CN110858984B - Method and device for determining target user - Google Patents
Method and device for determining target user Download PDFInfo
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- CN110858984B CN110858984B CN201810963327.7A CN201810963327A CN110858984B CN 110858984 B CN110858984 B CN 110858984B CN 201810963327 A CN201810963327 A CN 201810963327A CN 110858984 B CN110858984 B CN 110858984B
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Abstract
The application discloses a method and a device for determining a target user, which belong to the technical field of communication, and the method comprises the following steps: acquiring an MR reported by wireless CPEs in a specified area within a set time period, analyzing the MR to obtain information of a cell providing communication service for each wireless CPE and information of a neighboring cell of the cell, wherein the information of any cell at least comprises identification information and level value information of the cell, searching a base station work parameter table corresponding to the specified area for each wireless CPE to determine whether the cell providing communication service for the wireless CPE is a room-divided cell or a macro cell, and when the cell is the room-divided cell, determining that the wireless CPE is the room-divided CPE; when the cell is a macro cell, if the average number of neighbor cells of the macro cell reported by the wireless CPE is less than the preset number, or the level difference between the macro cell and any one of the indoor sub-neighbor cells is less than the preset level value, the wireless CPE is determined to be an indoor CPE, and finally, the indoor CPE user is determined to be a target user.
Description
Technical Field
The present application relates to the field of communications technologies, and in particular, to a method and an apparatus for determining a target user.
Background
A wireless Customer Premises Equipment (CPE) can receive a wireless signal from a wireless router, an Access Point (AP), a wireless base station, and the like, and is a novel wireless terminal Access device, and the wireless CPE can save the cost of laying a line network, and thus, is widely applied to places such as rural areas, towns, hospitals, hotels, factories, and cells.
Compared with a wired broadband, the wireless CPE still has the disadvantages of high time delay and low download rate, so that the load of the wireless CPE is heavier and the internet speed of CPE users is slowed down in places with concentrated CPE users, the user experience is difficult to guarantee, and the internet problems of the CPE users are solved.
Disclosure of Invention
The embodiment of the application provides a method and a device for determining a target user, which are used for providing a scheme for searching a CPE user with conversion value.
In a first aspect, a method for determining a target user provided in an embodiment of the present application includes:
acquiring a measurement report MR reported by a wireless customer equipment terminal CPE in a specified area within a set time period;
analyzing the MR to obtain information of a cell providing communication service for each wireless CPE and neighbor cell information of the cell, wherein the information of any cell in the cell and the neighbor cells of the cell at least comprises identification information and level value information of the cell;
aiming at each wireless CPE, searching a base station work parameter table corresponding to the specified area according to the identification information of a cell providing communication service for the wireless CPE to determine whether the cell is a room-divided cell or a macro cell;
when the cell is determined to be the indoor sub-cell, determining the wireless CPE to be the indoor CPE; when the cell is determined to be a macro cell, if the average number of the neighbor cells of the macro cell reported by the wireless CPE is less than a preset number, or the level difference between the macro cell and any indoor sub-neighbor cell is less than a preset level value, the wireless CPE is determined to be an indoor CPE;
and determining the indoor CPE user as a target user.
In the embodiment of the application, the MR reported by the wireless CPE in the specified area within the set time period is acquired, the MR is analyzed to obtain the information of the cell providing communication service for each wireless CPE and the adjacent cell information of the cell, whether the wireless CPE is the indoor CPE is determined according to the information of the cell providing communication service for each wireless CPE and the adjacent cell information of the cell, and the indoor CPE is determined as the target user.
In a specific implementation, in addition to considering information of a cell providing communication service for each wireless CPE and information of neighboring cells of the cell, it may further consider whether a change in location of the wireless CPE matches a movement characteristic of an indoor CPE, and therefore, in a possible implementation, if the MR is analyzed to obtain location information of each wireless CPE, after determining that an average number of neighboring cells of the macro cell reported by the wireless CPE is not less than a preset number and a level difference between the macro cell and any indoor sub-neighboring cell is not less than a preset level value, for each wireless CPE whose communication service cell is a macro cell, the method further includes:
determining the MR reported by the wireless CPE in any sub-time period divided from the set time period;
combining the positions analyzed from the MR in pairs, and calculating the distance between the two positions in each combination;
and if the distances are smaller than the preset distance and the standard deviation of the distances is smaller than the preset standard deviation, determining that the wireless CPE is the indoor CPE.
By adopting the mode, the moving characteristics of the indoor CPE are additionally considered, so that more target users can be excavated.
