CN112738813B - Network construction evaluation method and device - Google Patents
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Abstract
The embodiment of the application provides a network construction evaluation method and device, relates to the technical field of communication, and solves the technical problem that a reasonable and effective network construction evaluation method does not exist at present for evaluating construction benefits of residential communities. The network construction evaluation method comprises the following steps: determining a target terminal in a target cell; the target terminal is used for representing the terminal corresponding to the resident user in the target cell; acquiring package information of a target terminal in a preset time period; acquiring the weak coverage duty ratio and the backflow ratio of a target cell; determining the network construction value of the target cell according to package information, weak coverage duty ratio and backflow ratio of the target terminal in a preset time period; and determining the network construction strategy of the target cell according to the network construction value.
Description
Technical Field
The present invention relates to the field of communications technologies, and in particular, to a network construction evaluation method and apparatus.
Background
Residential communities refer to houses dedicated for living, including villas, apartments, employee family dormitories, collective dormitories, employee individual dormitories, student dormitories, and the like. Because residential communities have the characteristics of high population density, aggregation of mobile users, complex building structure, high density and the like, an outdoor communication network cannot effectively penetrate through and cover the residential communities. In this case, operators need to increase the network construction for residential cells to meet the demands of users for outdoor communication networks.
However, due to the popularization of home WIFI, mobile terminals use data services in home mainly through fixed network broadband plus wireless routers, and an operator mobile network cannot absorb effective data services to form incomes, but a large number of residential communities need to build mobile network coverage to provide voice services due to weak coverage, so that huge scissor difference effects exist in incomes and investment.
Therefore, there is a need for a reasonable and effective network construction evaluation method for evaluating the construction benefits of residential communities, so that operators can selectively perform network construction to improve the investment value.
Disclosure of Invention
The application provides a network construction evaluation method and device, which solve the technical problem that no reasonable and effective network construction evaluation method exists at present and construction benefit evaluation is carried out on residential communities.
In order to achieve the above purpose, the present application adopts the following technical scheme:
in a first aspect, a network construction assessment method is provided, including: determining a target terminal in a target cell; the target terminal is used for representing the terminal corresponding to the resident user in the target cell; acquiring package information of a target terminal in a preset time period; acquiring the weak coverage duty ratio and the backflow ratio of a target cell; determining the network construction value of the target cell according to package information, weak coverage duty ratio and backflow ratio of the target terminal in a preset time period; and determining the network construction strategy of the target cell according to the network construction value.
From the above, the network construction evaluation device can determine the target terminal corresponding to the resident user in the target cell, then determine the network construction value of the target cell according to the package information of the target terminal in the preset time period and the weak coverage duty ratio and the backflow ratio of the target cell, and determine the network construction strategy of the target cell according to the network construction value, thereby solving the technical problem that no reasonable and effective network construction evaluation method is available at present for evaluating the construction benefit of the residential cell and improving the efficiency of network construction evaluation.
In a second aspect, there is provided a network construction assessment apparatus comprising: a determination unit and an acquisition unit; a determining unit, configured to determine a target terminal in a target cell; the target terminal is used for representing the terminal corresponding to the resident user in the target cell; the acquisition unit is used for acquiring package information of the target terminal in a preset time period; the acquisition unit is also used for acquiring the weak coverage duty ratio and the backflow ratio of the target cell; the determining unit is also used for determining the network construction value of the target cell according to package information, weak coverage duty ratio and backflow ratio of the target terminal in a preset time period; and the determining unit is also used for determining the network construction strategy of the target cell according to the network construction value.
In a third aspect, a network construction assessment apparatus is provided, comprising a memory and a processor. The memory is used for storing computer execution instructions, and the processor is connected with the memory through a bus. When the network construction evaluation device is operated, the processor executes the computer-executable instructions stored in the memory to cause the network construction evaluation device to perform the network construction evaluation method according to the first aspect.
The network construction evaluation device may be a network device or may be a part of a device in the network device, for example, a chip system in the network device. The system-on-chip is configured to support the network device to implement the functions involved in the first aspect and any one of its possible implementations, e.g. to receive, determine, and offload data and/or information involved in the above-mentioned network construction assessment method. The chip system includes a chip, and may also include other discrete devices or circuit structures.
In a fourth aspect, there is provided a computer readable storage medium comprising computer executable instructions which, when run on a computer, cause the computer to perform the network construction assessment method of the first aspect.
