatus, computer device, computer readable storage medium, and computer program product that can improve the accuracy of communication network deployment.
In a first aspect, the present application provides a method of communication network planning. The method comprises the following steps:
acquiring a service scene name associated with a preset area in a wireless network scene data set; the service scene names are names of service scene points belonging to each service scene type in the preset area;
adopting a web crawler technology, and crawling geographic information point identifiers corresponding to the business scene points through a preset map service interface according to the business scene names;
determining scene boundary areas corresponding to the service scene names in batches according to the geographic information point identifiers by adopting a web crawler technology;
and determining a target construction area for constructing a planned communication network in the preset area by analyzing the scene boundary area.
In one embodiment, the crawling, by using a web crawler technology, according to each service scene name, the geographic information point identifier corresponding to each service scene point through a preset map service interface includes:
adopting the web crawler technology to send a data acquisition request carrying the names of the business scenes to the preset map service interface;
Receiving the geographic data of the business scene returned by the preset map service interface; the service scene geographic data comprises geographic information point identifiers corresponding to the service scene names;
and obtaining the geographic information point identifiers corresponding to the service scene points according to the geographic information point identifiers corresponding to the service scene names.
In one embodiment, the sending, by using the web crawler technology, a data acquisition request carrying each service scene name to the preset map service interface includes:
constructing the data acquisition request according to the description information of the map service interface and the names of the business scenes through a web crawler program, and sending the data acquisition request to the preset map service interface;
the receiving the service scene geographic data returned by the preset map service interface comprises the following steps:
receiving the geographic data of the business scene returned by the map service interface in a preset data format; the business scene geographic data further comprises scene frame information corresponding to each business scene name.
In one embodiment, the determining, by using a web crawler technology, a scene boundary area corresponding to each service scene name in batches according to the geographic information point identifier includes:
The web crawler technology is adopted, and the longitude and latitude information of the electronic frames corresponding to the scene frame information is crawled in batches according to the geographic information point identifiers, so that the longitude and latitude information of the electronic frames corresponding to the geographic information point identifiers are obtained;
cleaning the longitude and latitude information of the electronic frame corresponding to each geographic information point identifier, and correcting the longitude and latitude to obtain the processed longitude and latitude information of the electronic frame corresponding to each geographic information point identifier;
and generating scene boundary areas corresponding to the business scene names according to the processed longitude and latitude information of the electronic frames corresponding to the geographic information point identifiers.
In one embodiment, in the case that there is a service scene point with an unknown name in the preset area, the method further includes:
determining the service scene type and the geographic area to which the service scene point with the unknown name belongs to obtain a target service scene type and a target geographic area;
constructing a data acquisition request carrying the target service scene type and the target geographic area to a preset map service interface;
receiving a geographic information point identification set returned by the preset map service interface; the geographic information point identification set comprises geographic information point identifications corresponding to all service scene points belonging to the target service scene type in the target geographic area.
In one embodiment, the method further comprises:
sequencing the target construction areas according to the service scene type of the target construction areas to obtain sequenced target construction areas;
generating network construction indication information based on service characteristics corresponding to each sequenced target construction area; the network construction indication information is used for indicating construction of a communication network in the ordered target construction area.
In a second aspect, the application further provides a communication network planning device. The device comprises:
the acquisition module is used for acquiring the service scene name associated with the preset area in the wireless network scene data set; the service scene names are names of service scene points belonging to each service scene type in the preset area;
the identification determining module is used for crawling geographic information point identifications corresponding to the business scene points through a preset map service interface according to the business scene names by adopting a web crawler technology;
the boundary area determining module is used for determining scene boundary areas corresponding to the service scene names in batches according to the geographic information point identifiers by adopting a web crawler technology;
And the construction area determining module is used for determining a target construction area for constructing a planned communication network in the preset area by analyzing the scene boundary area.
In a third aspect, the present application also provides a computer device. The computer device comprises a memory storing a computer program and a processor which when executing the computer program performs the steps of:
acquiring a service scene name associated with a preset area in a wireless network scene data set; the service scene names are names of service scene points belonging to each service scene type in the preset area;
adopting a web crawler technology, and crawling geographic information point identifiers corresponding to the business scene points through a preset map service interface according to the business scene names;
determining scene boundary areas corresponding to the service scene names in batches according to the geographic information point identifiers by adopting a web crawler technology;
and determining a target construction area for constructing a planned communication network in the preset area by analyzing the scene boundary area.
In a fourth aspect, the present application also provides a computer-readable storage medium. The computer readable storage medium having stored thereon a computer program which when executed by a processor performs the steps of:
Acquiring a service scene name associated with a preset area in a wireless network scene data set; the service scene names are names of service scene points belonging to each service scene type in the preset area;
adopting a web crawler technology, and crawling geographic information point identifiers corresponding to the business scene points through a preset map service interface according to the business scene names;
determining scene boundary areas corresponding to the service scene names in batches according to the geographic information point identifiers by adopting a web crawler technology;
and determining a target construction area for constructing a planned communication network in the preset area by analyzing the scene boundary area.