In a specific implementation, the switching value of the target user may be further determined by taking into account a home broadband service opening condition of a residential cell where the indoor CPE is located, and therefore, in a possible implementation, before determining that the indoor CPE user is the target user, the method further includes:
for each indoor CPE, judging whether the indoor CPE is positioned in any residential cell with the opened home broadband service according to the position of the indoor CPE and the stored position range information of the residential cell with the opened home broadband service; and
determining an indoor CPE user as a target user, comprising:
and determining indoor CPE users positioned in the residential cells with the opened home broadband service as target users.
Therefore, the found target user can also accord with the family broadband service handling condition on hardware, and the mode of finding the target user is more accurate.
In a possible implementation manner, the determining whether the indoor CPE is located in any residential cell with the home broadband service being opened according to the location of the indoor CPE and the stored location range information of the residential cells with the home broadband service being opened includes:
determining a residential cell which is within a preset distance range from the indoor CPE and has opened the home broadband service;
for each determined residential cell, determining the probability that the indoor CPE falls into the residential cell according to the position range of the residential cell and the positions of the indoor CPE;
and if the probability that the indoor CPE falls into the residential cell is determined to be greater than the preset probability, determining that the indoor CPE is located in the residential cell.
For some indoor CPEs, although it does not fall into any nearby residential cell where home broadband service is opened, it may be near the periphery of a certain cell, which may also be considered as having conversion value, and therefore, in a possible implementation, if it is determined that the probability that the indoor CPE falls into the residential cell is not greater than the preset probability, the method further includes:
calculating a shortest distance between each position of the indoor CPE, which does not fall within the residential cell, and a boundary of the residential cell;
and if the proportion smaller than the preset distance in the shortest distance is larger than the preset proportion, determining that the indoor CPE is located in the residential community.
In implementation, after the target users are determined, the home broadband service can be promoted to the target users by using various marketing means, wherein one of the marketing means can be used for pushing the home broadband service to the target users.
In a second aspect, an apparatus for determining a target user provided by an embodiment of the present application includes:
the acquisition module is used for acquiring a measurement report MR reported by a wireless customer equipment terminal CPE in a specified area within a set time period;
the analysis module is used for analyzing the MR to obtain information of a cell providing communication service for each wireless CPE and information of a neighboring cell of the cell, wherein the information of any one of the cell and the neighboring cell of the cell at least comprises identification information and level value information of the cell;
an indoor CPE determining module, configured to search a base station parameter table corresponding to the specified area according to identification information of a cell providing communication service for each wireless CPE, to determine whether the cell is a cell partitioned from a room or a macro cell, and when the cell is determined to be the cell partitioned from the room, determine that the wireless CPE is the indoor CPE; when the cell is determined to be a macro cell, if the average number of the neighbor cells of the macro cell reported by the wireless CPE is less than a preset number, or the level difference between the macro cell and any indoor sub-neighbor cell is less than a preset level value, determining the wireless CPE to be an indoor CPE;
and the target user determining module is used for determining the indoor CPE user as the target user.
In a possible embodiment, if the MR is analyzed to obtain the location information of each wireless CPE, the indoor CPE determining module is further configured to,
for each wireless CPE which uses a communication service cell as a macro cell, after determining that the average number of the neighbor cells of the macro cell reported by the wireless CPE is not less than a preset number and the level difference between the macro cell and any indoor sub-neighbor cell is not less than a preset level value:
determining the MR reported by the wireless CPE in any sub-time period divided from the set time period, combining the positions analyzed from the MR in pairs, and calculating the distance between the two positions in each combination, wherein the reporting interval between any two MRs is less than the preset time length;
and if the requirements that all the distances are smaller than the preset distance and the standard deviation of all the distances is smaller than the preset standard deviation are met, determining that the wireless CPE is the indoor CPE.
In one possible implementation, the method further includes: a judgment module for judging whether the received signal is correct,
the judging module is used for judging whether the indoor CPE is positioned in any residential cell which opens the household broadband service or not according to the position of the indoor CPE and the stored position range information of the residential cell which opens the household broadband service aiming at each indoor CPE before the indoor CPE is determined as the target user; and
the target user determining module is specifically configured to determine that an indoor CPE user located in a residential cell with an opened home broadband service is a target user.
In a possible implementation manner, the determining module is specifically configured to,
determining a residential cell which is within a preset distance range from the indoor CPE and has opened the home broadband service;
for each determined residential cell, determining the probability that the indoor CPE falls into the residential cell according to the position range of the residential cell and the positions of the indoor CPE;
and if the probability that the indoor CPE falls into the residential cell is determined to be greater than the preset probability, determining that the indoor CPE is located in the residential cell.
In a possible implementation manner, the determining module is further configured to,
if the probability that the indoor CPE falls into the residential area is determined to be not greater than the preset probability, calculating the shortest distance between each position of the indoor CPE which does not fall into the residential area and the boundary of the residential area;
and if the proportion smaller than the preset distance in the shortest distance is larger than the preset proportion, determining that the indoor CPE is located in the residential community.