In a fifth aspect, a computer program product is provided, the computer program product comprising computer instructions which, when run on a computer, cause the computer to perform the network construction assessment method according to the first aspect and its various possible implementations.
It should be noted that the above-mentioned computer instructions may be stored in whole or in part on the first computer readable storage medium. The first computer readable storage medium may be packaged together with the processor of the network construction assessment device, or may be packaged separately from the processor of the network construction assessment device, which is not limited in this application.
The description of the second, third, fourth and fifth aspects of the present invention may refer to the detailed description of the first aspect; further, the advantageous effects described in the second aspect, the third aspect, the fourth aspect, and the fifth aspect may refer to the advantageous effect analysis of the first aspect, and are not described herein.
In the present application, the names of the above-mentioned network construction evaluation apparatuses do not constitute limitations on the devices or function modules themselves, and in actual implementations, these devices or function modules may appear under other names. Insofar as the function of each device or function module is similar to that of the present invention, it falls within the scope of the claims of the present invention and the equivalents thereof.
These and other aspects of the invention will be more readily apparent from the following description.
Drawings
Fig. 1 is a schematic structural diagram of a communication system according to an embodiment of the present application;
fig. 2 is a schematic hardware structure diagram of a network construction evaluation device according to an embodiment of the present application;
fig. 3 is a schematic hardware structure of another network construction evaluation device according to an embodiment of the present application;
fig. 4 is a flow chart of a network construction evaluation method provided in an embodiment of the present application;
fig. 5 is a flow chart of another network construction evaluation method according to an embodiment of the present application;
fig. 6 is a flow chart of another network construction evaluation method according to an embodiment of the present application;
fig. 7 is a schematic structural diagram of still another network construction evaluation method according to an embodiment of the present application;
fig. 8 is a schematic structural diagram of a network construction evaluation device according to an embodiment of the present application.
Detailed Description
The following description of the technical solutions in the embodiments of the present application will be made clearly and completely with reference to the drawings in the embodiments of the present application, and it is apparent that the described embodiments are only some embodiments of the present invention, not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
It should be noted that, in the embodiments of the present application, words such as "exemplary" or "such as" are used to mean serving as an example, instance, or illustration. Any embodiment or design described herein as "exemplary" or "for example" should not be construed as preferred or advantageous over other embodiments or designs. Rather, the use of words such as "exemplary" or "such as" is intended to present related concepts in a concrete fashion.
In order to clearly describe the technical solutions of the embodiments of the present application, in the embodiments of the present application, the terms "first", "second", and the like are used to distinguish the same item or similar items having substantially the same function and effect, and those skilled in the art will understand that the terms "first", "second", and the like are not limited in number and execution order.
As described in the background art, there is a need for a reasonable and effective network construction evaluation method for evaluating the construction benefits of residential communities, so that operators can selectively perform network construction to increase the investment value.
In view of the above problems, the embodiment of the present application provides a network construction evaluation method, where the network construction evaluation device may first determine a target terminal corresponding to a resident user in a target cell, then determine a network construction value of the target cell according to package information of the target terminal in a preset time period and a weak coverage duty ratio and a backflow ratio of the target cell, and determine a network construction policy of the target cell according to the network construction value, thereby solving a technical problem that no reasonable and effective network construction evaluation method exists at present for evaluating construction benefits of residential cells, and improving efficiency of network construction evaluation.
The network construction evaluation method provided in the embodiment of the present application is applicable to the communication system 10. Fig. 1 shows one configuration of the communication system 10. As shown in fig. 1, the communication system 10 includes: a radio access network device 11 and a plurality of terminals 12.
Wherein, a plurality of terminals 12 are located in a target cell 17 covered by the radio access network device 11, and the radio access network device 11 is in communication connection with the plurality of terminals 12 through a communication frequency band.
In practical applications, the radio access network device 11 may connect a plurality of terminals.
The radio Access network device 11 in this embodiment of the present application may be a radio Access Point (AP), an evolved node b (evolved Node Base Station, abbreviated as eNB), or a base station in a network representing a fifth generation communication technology (the 5Generation Mobile Communication Technology,5G), which is not specifically limited in this embodiment of the present application.