In a fifth aspect, the present application also provides a computer program product. The computer program product comprises a computer program which, when executed by a processor, implements the steps of:
acquiring a service scene name associated with a preset area in a wireless network scene data set; the service scene names are names of service scene points belonging to each service scene type in the preset area;
adopting a web crawler technology, and crawling geographic information point identifiers corresponding to the business scene points through a preset map service interface according to the business scene names;
Determining scene boundary areas corresponding to the service scene names in batches according to the geographic information point identifiers by adopting a web crawler technology;
and determining a target construction area for constructing a planned communication network in the preset area by analyzing the scene boundary area.
The communication network planning method, the device, the computer equipment, the storage medium and the computer program product acquire the service scene name associated with the preset area in the wireless network scene data set; the service scene names are names of service scene points belonging to each service scene type in a preset area; adopting a web crawler technology, and crawling geographic information point identifiers corresponding to all business scene points through a preset map service interface according to all business scene names; determining scene boundary areas corresponding to the service scene names in batches according to the geographic information point identifiers by adopting a web crawler technology; determining a target construction area for constructing a planned communication network in a preset area by analyzing a scene boundary area; in this way, the network crawler technology can be adopted, based on the service scene names of the service scene points belonging to each service scene type in the preset area, the scene boundary areas corresponding to the service scene names can be accurately obtained, so that the scene boundary areas corresponding to the service scene points belonging to each service scene type in the preset area can be accurately determined, the hot spot areas corresponding to each service scene type in the preset area can be determined by analyzing the scene boundary areas corresponding to the service scene points in the preset area, and further the target construction area for constructing and planning the communication network can be accurately determined in the preset area so as to meet the service requirements corresponding to each service scene type in the preset area; aiming at the characteristics of 5G network everything interconnection, the method and the device accurately determine the service requirements corresponding to the service scene types, so as to deploy the communication network according to the service requirements corresponding to the service scene types in the preset area, and enable the construction planning of the communication network to be more accurate.
Drawings
Fig. 1 is a flow chart of a communication network planning method in one embodiment;
FIG. 2 is a flowchart illustrating steps for crawling geographic information point identifiers corresponding to respective business scenario points in one embodiment;
fig. 3 is a flow chart of a communication network planning method according to another embodiment;
fig. 4 is a block diagram of a communication network planning apparatus in one embodiment;
fig. 5 is an internal structural diagram of a computer device in one embodiment.
Detailed Description
The present application will be described in further detail with reference to the drawings and examples, in order to make the objects, technical solutions and advantages of the present application more apparent. It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the application.
It should be noted that the terms "first," "second," and the like in the description and claims of the present disclosure and in the foregoing figures are used for distinguishing between similar objects and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used may be interchanged where appropriate such that the embodiments of the disclosure described herein may be capable of operation in sequences other than those illustrated or described herein. The implementations described in the following exemplary examples are not representative of all implementations consistent with the present disclosure. Rather, they are merely examples of apparatus and methods consistent with some aspects of the present disclosure as detailed in the accompanying claims.
In one embodiment, as shown in fig. 1, a communication network planning method is provided, where this embodiment is applied to a terminal to illustrate the method, and it is understood that the method may also be applied to a server, and may also be applied to a system including a terminal and a server, and implemented through interaction between the terminal and the server. In this embodiment, the method includes the steps of:
step S110, acquiring a service scene name associated with a preset area in the wireless network scene data set.
The service scene names are names of service scene points belonging to each service scene type in a preset area.
The preset area may be a pre-selected area where a communication network is to be planned.
Wherein the communication network may be a 5G network.
The service scene point may be a "point of interest" POI (Point of Information, also named as geographic information point) in the geographic information system.
The wireless network scene data set may include, among other things, a service scene type, a name, an importance classification, a scene classification (indoor/outdoor classification) of each service scene point, and a scene definition corresponding to each service scene type.
The business scenario type may be an industry to which each business scenario point belongs, and may include, but is not limited to, a communication industry, a car networking industry, an internet of things industry, a medical industry, an education industry, a traffic industry, a city management industry, and the like.
The service scene types can classify the primary service scene type and the secondary service scene type.
In a specific implementation, the terminal can acquire names of service scene points belonging to each service scene type in a preset area in the wireless network scene data set, and obtain service scene names associated with the preset area.
Step S120, adopting a web crawler technology, and crawling geographic information point identifiers corresponding to the service scene points through a preset map service interface according to the service scene names.
The preset map service interface may be an API (Application Programming Interface ) interface provided by the map service platform for querying geographic information.
The geographic information point identifier is an identifier of the geographic information point and can be named as POI ID.
The web crawler technology is an automatic web browsing program, and automatically grabs information required by a user on the world wide web according to a certain rule.
In a specific implementation, the terminal can adopt a web crawler technology, and climb geographic information point identifiers corresponding to the service scene points through a preset map service interface according to the service scene names.
Step S130, adopting a web crawler technology, and determining scene boundary areas corresponding to the names of all business scenes in batches according to the geographic information point identifiers.
In a specific implementation, the terminal can adopt a web crawler technology, and the scene boundary areas corresponding to the service scene names are crawled in batches according to the geographic information point identifiers to obtain the scene boundary areas corresponding to the service scene points.
Step S140, determining a target construction area for constructing the planned communication network in the preset area by analyzing the scene boundary area.