Under one possible implementation, the method further includes: a sending module for sending the data to the receiving module,
and the sending module is used for pushing the home broadband service to the target user after the indoor CPE user is determined to be the target user.
In a third aspect, an electronic device provided in an embodiment of the present application includes: at least one processor, and a memory communicatively coupled to the at least one processor, wherein:
the memory stores instructions executable by the at least one processor to cause the at least one processor to perform the method of identifying a target user.
In a fourth aspect, an embodiment of the present application provides a computer-readable medium storing computer-executable instructions for performing the method for determining a target user.
In addition, for technical effects brought by any one of the design manners in the second aspect to the fourth aspect, reference may be made to technical effects brought by different implementation manners in the first aspect, and details are not described here.
These and other aspects of the present application will be more readily apparent from the following description of the embodiments.
Drawings
The accompanying drawings, which are included to provide a further understanding of the application and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the application and together with the description serve to explain the application and not to limit the application. In the drawings:
fig. 1 is a schematic view of an application scenario for determining a target user according to an embodiment of the present application;
fig. 2 is a flowchart of a method for determining a target user according to an embodiment of the present disclosure;
fig. 3 is a flowchart of a method for determining whether an indoor CPE is located in any residential cell that has opened a home broadband service according to an embodiment of the present application;
fig. 4 is a hardware structural diagram of an electronic device for implementing a method for determining a target user according to an embodiment of the present application;
fig. 5 is a schematic structural diagram of an apparatus for determining a target user according to an embodiment of the present application.
Detailed Description
In order to provide a scheme for searching a CPE user with a conversion value, embodiments of the present application provide a method and an apparatus for determining a target user.
The preferred embodiments of the present application will be described below with reference to the accompanying drawings of the specification, it should be understood that the preferred embodiments described herein are merely for illustrating and explaining the present application, and are not intended to limit the present application, and that the embodiments and features of the embodiments in the present application may be combined with each other without conflict.
As a new wireless terminal access device, the wireless CPE has the greatest advantage of not having to lay a wire network, and because of this, the wireless CPE can move at will, which requires a Home Subscriber Server (HSS) to allow a CPE user to move within a certain range, and therefore, the wireless CPE can be further divided into an indoor CPE and an outdoor CPE, wherein an installation location of the indoor CPE is generally limited to indoor, and purchasing the wireless CPE is intended to satisfy an indoor internet access requirement by the CPE user, and another is an outdoor CPE whose installation location is not fixed, and using the outdoor CPE user to surf the internet anytime and anywhere, and if the wireless CPE user wants to be converted into a Home broadband service user, the Home broadband service cannot satisfy the internet access requirement of the user anytime and anywhere, that is, the indoor CPE user is the CPE user with a conversion value, and how to find the indoor CPE is an urgent solution.
The inventor considers that the moving range of the indoor CPE is small, then the cell for providing the communication service for the indoor CPE generally does not change, if it can be determined that the cell for providing the communication service for the wireless CPE is an indoor cell, it can be determined that the cell is the indoor CPE, and considering that the indoor CPE may be located close to a window, and at this time, the cell for providing the communication service for the indoor CPE may also be a macro cell, for this case, the inventor considers that the characteristics of the macro cell and the neighboring cell in this case can be analyzed in advance, and then determines whether the wireless CPE whose communication service cell is the macro cell is the indoor CPE according to the characteristics.
Specifically, referring to fig. 1, fig. 1 shows a schematic view of an application scenario for determining a target user provided in an embodiment of the present application, where the application scenario includes a macro base station and three wireless CPEs, where two are indoor CPEs and one is outdoor CPEs, and it is assumed that the outdoor CPEs are installed in a vehicle (not shown in fig. 1) by a user and move around the vehicle.
When an indoor CPE user with conversion value needs to be determined, a Measurement Report (MR) reported by wireless CPE in a specified area in a set time period can be acquired, the MR can be analyzed to obtain information of a cell providing communication service for each wireless CPE and neighbor cell information of the cell, wherein the information of any cell at least comprises identification information and level value information of the cell, for each wireless CPE, a base station work parameter table corresponding to the specified area can be searched to determine whether the cell providing communication service for the wireless CPE is a room-divided cell or a macro cell, and when the cell providing communication service for the wireless CPE is determined to be the room-divided cell, the wireless CPE can be determined to be the indoor CPE; when the cell providing the communication service for the wireless CPE is determined to be the macro cell, the average number of the neighbor cells of the macro cell reported by the wireless CPE can be counted, if the average number of the neighbor cells of the macro cell reported by the wireless CPE is determined to be less than the preset number, the wireless CPE can be determined to be an indoor CPE, or when the cell providing the communication service for the wireless CPE is determined to be the macro cell, the level difference between the macro cell and each indoor sub-cell can be calculated, if the level difference between the macro cell and any indoor sub-cell is determined to be less than the preset level value, the wireless CPE can be determined to be the indoor CPE, and then the indoor CPE user can be determined to be the target user.