Alternatively, the terminal 12 in FIG. 1 may be a device that provides voice and/or data connectivity to a user, a handheld device with wireless connectivity, or other processing device connected to a wireless modem. The wireless terminal may communicate with one or more core networks via a radio access network (radio access network, RAN). The wireless terminals may be mobile terminals such as mobile telephones (or "cellular" telephones) and computers with mobile terminals, as well as portable, pocket, hand-held, computer-built-in or car-mounted mobile devices which exchange voice and/or data with radio access networks, e.g. cell phones, tablet computers, notebook computers, netbooks, personal digital assistants (personal digital assistant, PDA).
The radio access network device 11 and the plurality of terminals 12 in fig. 1 include elements included in the network construction evaluation apparatus shown in fig. 2. The hardware configuration of the radio access network device 11 and the plurality of terminals 12 in fig. 1 will be described below taking the network construction evaluation apparatus shown in fig. 2 as an example.
Fig. 2 is a schematic hardware structure of a network construction evaluation device according to an embodiment of the present application. As shown in fig. 2, the network construction evaluation apparatus includes a processor 21, a memory 22, a communication interface 23, and a bus 24. The processor 21, the memory 22 and the communication interface 23 may be connected by a bus 24.
The processor 21 is a control center of the network construction evaluation apparatus, and may be one processor or a collective term of a plurality of processing elements. For example, the processor 21 may be a general-purpose central processing unit (central processing unit, CPU), or may be another general-purpose processor. Wherein the general purpose processor may be a microprocessor or any conventional processor or the like.
As one example, processor 21 may include one or more CPUs, such as CPU 0 and CPU 1 shown in fig. 2.
In a possible implementation, the memory 22 may exist separately from the processor 21, and the memory 22 may be connected to the processor 21 by a bus 24 for storing instructions or program code. The processor 21, when calling and executing instructions or program code stored in the memory 22, is capable of implementing the network construction assessment method provided by the embodiment of the present invention.
In another possible implementation, the memory 22 may also be integrated with the processor 21.
A communication interface 23 for connection with other devices via a communication network. The communication network may be an ethernet, a radio access network, a wireless local area network (wireless local area networks, WLAN), etc. The communication interface 23 may include a receiving unit for receiving data, and a transmitting unit for transmitting data.
It should be noted that the structure shown in fig. 2 does not constitute a limitation of the network construction evaluation apparatus. In addition to the components shown in fig. 2, the network construction assessment device may include more or less components than shown, or certain components may be combined, or a different arrangement of components.
Fig. 3 shows another hardware structure of the network construction evaluation apparatus in the embodiment of the present application. As shown in fig. 3, the network construction assessment device may include a processor 31 and a communication interface 32. The processor 31 is coupled to a communication interface 32.
The function of the processor 31 may be as described above with reference to the processor 21. The processor 31 also has a memory function, and the function of the memory 22 can be referred to.
The communication interface 32 is used to provide data to the processor 31. The communication interface 32 may be an internal interface of the network construction assessment device or an external interface (corresponding to the communication interface 23) of the network construction assessment device.
It should be noted that the structure shown in fig. 2 (or fig. 3) does not constitute a limitation of the network construction evaluation apparatus, and the network construction evaluation apparatus may include more or less components than those shown in fig. 2 (or fig. 3), or may combine some components, or may be arranged in different components.
The following describes in detail the network construction evaluation method provided in the embodiment of the present application, with reference to the communication system shown in fig. 1 and the network construction evaluation device shown in fig. 2 (or fig. 3).
Fig. 4 is a flow chart of a network construction evaluation method according to an embodiment of the present application. As shown in fig. 4, the network construction evaluation method includes the following S401 to S405.
S401, the network construction evaluation device determines a target terminal in a target cell.
The target terminal is used for representing a terminal corresponding to a resident user in the target cell.
Specifically, when network construction evaluation is performed on a target cell, locking resident users in the target cell is the basis for solving the evaluation of the network value of the target cell.
Because the target cell inevitably has certain personnel mobility, so that great interference is caused to resident users in the focused target cell, the network construction evaluation device can geographically divide the target cell according to the type and the application of a building, and cut the target cell into a plurality of small areas (palace grids) to manufacture Gong Getu.
The network construction evaluation device can also manufacture a cell Thiessen diagram and project the coverage of the target cell onto a map while manufacturing a grid diagram, and simultaneously superimpose Gong Getu and the cell Thiessen diagram to establish the corresponding relation between the target cell and the grid diagram, so that the geographic representation of the target cell is realized, and the target cell is further converted into a geographic region.