The target construction area may be a value area for constructing the planned 5G network.
In a specific implementation, the terminal may analyze a scene boundary area corresponding to each service scene point, and determine a hot spot area corresponding to each service scene type in a preset area, so that a target construction area in the preset area may be determined according to the hot spot area corresponding to each service scene type in the preset area, to obtain a value area for constructing and planning a 5G network, and further, 5G base station layout may be performed based on the value area, and 2C (to consumer) and 2B (to business) oriented service requirements may be formulated by blind site and heat absorption site schemes based on pre-evaluation of coverage effects of layout base stations.
In the process that the terminal determines the target construction area in the preset area according to the hot spot area corresponding to each service scene type in the preset area, the terminal can determine the overlapping area of the hot spot area corresponding to each service scene type as the target construction area so as to construct the communication network of the preset area based on the service characteristics corresponding to each target construction area.
In the process of determining the service characteristics corresponding to each target construction area, the terminal can determine the weight information of the hot spot area corresponding to each service scene type according to the enforceability and the urgency degree corresponding to each service scene type; according to the weight information of the hot spot area corresponding to each service scene type, generating a thermodynamic diagram aiming at the hot spot area corresponding to each service scene type, so that the thermodynamic diagram of each target construction area can be determined, the data characteristics of each target construction area can be determined based on the thermodynamic diagram of each target construction area, and further the service characteristics corresponding to each target construction area can be determined.
According to the technical scheme, the service scene names associated with the preset area are acquired in the wireless network scene data set; the service scene names are names of service scene points belonging to each service scene type in a preset area; adopting a web crawler technology, and crawling geographic information point identifiers corresponding to all business scene points through a preset map service interface according to all business scene names; determining scene boundary areas corresponding to the service scene names in batches according to the geographic information point identifiers by adopting a web crawler technology; determining a target construction area for constructing a planned communication network in a preset area by analyzing a scene boundary area; in this way, the network crawler technology can be adopted, based on the service scene names of the service scene points belonging to each service scene type in the preset area, the scene boundary areas corresponding to the service scene names can be accurately obtained, so that the scene boundary areas corresponding to the service scene points belonging to each service scene type in the preset area can be accurately determined, the hot spot areas corresponding to each service scene type in the preset area can be determined by analyzing the scene boundary areas corresponding to the service scene points in the preset area, and further the target construction area for constructing and planning the communication network can be accurately determined in the preset area so as to meet the service requirements corresponding to each service scene type in the preset area; aiming at the characteristics of 5G network everything interconnection, the method and the device accurately determine the service requirements corresponding to the service scene types, so as to deploy the communication network according to the service requirements corresponding to the service scene types in the preset area, and enable the construction planning of the communication network to be more accurate.
In one embodiment, as shown in fig. 2, step S120 adopts a web crawler technology, and according to each service scene name, a geographic information point identifier corresponding to each service scene point is crawled through a preset map service interface, which includes the following steps:
step S210, a web crawler technology is adopted, and a data acquisition request carrying the names of all business scenes is sent to a preset map service interface.
In a specific implementation, the terminal may adopt a web crawler technology to send a data acquisition request carrying names of various service scenes to a preset map service interface.
The data acquisition request may be an http (Hyper Text Transfer Protocol ) link request.
For example, the terminal may construct a data acquisition request for acquiring POI information and carrying names of various service scenes according to the description information of the map service interface through a web crawler program, and send the data acquisition request to a preset map service interface.
The description information of the map service interface may be a contracted description of the map service interface.
Step S220, receiving the geographic data of the business scene returned by the preset map service interface.
The service scene geographic data comprises geographic information point identifiers corresponding to the names of the service scenes so as to determine the geographic information point identifiers corresponding to the service scene points.
The map service interface can return the geographic data of the business scene in a preset data format.
The preset data format may be a JSON (JavaScript Object Notation, a lightweight data exchange format based on JavaScript programming language) data set format.
The service scene geographic data further comprises scene frame information corresponding to each service scene name so as to determine the scene frame information corresponding to each service scene point.
In a specific implementation, the terminal may receive service scene geographic data returned by the map service interface in a preset data format, where the service scene geographic data includes geographic information point identifiers corresponding to the service scene names and scene frame information corresponding to the geographic information point identifiers corresponding to the service scene names.
In practical application, the terminal can send each data acquisition request constructed according to the description information of the map service interface and each service scene name to a preset map service interface through the focused crawler program, so that service scene geographic data related to the service scene name in a map webpage associated with each data acquisition request can be received through the map service interface, and further, the map webpage and links related to a crawling target can be selectively accessed, and content related to the crawling target is acquired.
Step S230, according to the geographic information point identifiers corresponding to the names of the service scenes, the geographic information point identifiers corresponding to the service scene points are obtained.
In a specific implementation, the terminal can obtain the geographic information point identifier corresponding to each service scene point according to the geographic information point identifier corresponding to each service scene name.