The above process is described below with reference to specific examples.
In specific implementation, a base station work parameter table corresponding to a designated area can be obtained in advance for the designated area, information that each cell is a room-divided cell or a macro cell is recorded in the base station work parameter table, an MR reported by all wireless CPEs in the designated area within a set time period can be obtained, and the information of the cell providing communication service for each wireless CPE and information of the neighboring cell of the cell can be obtained by analyzing the MR, wherein the information of any cell at least comprises identification information and level value information of the cell, and then, for each wireless CPE, the base station work parameter table can be searched to determine whether the cell providing communication service for the wireless CPE is a room-divided cell or a macro cell, and if the cell providing communication service for the wireless CPE is determined to be a room-divided cell, the wireless CPE is determined to be an indoor CPE; if the cell providing the communication service for the wireless CPE is a macro cell, it indicates that the wireless CPE may have a relatively large mobility, and may further count an average number of neighboring cells of the macro cell reported by the wireless CPE, and if it is determined that the average number of neighboring cells of the macro cell reported by the wireless CPE is less than a preset number (e.g., 3), determine that the wireless CPE is an indoor CPE, or may calculate a level difference between the macro cell and each of the indoor sub-cells, and if it is determined that a level difference smaller than a preset level value (e.g., 3 dBm) exists, determine that the wireless CPE is an indoor CPE, and further determine that an indoor CPE user is a target user.
Optionally, the position of the wireless CPE when reporting the MR may be located according to a Timing Advance (TA) and an Angle-of-Arrival (AOA) in the MR, so as to obtain the position information of the wireless CPE.
Further, for each wireless CPE whose communication service cell is a macro cell, after determining that the average number of neighboring cells of the macro cell reported by the wireless CPE is not less than the preset number and that a level difference between the macro cell and any one of the indoor sub-neighboring cells is not less than a preset level value, it may further determine whether the position of the wireless CPE satisfies a moving characteristic of the indoor CPE.
Specifically, suppose that the wireless CPE reports N MRs within 15 minutes, N positions of the wireless CPE resolved from the N MRs are: the positions a, B, c.
Taking the position a and the position B as an example, the distance L between the position a and the position B can be calculated by using the following formula AB ：
Where A1 is the longitude of location A, A2 is the latitude of location A, B1 is the longitude of location B, B2 is the latitude of location B, and R is the radius of the earth.
If Max (L) within 15 minutes is satisfied AB ，L AC ，L BC ，...L NM ) < 300, and L AB ...L NM If the standard deviation sigma is less than or equal to 170, the wireless CPE is determined to be the indoor CPE.
In specific implementation, although the indoor CPE is determined, if the residential cell where the indoor CPE is located does not open the home broadband service, that is, the residential cell where the indoor CPE is located does not have a hardware condition for providing the home broadband service, then the effect of popularizing the home broadband service to the users of the indoor CPE may not be good, and therefore, after the indoor CPE is determined, the users with conversion values may be further screened by combining the position range of the residential cell where the home broadband service is opened.
For example, for the CPE user C, assuming that the obtained locations (longitude and latitude) of the user C are C1, C2, and C3.. Cnj, if at least 20% of the locations fall within a boundary range of a residential cell that has opened the home broadband service, the user C is considered to be in a property point (the residential cell that has opened the home broadband service may be considered as a property point), and if not, the shortest distances between all locations outside the property point range and the residential cell may also be calculated, assuming that the calculated distances are: d1, D2.. Dm, wherein n and m are integers and n is greater than m, can still be considered to be within the property point range if at least 30% of D1, D2.. Dm are less than 300 m.
Further, the indoor CPE user located in the residential cell with the home broadband service opened is determined as the target user.
And aiming at target users, the home broadband service can be pushed to the users, and the home broadband service can also be developed by adopting means of leaflet sending, home promotion and the like.
As shown in fig. 2, a flowchart of a method for determining a target user provided in an embodiment of the present application includes the following steps:
s201: and acquiring the MR reported by the wireless CPE in the specified area within the set time period.
S202: and analyzing the MR to obtain the information of the cell providing communication service for each wireless CPE and the adjacent cell information of the cell.
The information of any cell in the cell and the neighboring cells of the cell at least comprises the identification information and the level value information of the cell.
S203: the indoor CPE is determined.