Then, the network construction evaluation device obtains how many times of business are generated at the terminals corresponding to the users in the target cell through big data statistical analysis; and meanwhile, the service track of the terminal corresponding to each user can be obtained, namely, which service occurs in which area in each time period. And further, carrying out differentiated clustering on the service occurrence time period, the service occurrence area and the service occurrence days, finding out the association relation, finally locking the resident user, and determining the target terminal.
S402, the network construction evaluation device acquires package information of the target terminal in a preset time period.
After determining the target terminal, the network construction evaluation device may further acquire package information of the target terminal in a preset time period.
Alternatively, the network construction evaluation device may acquire package information of the target terminal in a preset period from the operator server.
Optionally, the package information of the terminal is generally in month unit, and when the network construction evaluation device obtains the package information of the target terminal in the preset time period, the package information of the target terminal in month can be obtained.
S403, the network construction evaluation device acquires the weak coverage duty ratio and the backflow ratio of the target cell.
Alternatively, the network construction evaluation means may acquire the weak coverage ratio and the reverse flow ratio of the target cell from the radio access network device. The weak coverage ratio and the backflow ratio of the target cell are used for sensing the user experience of the user, so that the network construction evaluation device can refer to the weak coverage ratio and the backflow ratio of the target cell in determining the network construction value of the target cell, and the accuracy of determining the network construction strategy of the target cell is improved.
Optionally, the network construction assessment device may perform S401-S402 first and then S403; s403 may be performed first, and S401 to S402 may be performed later; s401 to S402 and S403 may also be performed simultaneously, which is not limited in this application.
S404, the network construction evaluation device determines the network construction value of the target cell according to the package information, the weak coverage ratio and the backflow ratio of the target terminal in a preset time period.
Specifically, after acquiring package information of the target terminal in a preset time period, a weak coverage ratio and a backflow ratio of the target cell, the network construction evaluation device determines a network construction value of the target cell according to the package information of the target terminal in the preset time period, the weak coverage ratio and the backflow ratio.
Optionally, the target cell includes an occupancy saturated cell and an occupancy unsaturated cell.
The unsaturated cell with the check-in rate is a cell with the check-in rate not reaching the normal level in a building, a house crossing or a check-in for less than 3 years.
When the target cell is an occupancy rate saturated cell, the network construction evaluation device determines that the network construction value of the target cell meets the following formula according to package information, weak coverage duty ratio and backflow ratio of the target terminal in a preset time period:
network construction value = resident user annual average total income × coverage construction contribution;
resident user annual total income = Σtargetterminal package information 12;
overlay construction contribution = (weak overlay ratio + reverse flow ratio) adjustment coefficient.
Wherein the adjustment coefficient is a user-defined coefficient.
When the target cell is an unsaturated cell with the occupancy rate, the network construction evaluation device determines that the network construction value of the target cell meets the following formula according to package information, weak coverage duty ratio and backflow ratio of the target terminal in a preset time period:
network construction value = resident user annual average total income × coverage construction contribution;
average annual income of resident users = average resident number of target cell estimated resident total number of three years estimated occupancy mean value of communication market occupancy in the area 12 of average resident personal package.
Overlay construction contribution = (weak overlay ratio + reverse flow ratio) adjustment coefficient.
Wherein the adjustment coefficient is a user-defined coefficient; the average value of the estimated total number of households in the target cell and the estimated three-year survival rate can be known through the property of the cell, and the estimated total number of households in the target cell is approximately equal to 2.5; the user people average package information is defined as resident user people average package information of the same type of target cell in the area of the target cell.
S405, the network construction evaluation device determines a network construction strategy of the target cell according to the network construction value.
After determining the network construction value, the network construction evaluation device determines a network construction strategy of the target cell according to the network construction value.
Optionally, the annual average construction maintenance cost of the target cell = construction cost/3+ annual average maintenance cost of the target cell.
Wherein the construction investment recovery period is three years.
Whether the target cell has a network value depends on whether the annual average construction maintenance cost of the target cell is less than the network value of the target cell.
And when the difference between the value of the target cell and the annual construction maintenance cost of the target cell is greater than zero, carrying out network construction of the target cell.
The embodiment of the application provides a network construction evaluation method, which comprises the following steps: determining a target terminal in a target cell; the target terminal is used for representing the terminal corresponding to the resident user in the target cell; acquiring package information of a target terminal in a preset time period; acquiring the weak coverage duty ratio and the backflow ratio of a target cell; determining the network construction value of the target cell according to package information, weak coverage duty ratio and backflow ratio of the target terminal in a preset time period; and determining the network construction strategy of the target cell according to the network construction value.