According to the technical scheme, a web crawler technology is adopted, and a data acquisition request carrying the names of all business scenes is sent to a preset map service interface; receiving geographic data of a business scene returned by a preset map service interface; the service scene geographic data comprises geographic information point identifiers corresponding to the names of the service scenes; and obtaining the geographic information point identifiers corresponding to the service scene points according to the geographic information point identifiers corresponding to the service scene names. In the specific implementation, a data acquisition request can be constructed through a web crawler program according to the description information of the map service interface and the names of all business scenes, and the data acquisition request is sent to a preset map service interface; receiving geographic data of a business scene returned by a map service interface in a preset data format; the business scene geographic data also comprises scene frame information corresponding to each business scene name; therefore, scene frame information and geographic information point identifiers associated with the business scene names can be accurately and efficiently crawled from massive internet data based on the business scene names through the web crawler technology, so that geographic data corresponding to the business scene types in a preset area can be accurately determined.
In one embodiment, a web crawler technology is adopted, and scene boundary areas corresponding to the names of all business scenes are determined in batches according to geographic information point identifiers, including: the method comprises the steps of adopting a web crawler technology, and crawling the longitude and latitude information of the electronic frames corresponding to the frame information of each scene in batches according to the geographic information point identifiers to obtain the longitude and latitude information of the electronic frames corresponding to the geographic information point identifiers; cleaning the longitude and latitude information of the electronic frame corresponding to each geographic information point identifier, and correcting the longitude and latitude to obtain the processed longitude and latitude information of the electronic frame corresponding to each geographic information point identifier; and generating scene boundary areas corresponding to the names of the business scenes according to the processed longitude and latitude information of the electronic frames corresponding to the geographic information point identifiers.
In the specific implementation, in the process that the terminal adopts the web crawler technology to determine scene boundary areas corresponding to the names of the business scenes in batches according to the geographic information point identifiers, the terminal can adopt the web crawler technology to climb the longitude and latitude information of the electronic frames corresponding to the frame information of the scenes in batches according to the geographic information point identifiers, so as to obtain the longitude and latitude information of the electronic frames corresponding to the geographic information point identifiers.
For example, in practical application, the terminal may use web crawler technology to generate map web URL (uniform resource locator ) links corresponding to each geographic information point identifier according to each geographic information point identifier, so as to access map web pages associated with the map web URL links corresponding to each geographic information point identifier, and further locate scene frame information corresponding to each geographic information point identifier in the map web pages corresponding to each geographic information point identifier, so as to obtain longitude and latitude information of an electronic frame corresponding to each scene frame information.
The plurality of geographic information points identify a plurality of map webpage URL links, and in order to improve crawling efficiency, the access sequence of the map webpage URL links needs to be determined through a crawling strategy.
When the web crawler technology is a general web crawler technology, the architecture of the general web crawler technology can be roughly divided into a page crawling module, a page analysis module, a link filtering module, a page database, a URL queue and an initial URL set, and the crawling strategy can adopt a depth priority strategy and a breadth priority strategy.
When the web crawler technology is a focused web crawler technology, the architecture adds a link evaluation module and a content evaluation module compared to a general web crawler technology. The key to the realization of the crawling strategy of the focused web crawler technology is to evaluate the importance of page content and links, and the importance calculated by different methods is different, so that the access sequence of the links is also different. The crawling policies of focused web crawler technology may include, but are not limited to, crawling policies based on content ratings, crawling policies based on link structure ratings, crawling policies based on reinforcement learning, crawling policies based on context graphs, and so forth.
When the web crawler technology is an incremental web crawler technology, the architecture of the incremental web crawler technology includes a crawling module, a sorting module, an updating module, a local page set, a URL set to be crawled, and a local page URL set. The incremental web crawler technology can adopt crawling strategies such as breadth-first strategies, pageRank-first strategies and the like to determine the access sequence of links.
Then, the terminal can clear the longitude and latitude information of the electronic frame corresponding to each geographic information point mark, and after deviation correction, the terminal can obtain the processed longitude and latitude information of the electronic frame corresponding to each geographic information point mark; finally, according to the processed longitude and latitude information of the electronic frame corresponding to each geographic information point mark, a scene boundary area corresponding to each service scene name can be generated, and the scene boundary area corresponding to each service scene point is obtained.
According to the technical scheme, the web crawler technology is adopted, and the longitude and latitude information of the electronic frames corresponding to the frame information of each scene is crawled in batches according to the geographical information point identifiers, so that the longitude and latitude information of the electronic frames corresponding to the geographical information point identifiers are obtained; cleaning the longitude and latitude information of the electronic frame corresponding to each geographic information point identifier, and correcting the longitude and latitude to obtain the processed longitude and latitude information of the electronic frame corresponding to each geographic information point identifier; generating scene boundary areas corresponding to the names of the business scenes according to the processed longitude and latitude information of the electronic frames corresponding to the geographic information point identifiers; therefore, the accurate longitude and latitude information of the electronic frame corresponding to each geographic information point mark can be obtained after the longitude and latitude information of the electronic frame corresponding to each geographic information point mark is cleaned and corrected, so that the scene boundary area corresponding to each service scene name can be accurately determined, and the scene boundary area corresponding to each service scene point in the preset area can be accurately obtained.