Specifically, for each wireless CPE, a base station work parameter table corresponding to a designated area is searched to determine whether a cell providing communication service for the wireless CPE is a room-divided cell or a macro cell, and when it is determined that the cell providing communication service for the wireless CPE is the room-divided cell, the wireless CPE is determined to be an indoor CPE; when the cell providing the communication service for the wireless CPE is determined to be the macro cell, the average number of the neighbor cells of the macro cell reported by the wireless CPE can be counted, and if the average number of the neighbor cells of the macro cell reported by the wireless CPE is determined to be less than the preset number, the wireless CPE is determined to be the indoor CPE; or, when the cell providing the communication service for the wireless CPE is determined to be the macro cell, a level difference between the macro cell and each indoor sub-cell may be calculated, and if it is determined that a level difference smaller than a preset level value exists, the wireless CPE is determined to be an indoor CPE.
Here, it is assumed that the wireless CPE reports the MRs 3 times, where the number of neighbor cells of the macro cell in the MR reported for the first time is 1, the number of neighbor cells of the macro cell in the MR reported for the second time is 3, and the number of neighbor cells of the macro cell in the MR reported for the third time is 2, then the average number of neighbor cells of the macro cell reported by the wireless CPE is: (1 +3+ 2)/3 =2, if the preset number is 3, the average number of neighboring cells of the macro cell reported by the wireless CPE is less than the preset number, and the wireless CPE is determined to be an indoor CPE.
In addition, if the MR is analyzed and the location information of the wireless CPE reporting the MR is also obtained, for each wireless CPE whose communication service cell is a macro cell, after it is determined that the average number of neighboring cells of the macro cell reported by the wireless CPE is not less than the preset number and the level difference between the macro cell and any one of the indoor sub-cells is not less than the preset level value, it may further determine whether the wireless CPE is an indoor CPE by combining the location information of the wireless CPE.
Specifically, for any sub-time period divided from the set time period, the MRs reported by the wireless CPE in the sub-time period are determined, the positions analyzed from the MRs are combined in pairs, the distance between two positions in each combination is calculated, and if the distance is smaller than a preset distance and the standard deviation of the distance is smaller than a preset standard deviation, the wireless CPE is determined to be an indoor CPE, where each sub-time period may be 15 minutes.
S204: and for each indoor CPE, judging whether the indoor CPE is positioned in any residential cell with the opened home broadband service or not according to the position of the indoor CPE and the stored position range information of the residential cell with the opened home broadband service.
The indoor CPE is located in the residential area if the longitude and latitude of the indoor CPE falls into the longitude and latitude range of the residential area with the home broadband service.
Specifically, it can be determined according to the flow shown in fig. 3 whether the indoor CPE is located in any residential cell that has opened the home broadband service:
s301a: location information of the indoor CPE is acquired.
S302a: and determining the residential cell which has opened the home broadband service within a preset distance range from the indoor CPE.
S303a: and for each determined residential cell, determining the probability that the indoor CPE falls into the residential cell according to the position range of the residential cell and the positions of the indoor CPE.
S304a: judging whether the probability that the indoor CPE falls into the residential area is greater than a preset probability, if so, entering S308a; otherwise, the process proceeds to S305a.
S305a: for each location of the indoor CPE that does not fall within the residential cell, a shortest distance between the location and a boundary of the residential cell is calculated.
S306a: judging whether the proportion smaller than the preset distance in the shortest distances is larger than the preset proportion or not, if so, entering S308a; otherwise, the process proceeds to S307a.
S307a: it is determined that the indoor CPE is not located within the residential cell.
S308a: the indoor CPE is determined to be located within the residential cell.
S205: and determining indoor CPE users positioned in the residential cells with the opened home broadband service as target users.
S206: and pushing the home broadband service to each target user.
Referring to fig. 4, a schematic structural diagram of an electronic device provided in this embodiment of the present disclosure includes a transceiver 401 and a processor 402, where the processor 402 may be a Central Processing Unit (CPU), a microprocessor, an application specific integrated circuit, a programmable logic circuit, a large scale integrated circuit, or a digital processing unit. The transceiver 401 is used for data transmission and reception between the electronic device and other devices.
The electronic device may further comprise a memory 403 for storing software instructions executed by the processor 402, but may also store some other data required by the electronic device, such as identification information of the electronic device, encryption information of the electronic device, user data, etc. The memory 403 may be a volatile memory (volatile memory), such as a random-access memory (RAM); the memory 403 may also be a non-volatile memory (non-volatile memory) such as a read-only memory (ROM), a flash memory (flash memory), a Hard Disk Drive (HDD) or a solid-state drive (SSD), or any other medium that can be used to carry or store desired program code in the form of instructions or data structures and that can be accessed by a computer, but is not limited to this. The memory 403 may be a combination of the above memories.