From the above, the network construction evaluation device can determine the target terminal corresponding to the resident user in the target cell, then determine the network construction value of the target cell according to the package information of the target terminal in the preset time period and the weak coverage duty ratio and the backflow ratio of the target cell, and determine the network construction strategy of the target cell according to the network construction value, thereby solving the technical problem that no reasonable and effective network construction evaluation method is available at present for evaluating the construction benefit of the residential cell and improving the efficiency of network construction evaluation.
Alternatively, as shown in fig. 5 in conjunction with fig. 4, S401 may be specifically replaced by S501-S505.
S501, the network construction evaluation device acquires all terminals generating services in the target cell.
Specifically, when determining the target terminal, the network construction evaluation device firstly locks the terminals corresponding to all the users having the business in the target cell according to the user detail data and the association table of the target cell and the grid.
S502, the network construction evaluation device acquires a first terminal group in which a service occurs in a preset time period from all terminals.
Specifically, after acquiring all terminals that generate a service in a target cell, the network construction evaluation device acquires, from all terminals, a first terminal group in which the service occurs in a preset time period.
Illustratively, the network construction evaluation apparatus focuses on the terminal corresponding to the user who has performed the service in the target cell for the night period (20 points-6 points) from among all the terminals.
S503, the network construction evaluation device selects a second terminal group with the service occurrence time longer than the preset time from the first terminal groups.
Specifically, when a first terminal group in which a service occurs in a preset time period is acquired, the network construction evaluation device selects a second terminal group in which the service occurs in a time period longer than a preset time period from the first terminal groups.
The network construction evaluation device focuses on terminal groups with residence days of 1-31 days at night respectively, and establishes a relation between residence days of the user terminal and the residence user terminal number.
The residence days of the user terminal are defined as the total days of the business occurring in the target cell in the current month night time period (20-6 points) of the user terminal. The number of resident user terminals with the resident days of X is defined as the number of user terminals with the resident days of X or more.
S504, the network construction evaluation device removes terminals with the fluctuation of the service duration meeting the preset condition from the second terminal group to obtain a third terminal group.
Specifically, after selecting a second terminal group with service time longer than a preset time from the first terminal group, the network construction evaluation device removes terminals with service time fluctuation meeting preset conditions from the second terminal group to obtain a third terminal group.
Exemplary, the network construction assessment device eliminates terminal groups with large volatility. The terminal group with larger fluctuation is as follows: the current day resident user terminal accounts for a group of user terminals with a larger than current month average value.
Wherein the residing user terminal with residing days X occupies the residing user terminal with residing days X and the residing user terminal number/residing days is more than or equal to 1.
S505, the network construction evaluation device multiplies the number of the third terminal groups by a first preset coefficient to obtain a fourth terminal group, and determines each terminal in the fourth terminal group as a target terminal.
And removing terminals with the fluctuation of the service duration meeting the preset condition from the second terminal group to obtain a third terminal group, multiplying the number of the third terminal group by a first preset coefficient by the network construction evaluation device to obtain a fourth terminal group, and determining each terminal in the fourth terminal group as a target terminal.
The network construction evaluation device eliminates the terminal group with larger volatility, takes the rest user terminals as an overall target, focuses the current group with the accumulated user terminal accounting for 80% of the rest user terminals, and takes the part of the user terminals as resident user terminals in the target cell.
Wherein, the cumulative user terminal duty ratio of the residence number X is defined as the number of user terminals with residence number X or more/the total number of remaining target user terminals.
Alternatively, as shown in fig. 6 in conjunction with fig. 5, S404 may be specifically replaced by S601-S603.
S601, the network construction evaluation device determines the sum of package information of each target terminal in the target cell in a preset time period as the communication income of the target cell in the preset time period.
S602, the network construction evaluation device determines the product of the sum of the weak coverage ratio and the backflow ratio and the second preset coefficient as the network construction contribution degree of the target cell.
And S603, the network construction evaluation device determines the product of the communication income and the network construction contribution degree of the target cell in a preset time period as the network construction value of the target cell.
Alternatively, as shown in fig. 7 in conjunction with fig. 6, S405 may be specifically replaced by S701-S702.
And S701, if the network construction value meets the preset condition, the network construction evaluation device executes network construction on the target cell.