In one embodiment, in a case that a service scene point with an unknown name exists in the preset area, the method further includes: determining the service scene type and the geographic area of the service scene point with unknown name to obtain a target service scene type and a target geographic area; constructing a data acquisition request carrying a target service scene type and a target geographic area to a preset map service interface; and receiving a geographic information point identification set returned by a preset map service interface.
The geographic information point identification set comprises geographic information point identifications corresponding to all service scene points belonging to the target service scene type in the target geographic region.
The target geographic area may be provinces and cities to which the service scene points of unknown names belong.
The data acquisition request carrying the target service scene type and the target geographic area may be a province+city+target service scene type data acquisition request.
In a specific implementation, service scene points with unknown names exist in a preset area, for example, a large number of service scene points with unknown names exist in a residential area, and a terminal can determine the service scene type and the geographic area to which the service scene points with unknown names belong to obtain a target service scene type and a target geographic area; constructing a data acquisition request carrying a target service scene type and a target geographic area to a preset map service interface; and receiving a geographic information point identification set returned by a preset map service interface, wherein the geographic information point identification set comprises geographic information point identifications corresponding to all service scene points belonging to the target service scene type.
And then, the terminal can clean the geographic information point identification set returned by the preset map service interface, and acquire scene boundary areas corresponding to all the service scene points belonging to the target service scene type in the target geographic area in batches by adopting a web crawler technology according to the geographic information point identification in the cleaned data.
According to the technical scheme, under the condition that service scene points with unknown names exist in a preset area, a target service scene type and a target geographic area are obtained by determining the service scene type and the geographic area to which the service scene points with the unknown names belong; constructing a data acquisition request carrying a target service scene type and a target geographic area to a preset map service interface; receiving a geographic information point identification set returned by a preset map service interface; the geographic information point identification set comprises geographic information point identifications corresponding to all service scene points belonging to the target service scene type in the target geographic region; in this way, even if the service scene point with the unknown name exists in the preset area, the geographic information point identifiers corresponding to all the service scene points belonging to the target service scene type in the target geographic area can be obtained based on the web crawler technology through the target service scene type and the target geographic area to which the service scene point with the unknown name belongs, so that the scene boundary area corresponding to all the service scene points can be determined according to the geographic information point identifiers corresponding to all the service scene points, the scene boundary area corresponding to the target service scene type in the preset area can be determined, the hot spot area corresponding to the target service scene type in the preset area can be accurately analyzed, and the reliability of communication network construction planning is improved.
In one implementation, the method further comprises: sequencing each target construction area according to the service scene type of each target construction area to obtain a sequenced target construction area; and generating network construction indication information based on the service characteristics corresponding to each sequenced target construction area.
The network construction indication information is used for indicating construction of a communication network in the ordered target construction area.
In the specific implementation, after determining the target construction area, the terminal can acquire the service scene type of each target construction area, sort each target construction area according to the service scene type of each target construction area, obtain the sorted target construction area, and construct the communication network based on the sorted target construction area.
In the process of building a communication network based on the ordered target building area, the terminal can acquire service characteristics corresponding to the ordered target building area and generate communication network building indication information based on the service characteristics corresponding to the ordered target building area; the communication network construction instruction information is used for instructing construction of the communication network in each ordered target construction area.
According to the technical scheme of the embodiment, the target construction areas are ordered according to the service scene types of the target construction areas, so that the ordered target construction areas are obtained; generating network construction indication information based on service characteristics corresponding to each sequenced target construction area; the network construction indication information is used for indicating construction of a communication network in the ordered target construction area; in this way, the coverage requirements of the communication network can be guaranteed by sequencing the target construction areas according to the service scene types of the target construction areas; and generating network construction indication information through the service characteristics corresponding to each sequenced target construction area, and accurately constructing a communication network in the sequenced target construction area so as to improve the construction planning accuracy of the communication network.
In another embodiment, as shown in fig. 3, a communication network planning method is provided, and the method is applied to a terminal for illustration, and includes the following steps:
step S310, acquiring a service scene name associated with a preset area in the wireless network scene data set.
Step S320, constructing a data acquisition request according to the description information of the map service interface and the names of the business scenes by the web crawler program, and sending the data acquisition request to a preset map service interface.
Step S330, receiving the geographic data of the business scene returned by the map service interface in a preset data format.
Step S340, adopting a web crawler technology, and crawling the longitude and latitude information of the electronic frames corresponding to the frame information of each scene in batches according to the identification of each geographic information point to obtain the longitude and latitude information of the electronic frames corresponding to the identification of each geographic information point.
Step S350, cleaning the longitude and latitude information of the electronic frame corresponding to each geographic information point identifier, and correcting the longitude and latitude to obtain the processed longitude and latitude information of the electronic frame corresponding to each geographic information point identifier.
Step S360, generating scene boundary areas corresponding to the names of the business scenes according to the longitude and latitude information of the electronic frames after processing corresponding to the geographic information point identifiers.
Step S370, determining a target construction area for constructing the planned communication network in the preset area by analyzing the scene boundary area.
It should be noted that, the specific limitation of the above steps may be referred to the specific limitation of a communication network planning method.