The embodiment of the present application does not limit the specific connection medium among the processor 402, the memory 403, and the transceiver 401. In fig. 4, the embodiment of the present application is described by taking only the case where the memory 403, the processor 402, and the transceiver 401 are connected by the bus 404 as an example, the bus is shown by a thick line in fig. 4, and the connection manner between other components is merely illustrative and not limited. The bus may be divided into an address bus, a data bus, a control bus, etc. For ease of illustration, only one thick line is shown in FIG. 4, but this does not indicate only one bus or one type of bus.
The processor 402 may be dedicated hardware or a processor running software, and when the processor 402 can run software, the processor 402 reads software instructions stored in the memory 403 and executes the method for determining a target user involved in the foregoing embodiments under the driving of the software instructions.
When the method provided in the embodiments of the present application is implemented in software or hardware or a combination of software and hardware, a plurality of functional modules may be included in the electronic device, and each functional module may include software, hardware or a combination of software and hardware. Specifically, referring to fig. 5, a schematic structural diagram of an apparatus for determining a target user provided in the embodiment of the present application includes an obtaining module 501, an analyzing module 502, an indoor CPE determining module 503, and a target user determining module 504.
An obtaining module 501, configured to obtain a measurement report MR reported by a wireless customer equipment terminal CPE in a specified area within a set time period;
an analyzing module 502, configured to analyze the MR to obtain information of a cell providing communication service for each wireless CPE and information of neighboring cells of the cell, where the information of any one of the cell and the neighboring cells of the cell at least includes identification information and level value information of the cell;
an indoor CPE determining module 503, configured to search, for each wireless CPE, a base station parameter table corresponding to the designated area according to identification information of a cell providing communication service for the wireless CPE, to determine whether the cell is a room-divided cell or a macro cell, and when it is determined that the cell is a room-divided cell, determine that the wireless CPE is an indoor CPE; when the cell is determined to be a macro cell, if the average number of the neighbor cells of the macro cell reported by the wireless CPE is determined to be less than the preset number, or the level difference between the macro cell and any indoor sub-neighbor cell is determined to be less than the preset level value, the wireless CPE is determined to be an indoor CPE;
a target user determination module 504, configured to determine that the indoor CPE user is a target user.
In a possible embodiment, if the MR is analyzed to obtain the location information of each wireless CPE, the indoor CPE determining module 503 is further configured to,
for each wireless CPE of which the communication service cell is a macro cell, after determining that the average neighbor cell number of the macro cell reported by the wireless CPE is not less than a preset number and the level difference between the macro cell and any indoor sub-neighbor cell is not less than a preset level value:
determining the MR reported by the wireless CPE in any sub-time period divided from the set time period;
combining the positions analyzed from the MRs in pairs, and calculating the distance between the two positions in each combination, wherein the reporting interval between any two MRs is less than the preset time length;
and if the requirements that all the distances are smaller than the preset distance and the standard deviation of all the distances is smaller than the preset standard deviation are met, determining that the wireless CPE is the indoor CPE.
Under one possible implementation, the method further includes: the decision block 505 is a block that is,
the determining module 505 is configured to determine, for each indoor CPE, whether the indoor CPE is located in any residential cell that has opened the home broadband service according to the location of the indoor CPE and the stored location range information of the residential cell that has opened the home broadband service, before determining that the indoor CPE user is the target user; and
the target user determining module 504 is specifically configured to determine that an indoor CPE user located in a residential cell with the home broadband service enabled is a target user.
In one possible implementation, the determining module 505 is specifically configured to,
determining a residential cell which is within a preset distance range from the indoor CPE and has opened the home broadband service;
for each determined residential cell, determining the probability that the indoor CPE falls into the residential cell according to the position range of the residential cell and the positions of the indoor CPE;
and if the probability that the indoor CPE falls into the residential cell is determined to be greater than the preset probability, determining that the indoor CPE is located in the residential cell.
In a possible implementation manner, the determining module 505 is further configured to,
if the probability that the indoor CPE falls into the residential area is determined to be not greater than the preset probability, calculating the shortest distance between each position of the indoor CPE which does not fall into the residential area and the boundary of the residential area;
and if the proportion smaller than the preset distance in the shortest distance is larger than the preset proportion, determining that the indoor CPE is located in the residential community.
Under one possible implementation, the method further includes: the sending module (506) is used for sending the data,
the sending module 506 is configured to push the home broadband service to the target user after determining that the indoor CPE user is the target user.
The division of the modules in the embodiments of the present application is schematic, and only one logical function division is provided, and in actual implementation, there may be another division manner, and in addition, each functional module in each embodiment of the present application may be integrated in one processor, may also exist alone physically, or may also be integrated in one module by two or more modules. The coupling of the various modules to each other may be through interfaces that are typically electrical communication interfaces, but mechanical or other forms of interfaces are not excluded. Thus, modules described as separate components may or may not be physically separate, may be located in one place, or may be distributed in different locations on the same or different devices. The integrated module can be realized in a hardware mode, and can also be realized in a software functional module mode.