The preset condition is whether the difference between the network construction value of the target cell and the annual average construction maintenance cost of the target cell is greater than zero.
S702, if the network construction value does not meet the preset condition, the network construction evaluation device does not execute network construction on the target cell.
The foregoing description of the solution provided in the embodiments of the present application has been mainly presented in terms of a method. To achieve the above functions, it includes corresponding hardware structures and/or software modules that perform the respective functions. Those of skill in the art will readily appreciate that the elements and algorithm steps of the examples described in connection with the embodiments disclosed herein may be implemented as hardware or combinations of hardware and computer software. Whether a function is implemented as hardware or computer software driven hardware depends upon the particular application and design constraints imposed on the solution. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present invention.
The embodiment of the application may divide the functional modules of the network construction evaluation device according to the above method example, for example, each functional module may be divided corresponding to each function, or two or more functions may be integrated into one processing module. The integrated modules may be implemented in hardware or in software functional modules. Optionally, the division of the modules in the embodiments of the present application is schematic, which is merely a logic function division, and other division manners may be actually implemented.
Fig. 8 is a schematic structural diagram of a network construction evaluation device 80 according to an embodiment of the present application. The network construction evaluation device 80 is used for solving the technical problem that no reasonable and effective network construction evaluation method exists at present, and is used for evaluating the construction benefits of residential communities, for example, for executing the network construction evaluation method shown in fig. 4, 5, 6 or 7. The network construction evaluation device 80 includes: a determination unit 801 and an acquisition unit 802;
a determining unit 801, configured to determine a target terminal in a target cell; the target terminal is used for representing the terminal corresponding to the resident user in the target cell;
an obtaining unit 802, configured to obtain package information of a target terminal in a preset time period;
an obtaining unit 802, configured to obtain a weak coverage duty ratio and a reverse flow ratio of the target cell;
the determining unit 801 is further configured to determine a network construction value of the target cell according to package information, a weak coverage ratio and a reverse flow ratio of the target terminal in a preset time period;
the determining unit 801 is further configured to determine a network construction policy of the target cell according to the network construction value.
Optionally, the determining unit 801 is specifically configured to:
acquiring all terminals generating services in a target cell;
acquiring a first terminal group in which a service occurs in a preset time period from all terminals;
selecting a second terminal group with service occurrence time longer than a preset time from the first terminal group;
removing terminals with the fluctuation of the service time length meeting preset conditions from the second terminal group to obtain a third terminal group;
multiplying the number of the third terminal groups by a first preset coefficient to obtain a fourth terminal group, and determining each terminal in the fourth terminal group as a target terminal.
Optionally, the determining unit 801 is specifically configured to:
determining the sum of package information of each target terminal in the target cell in a preset time period as the communication income of the target cell in the preset time period;
determining the product of the sum of the weak coverage ratio and the backflow ratio and a second preset coefficient as the network construction contribution degree of the target cell;
and determining the product of the communication income of the target cell in the preset time period and the network construction contribution degree as the network construction value of the target cell.
Optionally, the determining unit 801 is specifically configured to:
if the network construction value meets the preset condition, executing network construction on the target cell;
if the network construction value does not meet the preset condition, the network construction is not executed on the target cell.
Embodiments of the present application also provide a computer-readable storage medium including computer-executable instructions. When the computer-executable instructions are executed on the computer, the computer is caused to perform the steps performed by the network construction assessment apparatus in the network construction assessment method provided in the above embodiment.
The embodiment of the present application further provides a computer program product, which can be directly loaded into a memory and contains software codes, and the computer program product can implement each step executed by the network construction evaluation device in the network construction evaluation method provided in the above embodiment after being loaded and executed by a computer.
In the above embodiments, it may be implemented in whole or in part by software, hardware, firmware, or any combination thereof. When implemented using a software program, it may be implemented in whole or in part in the form of a computer program product. The computer program product includes one or more computer instructions. When the computer-executable instructions are loaded and executed on a computer, the processes or functions in accordance with embodiments of the present application are fully or partially produced. The computer may be a general purpose computer, a special purpose computer, a computer network, or other programmable apparatus. The computer instructions may be stored in or transmitted from one computer-readable storage medium to another, for example, a website, computer, server, or data center via a wired (e.g., coaxial cable, fiber optic, digital subscriber line (digital subscriber line, DSL)) or wireless (e.g., infrared, wireless, microwave, etc.) means. Computer readable storage media can be any available media that can be accessed by a computer or data storage devices including one or more servers, data centers, etc. that can be integrated with the media. The usable medium may be a magnetic medium (e.g., a floppy disk, a hard disk, a magnetic tape), an optical medium (e.g., a DVD), or a semiconductor medium (e.g., a Solid State Disk (SSD)), or the like.