In practical application, the Web Crawler technology adopted by the application can be a general Web Crawler (General Purpose Web Crawler), a focusing Web Crawler (Focused Web Crawler), an incremental Web Crawler (Incremental Web Crawler) and a Deep Web Crawler (Deep Web Crawler); the web crawler technology obtained by combining various web crawler technologies can also be used, and the method is not limited herein.
It should be understood that, although the steps in the flowcharts related to the embodiments described above are sequentially shown as indicated by arrows, these steps are not necessarily sequentially performed in the order indicated by the arrows. The steps are not strictly limited to the order of execution unless explicitly recited herein, and the steps may be executed in other orders. Moreover, at least some of the steps in the flowcharts described in the above embodiments may include a plurality of steps or a plurality of stages, which are not necessarily performed at the same time, but may be performed at different times, and the order of the steps or stages is not necessarily performed sequentially, but may be performed alternately or alternately with at least some of the other steps or stages.
Based on the same inventive concept, the embodiment of the application also provides a communication network planning device for realizing the communication network planning method. The implementation of the solution provided by the apparatus is similar to the implementation described in the above method, so the specific limitation in one or more embodiments of the communication network planning apparatus provided below may refer to the limitation of one communication network planning method hereinabove, and will not be described herein.
In one embodiment, as shown in fig. 4, there is provided a communication network planning apparatus, including an acquisition module 410, an identification determination module 420, a boundary region determination module 430, and a construction region determination module 440, wherein:
an obtaining module 410, configured to obtain a service scene name associated with a preset area in a wireless network scene data set; and the service scene names are names of service scene points belonging to each service scene type in the preset area.
The identifier determining module 420 is configured to use a web crawler technology to crawl, according to each service scene name, a geographic information point identifier corresponding to each service scene point through a preset map service interface.
The border area determining module 430 is configured to determine, in batch, a scene border area corresponding to each service scene name according to the geographic information point identifier by using a web crawler technology.
The construction area determining module 440 is configured to determine a target construction area for constructing a planned communication network in the preset area by analyzing the scene boundary area.
In one embodiment, the identifier determining module 420 is specifically configured to send, by using the web crawler technology, a data acquisition request carrying each service scene name to the preset map service interface; receiving the geographic data of the business scene returned by the preset map service interface; the service scene geographic data comprises geographic information point identifiers corresponding to the service scene names; and obtaining the geographic information point identifiers corresponding to the service scene points according to the geographic information point identifiers corresponding to the service scene names.
In one embodiment, the identifier determining module 420 is specifically configured to construct, by using a web crawler, the data acquisition request according to the description information of the map service interface and the names of the service scenarios, and send the data acquisition request to the preset map service interface; receiving the geographic data of the business scene returned by the map service interface in a preset data format; the business scene geographic data further comprises scene frame information corresponding to each business scene name.
In one embodiment, the border area determining module 430 is specifically configured to, by using a web crawler technology, obtain, in batch, longitude and latitude information of an electronic frame corresponding to each scene frame information according to each geographic information point identifier, and obtain longitude and latitude information of the electronic frame corresponding to each geographic information point identifier; cleaning the longitude and latitude information of the electronic frame corresponding to each geographic information point identifier, and correcting the longitude and latitude to obtain the processed longitude and latitude information of the electronic frame corresponding to each geographic information point identifier; and generating scene boundary areas corresponding to the business scene names according to the processed longitude and latitude information of the electronic frames corresponding to the geographic information point identifiers.
In one embodiment, the apparatus further comprises: the identification determination submodule is used for determining the service scene type and the geographic area to which the service scene point with the unknown name belongs to obtain a target service scene type and a target geographic area; constructing a data acquisition request carrying the target service scene type and the target geographic area to a preset map service interface; receiving a geographic information point identification set returned by the preset map service interface; the geographic information point identification set comprises geographic information point identifications corresponding to all service scene points belonging to the target service scene type in the target geographic area.
In one embodiment, the apparatus further comprises: the indication information generation module is used for sequencing the target construction areas according to the service scene types of the target construction areas to obtain sequenced target construction areas; generating network construction indication information based on service characteristics corresponding to each sequenced target construction area; the network construction indication information is used for indicating construction of a communication network in the ordered target construction area.
Each module in the above-mentioned communication network planning apparatus may be implemented in whole or in part by software, hardware, and a combination thereof. The above modules may be embedded in hardware or may be independent of a processor in the computer device, or may be stored in software in a memory in the computer device, so that the processor may call and execute operations corresponding to the above modules.
In one embodiment, a computer device is provided, which may be a terminal, and the internal structure of which may be as shown in fig. 5. The computer device includes a processor, a memory, an input/output interface, a communication interface, a display unit, and an input means. The processor, the memory and the input/output interface are connected through a system bus, and the communication interface, the display unit and the input device are connected to the system bus through the input/output interface. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system and a computer program. The internal memory provides an environment for the operation of the operating system and computer programs in the non-volatile storage media. The input/output interface of the computer device is used to exchange information between the processor and the external device. The communication interface of the computer device is used for carrying out wired or wireless communication with an external terminal, and the wireless mode can be realized through WIFI, a mobile cellular network, NFC (near field communication) or other technologies. The computer program is executed by a processor to implement a communication network planning method. The display unit of the computer device is used for forming a visual picture, and can be a display screen, a projection device or a virtual reality imaging device. The display screen can be a liquid crystal display screen or an electronic ink display screen, and the input device of the computer equipment can be a touch layer covered on the display screen, can also be a key, a track ball or a touch pad arranged on the shell of the computer equipment, and can also be an external keyboard, a touch pad or a mouse and the like.