The embodiment of the present application further provides a computer-readable storage medium, which stores computer-executable instructions required to be executed by the processor, and includes a program required to be executed by the processor.
In some possible embodiments, various aspects of the method for determining a target user provided by the present application may also be implemented in the form of a program product including program code for causing an electronic device to perform the steps in the method for determining a target user according to various exemplary embodiments of the present application described above in this specification when the program product is run on the electronic device.
The program product may employ any combination of one or more readable media. The readable medium may be a readable signal medium or a readable storage medium. A readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples (a non-exhaustive list) of the readable storage medium include: an electrical connection having one or more wires, a portable disk, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
The program product for determining a target user of embodiments of the present application may employ a portable compact disc read only memory (CD-ROM) and include program code, and may be run on a computing device. However, the program product of the present application is not limited thereto, and in this document, a readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device.
A readable signal medium may include a propagated data signal with readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A readable signal medium may be any readable medium that is not a readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device.
Program code embodied on a readable medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.
Program code for carrying out operations of the present application may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, C + + or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computing device, partly on the user's device, as a stand-alone software package, partly on the user's computing device and partly on a remote computing device, or entirely on the remote computing device or server. In the case of a remote computing device, the remote computing device may be connected to the user computing device over any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computing device (e.g., over the internet using an internet service provider).
It should be noted that although in the above detailed description several units or sub-units of the apparatus are mentioned, such a division is merely exemplary and not mandatory. Indeed, the features and functions of two or more units described above may be embodied in one unit, according to embodiments of the application. Conversely, the features and functions of one unit described above may be further divided into embodiments by a plurality of units.
Further, while the operations of the methods of the present application are depicted in the drawings in a particular order, this does not require or imply that these operations must be performed in this particular order, or that all of the illustrated operations must be performed, to achieve desirable results. Additionally or alternatively, certain steps may be omitted, multiple steps combined into one step execution, and/or one step broken down into multiple step executions.
As will be appreciated by one skilled in the art, embodiments of the present application may be provided as a method, system, or computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present application is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the application. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
While the preferred embodiments of the present application have been described, additional variations and modifications in those embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the appended claims be interpreted as including preferred embodiments and all alterations and modifications as fall within the scope of the application.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present application without departing from the spirit and scope of the application. Thus, if such modifications and variations of the present application fall within the scope of the claims of the present application and their equivalents, the present application is intended to include such modifications and variations as well.
Claims (12)
1. A method of identifying a target user, comprising:
acquiring a measurement report MR reported by a wireless customer equipment terminal CPE in a specified area within a set time period;
analyzing the MR to obtain information of a cell providing communication service for each wireless CPE and information of adjacent cells of the cell, wherein the information of any cell in the cell and the adjacent cells of the cell at least comprises identification information and level value information of the cell;
aiming at each wireless CPE, searching a base station work parameter table corresponding to the specified area according to the identification information of a cell providing communication service for the wireless CPE to determine whether the cell is a room-divided cell or a macro cell;
when the cell is determined to be the indoor sub-cell, determining the wireless CPE to be the indoor CPE; when the cell is determined to be a macro cell, if the average number of the neighbor cells of the macro cell reported by the wireless CPE is determined to be less than the preset number, or the level difference between the macro cell and any indoor sub-neighbor cell is determined to be less than the preset level value, the wireless CPE is determined to be an indoor CPE;
determining an indoor CPE user as a target user;
if the MR is analyzed to further obtain the location information of each wireless CPE, then, for each wireless CPE whose communication service cell is a macro cell, after determining that the average number of neighboring cells of the macro cell reported by the wireless CPE is not less than a preset number and that a level difference between the macro cell and any one of the indoor sub-cells is not less than a preset level value, the method further includes:
determining the MR reported by the wireless CPE in any sub-time period divided from the set time period;
combining the positions analyzed from the MR in pairs, and calculating the distance between the two positions in each combination;
and if the requirements that all the distances are smaller than the preset distance and the standard deviation of all the distances is smaller than the preset standard deviation are met, determining that the wireless CPE is the indoor CPE.
2. The method of claim 1, wherein prior to determining that an indoor CPE user is a target user, further comprising:
for each indoor CPE, judging whether the indoor CPE is positioned in any residential cell which opens the household broadband service or not according to the position of the indoor CPE and the stored position range information of the residential cell which opens the household broadband service; and
determining the indoor CPE user as a target user, comprising the following steps:
and determining indoor CPE users positioned in the residential cells with the opened home broadband service as target users.