From the foregoing description of the embodiments, it will be apparent to those skilled in the art that, for convenience and brevity of description, only the above-described division of functional modules is illustrated, and in practical application, the above-described functional allocation may be implemented by different functional modules according to needs, i.e. the internal structure of the apparatus is divided into different functional modules to implement all or part of the functions described above.
In the several embodiments provided by the present invention, it should be understood that the disclosed apparatus and method may be implemented in other manners. For example, the above-described embodiments of the apparatus are merely illustrative, and the division of modules or units, for example, is merely a logical function division, and other manners of division are possible when actually implemented. For example, multiple units or components may be combined or may be integrated into another device, or some features may be omitted, or not performed. Alternatively, the coupling or direct coupling or communication connection shown or discussed with each other may be an indirect coupling or communication connection via some interfaces, devices or units, which may be in electrical, mechanical or other form. The units described as separate parts may or may not be physically separate, and the parts shown as units may be one physical unit or a plurality of physical units, may be located in one place, or may be distributed in a plurality of different places. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.
In addition, each functional unit in the embodiments of the present invention may be integrated in one processing unit, or each unit may exist alone physically, or two or more units may be integrated in one unit. The integrated units may be implemented in hardware or in software functional units. The integrated units may be stored in a readable storage medium if implemented in the form of software functional units and sold or used as stand-alone products. Based on such understanding, the technical solution of the embodiments of the present application may be essentially or a part contributing to the prior art or all or part of the technical solution may be embodied in the form of a software product stored in a storage medium, including several instructions for causing a device (may be a single-chip microcomputer, a chip or the like) or a processor (processor) to perform all or part of the steps of the method described in the embodiments of the present invention. And the aforementioned storage medium includes: a usb disk, a removable hard disk, a ROM, a RAM, a magnetic disk, or an optical disk, etc.
The foregoing is merely illustrative of the present invention, and the present invention is not limited thereto, and any changes or substitutions easily contemplated by those skilled in the art within the scope of the present invention should be included in the present invention. Therefore, the protection scope of the invention is subject to the protection scope of the claims.
Claims (8)
1. A network construction assessment method, comprising:
determining a target terminal in a target cell; the target terminal is used for representing a terminal corresponding to a resident user in the target cell; the determining the target terminal in the target cell comprises the following steps: according to the building type and the application in the target cell, carrying out geographic subdivision on the target cell to obtain Gong Getu; the plurality of grid patterns comprise a plurality of grids which are in one-to-one correspondence with the plurality of small areas; constructing a cell Thiessen diagram of the target cell, and projecting the coverage area of the target cell onto a map; superposing the Gong Getu and the cell Thiessen diagram to obtain a corresponding relationship between the target cell and the plurality of grid cells; determining service information and service track of the user terminal in the target cell according to the corresponding relation; the service information comprises a service occurrence time period and service occurrence days; the service track comprises a service occurrence area; performing differentiated clustering according to the service information and the service track to determine the target terminal;
acquiring package information of the target terminal in a preset time period;
acquiring the weak coverage duty ratio and the backflow ratio of the target cell;
determining the network construction value of the target cell according to package information, the weak coverage ratio and the backflow ratio of the target terminal in the preset time period; the target cell comprises an occupancy rate saturated cell and an occupancy rate unsaturated cell;
when the target cell is the occupancy rate saturated cell, the package information, the weak coverage ratio, the backflow ratio and the network construction value of the target cell in the preset time period of the target terminal meet the following formulas:
network construction value = resident user annual average total income × coverage construction contribution;
resident user annual total income = Σtargetterminal package information 12;
overlay construction contribution= (weak overlay ratio + reverse flow ratio) adjustment coefficient;
when the target cell is the occupancy rate unsaturated cell, the package information, the weak coverage ratio, the backflow ratio and the network construction value of the target cell in the preset time period of the target terminal meet the following formulas:
network construction value = resident user annual average total income × coverage construction contribution;
average annual income of resident users = average resident number of target cell estimated resident total number of three years estimated occupancy mean value of communication market occupancy in the area 12;
overlay construction contribution= (weak overlay ratio + reverse flow ratio) adjustment coefficient;
and determining the network construction strategy of the target cell according to the network construction value.