It will be appreciated by those skilled in the art that the structure shown in FIG. 5 is merely a block diagram of some of the structures associated with the present inventive arrangements and is not limiting of the computer device to which the present inventive arrangements may be applied, and that a particular computer device may include more or fewer components than shown, or may combine some of the components, or have a different arrangement of components.
In an embodiment, there is also provided a computer device comprising a memory and a processor, the memory having stored therein a computer program, the processor implementing the steps of the method embodiments described above when the computer program is executed.
In one embodiment, a computer-readable storage medium is provided, on which a computer program is stored which, when executed by a processor, carries out the steps of the method embodiments described above.
In an embodiment, a computer program product is provided, comprising a computer program which, when executed by a processor, implements the steps of the method embodiments described above.
It should be noted that, the user information (including but not limited to user equipment information, user personal information, etc.) and the data (including but not limited to data for analysis, stored data, presented data, etc.) related to the present application are information and data authorized by the user or sufficiently authorized by each party, and the collection, use and processing of the related data need to comply with the related laws and regulations and standards of the related country and region.
Those skilled in the art will appreciate that implementing all or part of the above described methods may be accomplished by way of a computer program stored on a non-transitory computer readable storage medium, which when executed, may comprise the steps of the embodiments of the methods described above. Any reference to memory, database, or other medium used in embodiments provided herein may include at least one of non-volatile and volatile memory. The nonvolatile Memory may include Read-Only Memory (ROM), magnetic tape, floppy disk, flash Memory, optical Memory, high density embedded nonvolatile Memory, resistive random access Memory (ReRAM), magnetic random access Memory (Magnetoresistive Random Access Memory, MRAM), ferroelectric Memory (Ferroelectric Random Access Memory, FRAM), phase change Memory (Phase Change Memory, PCM), graphene Memory, and the like. Volatile memory can include random access memory (Random Access Memory, RAM) or external cache memory, and the like. By way of illustration, and not limitation, RAM can be in the form of a variety of forms, such as static random access memory (Static Random Access Memory, SRAM) or dynamic random access memory (Dynamic Random Access Memory, DRAM), and the like. The databases referred to in the embodiments provided herein may include at least one of a relational database and a non-relational database. The non-relational database may include, but is not limited to, a blockchain-based distributed database, and the like. The processor referred to in the embodiments provided in the present application may be a general-purpose processor, a central processing unit, a graphics processor, a digital signal processor, a programmable logic unit, a data processing logic unit based on quantum computing, or the like, but is not limited thereto.
The technical features of the above embodiments may be arbitrarily combined, and all possible combinations of the technical features in the above embodiments are not described for brevity of description, however, as long as there is no contradiction between the combinations of the technical features, they should be considered as the scope of the description.
The foregoing examples illustrate only a few embodiments of the application and are described in detail herein without thereby limiting the scope of the application. It should be noted that it will be apparent to those skilled in the art that several variations and modifications can be made without departing from the spirit of the application, which are all within the scope of the application. Accordingly, the scope of the application should be assessed as that of the appended claims.

Claims (10)

1. A method of communication network planning, the method comprising:
acquiring a service scene name associated with a preset area in a wireless network scene data set; the service scene names are names of service scene points belonging to each service scene type in the preset area;
adopting a web crawler technology, and crawling geographic information point identifiers corresponding to the business scene points through a preset map service interface according to the business scene names;
Determining scene boundary areas corresponding to the service scene names in batches according to the geographic information point identifiers by adopting a web crawler technology;
and determining a target construction area for constructing a planned communication network in the preset area by analyzing the scene boundary area.
2. The method of claim 1, wherein the crawling, by using a web crawler technology, geographic information point identifiers corresponding to the service scene points through a preset map service interface according to the service scene names, includes:
adopting the web crawler technology to send a data acquisition request carrying the names of the business scenes to the preset map service interface;
receiving the geographic data of the business scene returned by the preset map service interface; the service scene geographic data comprises geographic information point identifiers corresponding to the service scene names;
and obtaining the geographic information point identifiers corresponding to the service scene points according to the geographic information point identifiers corresponding to the service scene names.
3. The method according to claim 2, wherein the sending, by using the web crawler technology, the data acquisition request carrying each service scenario name to the preset map service interface includes:
Constructing the data acquisition request according to the description information of the map service interface and the names of the business scenes through a web crawler program, and sending the data acquisition request to the preset map service interface;
the receiving the service scene geographic data returned by the preset map service interface comprises the following steps:
receiving the geographic data of the business scene returned by the map service interface in a preset data format; the business scene geographic data further comprises scene frame information corresponding to each business scene name.