3. The method as claimed in claim 2, wherein the determining whether the indoor CPE is located in any one of the residential cells having the home broadband service enabled based on the location of the indoor CPE and the stored location range information of the residential cells having the home broadband service enabled comprises:
determining a residential cell which is within a preset distance range from the indoor CPE and has opened the home broadband service;
for each determined residential cell, determining the probability that the indoor CPE falls into the residential cell according to the position range of the residential cell and the positions of the indoor CPE;
and if the probability that the indoor CPE falls into the residential cell is determined to be greater than the preset probability, determining that the indoor CPE is located in the residential cell.
4. The method according to claim 3, wherein if it is determined that the probability that the indoor CPE falls within the residential cell is not greater than the preset probability, further comprising:
calculating a shortest distance between each position of the indoor CPE, which does not fall within the residential cell, and a boundary of the residential cell;
and if the proportion smaller than the preset distance in the shortest distance is larger than the preset proportion, determining that the indoor CPE is located in the residential community.
5. The method of claim 1, wherein after determining that the indoor CPE user is the target user, further comprising:
and pushing the home broadband service to the target user.
6. An apparatus for determining a target user, comprising:
the acquisition module is used for acquiring a measurement report MR reported by a wireless customer equipment terminal CPE in a specified area within a set time period;
the analysis module is used for analyzing the MR to obtain information of a cell providing communication service for each wireless CPE and information of a neighboring cell of the cell, wherein the information of any one of the cell and the neighboring cell of the cell at least comprises identification information and level value information of the cell;
an indoor CPE determining module, configured to search a base station parameter table corresponding to the specified area according to identification information of a cell providing communication service for each wireless CPE, to determine whether the cell is a cell partitioned from a room or a macro cell, and when the cell is determined to be the cell partitioned from the room, determine that the wireless CPE is the indoor CPE; when the cell is determined to be a macro cell, if the average number of the neighbor cells of the macro cell reported by the wireless CPE is determined to be less than the preset number, or the level difference between the macro cell and any indoor sub-neighbor cell is determined to be less than the preset level value, the wireless CPE is determined to be an indoor CPE;
the target user determining module is used for determining the indoor CPE user as a target user;
if the MR is analyzed to obtain the location information of each wireless CPE, the indoor CPE determining module is further configured to, for each wireless CPE whose communication service cell is a macro cell, determine that the average number of neighboring cells of the macro cell reported by the wireless CPE is not less than a preset number and the level difference between the macro cell and any one of the indoor sub-cells is not less than a preset level value: determining the MR reported by the wireless CPE in any sub-time period divided from the set time period, combining the positions analyzed from the MR in pairs, and calculating the distance between the two positions in each combination, wherein the reporting interval between any two MRs is less than the preset time length; and if the requirements that all the distances are smaller than the preset distance and the standard deviation of all the distances is smaller than the preset standard deviation are met, determining that the wireless CPE is the indoor CPE.
7. The apparatus of claim 6, further comprising: a judgment module for judging whether the received signal is correct,
the judging module is used for judging whether the indoor CPE is positioned in any residential cell which opens the household broadband service or not according to the position of the indoor CPE and the stored position range information of the residential cell which opens the household broadband service aiming at each indoor CPE before the indoor CPE is determined as the target user; and
the target user determining module is specifically configured to determine that an indoor CPE user located in a residential cell with an opened home broadband service is a target user.
8. The apparatus of claim 7, wherein the determination module is specifically configured to,
determining a residential cell which is within a preset distance range from the indoor CPE and has opened the home broadband service;
for each determined residential cell, determining the probability that the indoor CPE falls into the residential cell according to the position range of the residential cell and the positions of the indoor CPE;
and if the probability that the indoor CPE falls into the residential cell is determined to be greater than the preset probability, determining that the indoor CPE is located in the residential cell.
9. The apparatus of claim 8, wherein the determining module is further configured to,
if the probability that the indoor CPE falls into the residential area is determined not to be greater than the preset probability, calculating the shortest distance between each position of the indoor CPE which does not fall into the residential area and the boundary of the residential area;
and if the proportion smaller than the preset distance in the shortest distance is larger than the preset proportion, determining that the indoor CPE is located in the residential community.
10. The apparatus of claim 6, further comprising: a sending module for sending the data to the receiving module,
and the sending module is used for pushing the home broadband service to the target user after the indoor CPE user is determined to be the target user.
11. An electronic device, comprising: at least one processor, and a memory communicatively coupled to the at least one processor, wherein:
the memory stores instructions executable by the at least one processor to enable the at least one processor to perform the method of any one of claims 1 to 5.
12. A computer-readable medium storing computer-executable instructions for performing the method of any one of claims 1 to 5.
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