2. The network construction evaluation method according to claim 1, wherein the determining the target terminal in the target cell includes:
acquiring all terminals generating services in the target cell;
acquiring a first terminal group in which the service occurs in a preset time period from all the terminals;
selecting a second terminal group with service occurrence time longer than a preset time from the first terminal group;
removing terminals with the fluctuation of the service duration meeting a preset condition from the second terminal group to obtain a third terminal group;
and multiplying the number of the third terminal groups by a first preset coefficient to obtain a fourth terminal group, and determining each terminal in the fourth terminal group as the target terminal.
3. The network construction assessment method according to claim 1, wherein the determining the network construction policy of the target cell according to the network construction value includes:
if the network construction value meets a preset condition, executing network construction on the target cell;
and if the network construction value does not meet the preset condition, not executing network construction on the target cell.
4. A network construction evaluation apparatus, comprising: a determination unit and an acquisition unit;
the determining unit is used for determining a target terminal in a target cell; the target terminal is used for representing a terminal corresponding to a resident user in the target cell; the determining the target terminal in the target cell comprises the following steps: according to the building type and the application in the target cell, carrying out geographic subdivision on the target cell to obtain Gong Getu; the plurality of grid patterns comprise a plurality of grids which are in one-to-one correspondence with the plurality of small areas; constructing a cell Thiessen diagram of the target cell, and projecting the coverage area of the target cell onto a map; superposing the Gong Getu and the cell Thiessen diagram to obtain a corresponding relationship between the target cell and the plurality of grid cells; determining service information and service track of the user terminal in the target cell according to the corresponding relation; the service information comprises a service occurrence time period and service occurrence days; the service track comprises a service occurrence area; performing differentiated clustering according to the service information and the service track to determine the target terminal;
the acquisition unit is used for acquiring package information of the target terminal in a preset time period;
the acquisition unit is further used for acquiring the weak coverage duty ratio and the backflow ratio of the target cell;
the determining unit is further configured to determine a network construction value of the target cell according to package information of the target terminal in the preset time period, the weak coverage duty ratio and the backflow ratio; the target cell comprises an occupancy rate saturated cell and an occupancy rate unsaturated cell;
when the target cell is the occupancy rate saturated cell, the package information, the weak coverage ratio, the backflow ratio and the network construction value of the target cell in the preset time period of the target terminal meet the following formulas:
network construction value = resident user annual average total income × coverage construction contribution;
resident user annual total income = Σtargetterminal package information 12;
overlay construction contribution= (weak overlay ratio + reverse flow ratio) adjustment coefficient;
when the target cell is the occupancy rate unsaturated cell, the package information, the weak coverage ratio, the backflow ratio and the network construction value of the target cell in the preset time period of the target terminal meet the following formulas:
network construction value = resident user annual average total income × coverage construction contribution;
average annual income of resident users = average resident number of target cell estimated resident total number of three years estimated occupancy mean value of communication market occupancy in the area 12;
overlay construction contribution= (weak overlay ratio + reverse flow ratio) adjustment coefficient;
the determining unit is further configured to determine a network construction policy of the target cell according to the network construction value.
5. The network construction assessment device according to claim 4, wherein the determining unit is specifically configured to:
acquiring all terminals generating services in the target cell;
acquiring a first terminal group in which the service occurs in a preset time period from all the terminals;
selecting a second terminal group with service occurrence time longer than a preset time from the first terminal group;
removing terminals with the fluctuation of the service duration meeting a preset condition from the second terminal group to obtain a third terminal group;
and multiplying the number of the third terminal groups by a first preset coefficient to obtain a fourth terminal group, and determining each terminal in the fourth terminal group as the target terminal.
6. The network construction assessment device according to claim 4, wherein the determining unit is specifically configured to:
if the network construction value meets a preset condition, executing network construction on the target cell;
and if the network construction value does not meet the preset condition, not executing network construction on the target cell.
7. A network construction assessment device, comprising a memory and a processor; the memory is used for storing computer execution instructions, and the processor is connected with the memory through a bus;
when the network construction assessment device is operated, the processor executes the computer-executable instructions stored in the memory to cause the network construction assessment device to perform the network construction assessment method according to any one of claims 1-3.
8. A computer readable storage medium comprising computer executable instructions which, when run on a computer, cause the computer to perform the network construction assessment method according to any one of claims 1-3.
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