4. The method of claim 3, wherein the determining, by using a web crawler technology, a scene boundary area corresponding to each service scene name in batches according to the geographic information point identifiers includes:
the web crawler technology is adopted, and the longitude and latitude information of the electronic frames corresponding to the scene frame information is crawled in batches according to the geographic information point identifiers, so that the longitude and latitude information of the electronic frames corresponding to the geographic information point identifiers are obtained;
cleaning the longitude and latitude information of the electronic frame corresponding to each geographic information point identifier, and correcting the longitude and latitude to obtain the processed longitude and latitude information of the electronic frame corresponding to each geographic information point identifier;
And generating scene boundary areas corresponding to the business scene names according to the processed longitude and latitude information of the electronic frames corresponding to the geographic information point identifiers.
5. The method according to claim 1, wherein in case there is a service scene point of unknown name in the preset area, the method further comprises:
determining the service scene type and the geographic area to which the service scene point with the unknown name belongs to obtain a target service scene type and a target geographic area;
constructing a data acquisition request carrying the target service scene type and the target geographic area to a preset map service interface;
receiving a geographic information point identification set returned by the preset map service interface; the geographic information point identification set comprises geographic information point identifications corresponding to all service scene points belonging to the target service scene type in the target geographic area.
6. The method according to claim 1, wherein the method further comprises:
sequencing the target construction areas according to the service scene type of the target construction areas to obtain sequenced target construction areas;
Generating network construction indication information based on service characteristics corresponding to each sequenced target construction area; the network construction indication information is used for indicating construction of a communication network in the ordered target construction area.
7. A communication network planning apparatus, the apparatus comprising:
the acquisition module is used for acquiring the service scene name associated with the preset area in the wireless network scene data set; the service scene names are names of service scene points belonging to each service scene type in the preset area;
the identification determining module is used for crawling geographic information point identifications corresponding to the business scene points through a preset map service interface according to the business scene names by adopting a web crawler technology;
the boundary area determining module is used for determining scene boundary areas corresponding to the service scene names in batches according to the geographic information point identifiers by adopting a web crawler technology;
and the construction area determining module is used for determining a target construction area for constructing a planned communication network in the preset area by analyzing the scene boundary area.
8. A computer device comprising a memory and a processor, the memory storing a computer program, characterized in that the processor implements the steps of the method of any of claims 1 to 6 when the computer program is executed.
9. A computer readable storage medium, on which a computer program is stored, characterized in that the computer program, when being executed by a processor, implements the steps of the method of any of claims 1 to 6.
10. A computer program product comprising a computer program, characterized in that the computer program, when being executed by a processor, implements the steps of the method of any of claims 1 to 6.
CN202310828830.2A 2023-07-06 2023-07-06 Communication network planning method, device, computer equipment and storage medium Pending CN117014893A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202310828830.2A CN117014893A (en) 2023-07-06 2023-07-06 Communication network planning method, device, computer equipment and storage medium

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202310828830.2A CN117014893A (en) 2023-07-06 2023-07-06 Communication network planning method, device, computer equipment and storage medium

Publications (1)

Publication Number Publication Date
CN117014893A true CN117014893A (en) 2023-11-07

Family

ID=88575423

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202310828830.2A Pending CN117014893A (en) 2023-07-06 2023-07-06 Communication network planning method, device, computer equipment and storage medium

Country Status (1)

Country Link
CN (1) CN117014893A (en)

Similar Documents

Publication Publication Date Title
EP2975538B1 (en) Computer-implemented method and apparatus for determining relevance of a node in a network
CN110929162A (en) Recommendation method and device based on interest points, computer equipment and storage medium
CN110515986B (en) Processing method and device of social network diagram and storage medium
CN110849384A (en) Navigation route generation method and device, readable storage medium and computer equipment
CN105260466A (en) Picture pushing method and apparatus
CN103312817B (en) A kind of WAP environment down active mode method for supplying information
CN111148018B (en) Method and device for identifying and positioning regional value based on communication data
US11468999B2 (en) Systems and methods for implementing density variation (DENSVAR) clustering algorithms
CN104636457B (en) A kind of method and device of location finding cognition
CN113312563B (en) Information recommendation method, device, equipment and storage medium
Kim et al. Graph‐based modeling of information flow evolution and propagation under V2V communications‐based advanced traveler information systems
JP5425174B2 (en) Information processing apparatus and method
CN111460277B (en) Personalized recommendation method based on mobile social network tree-shaped transmission path
Schade Big Data breaking barriers-first steps on a long trail
CN117014893A (en) Communication network planning method, device, computer equipment and storage medium
CN113010775B (en) Information recommendation method and device and computer equipment
CN112235723B (en) Positioning method, positioning device, electronic equipment and computer readable storage medium
CN116932873A (en) Video account recommending method, device, equipment, storage medium and program product
CN114384611A (en) Typhoon simulation area determining method and device, electronic equipment and storage medium
CN116910332A (en) Object association method and device based on web crawler technology and computer equipment
CN111641518A (en) Heterogeneous network-based community division method and device, computer equipment and medium
Huang et al. Crowdsourced geospatial data in human and earth observations: Opportunities and challenges
CN111523034A (en) Application processing method, device, equipment and medium
Xie et al. A Graph Neural Network-Based Map Tiles Extraction Method Considering POIs Priority Visualization on Web Map Zoom Dimension
CN110674843A (en) Method and system for generating parking lot entity

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination