CN109379736B - Method and device for adjusting cell network quality - Google Patents
Method and device for adjusting cell network quality Download PDFInfo
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- CN109379736B CN109379736B CN201811259864.XA CN201811259864A CN109379736B CN 109379736 B CN109379736 B CN 109379736B CN 201811259864 A CN201811259864 A CN 201811259864A CN 109379736 B CN109379736 B CN 109379736B
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/02—Arrangements for optimising operational condition
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/08—Testing, supervising or monitoring using real traffic
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W36/00—Hand-off or reselection arrangements
- H04W36/0005—Control or signalling for completing the hand-off
- H04W36/0083—Determination of parameters used for hand-off, e.g. generation or modification of neighbour cell lists
- H04W36/0085—Hand-off measurements
- H04W36/0088—Scheduling hand-off measurements
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W8/00—Network data management
- H04W8/18—Processing of user or subscriber data, e.g. subscribed services, user preferences or user profiles; Transfer of user or subscriber data
- H04W8/183—Processing at user equipment or user record carrier
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Abstract
The embodiment of the invention provides a method and a device for adjusting the network quality of a cell, wherein the method comprises the following steps: determining a certain number of target users; for each target user, acquiring at least two resident cells of the target user according to the call data and the flow use data of the target user; acquiring other service cells within a certain range of each resident cell as subsidiary cells; determining quality difference cells in the resident cell and the auxiliary cell according to the performance data of the target user in the resident cell and the auxiliary cell; and determining the cell with the priority adjustment according to the number and the weight of the target users in each poor cell. The embodiment of the invention can avoid the defect that the user avoids the real poor cell in the prior art, and effectively and quickly improve the evaluation of the user on the network quality.
Description
Technical Field
The present invention relates to the field of network communication technologies, and in particular, to a method and an apparatus for adjusting cell network quality.
Background
With the rapid development of mobile network technology, the network problems are increased, and the number of serving cells needing to improve the network quality is also infinite, so how to determine a cell preferentially improving the network quality becomes an important technical difficulty.
The existing analysis method only analyzes the resident cell of the user and only selects one resident cell, and the existing method ignores an objective fact that: typically, a user will have two resident cells-one at home and one at work. And no matter the user is at home for rest or at work of a company, the user can go to a place with good network quality for communication or surfing the internet, and a place with poor network signals is avoided as much as possible, so that a service cell with real problems can be overlooked.
Disclosure of Invention
The present invention provides a method and apparatus for adjusting the quality of a cellular network that overcomes, or at least partially solves, the above problems.
In a first aspect, an embodiment of the present invention provides a method for adjusting cell network quality, including:
determining a certain number of target users;
for each target user, acquiring at least two resident cells of the target user according to the call data and the flow use data of the target user;
acquiring other service cells within a certain range of each resident cell as subsidiary cells;
determining quality difference cells in the resident cell and the auxiliary cell according to the performance data of the target user in the resident cell and the auxiliary cell;
and determining the cell with the priority adjustment according to the number and the weight of the target users in each poor cell.
In a second aspect, an embodiment of the present invention provides an apparatus for adjusting cell network quality, including:
the target user determining module is used for determining a certain number of target users;
the resident cell determining module is used for acquiring at least two resident cells of each target user according to the call data and the flow using data of the target user;
an affiliated cell determining module, configured to acquire other serving cells within a certain range of each resident cell, as affiliated cells;
a quality difference cell determining module, configured to determine a quality difference cell in the resident cell and the subordinate cell according to performance data of the target user in the resident cell and the subordinate cell;
and the priority determining module is used for determining the cell which is preferentially adjusted according to the number and the weight of the target users in each poor cell.
In a third aspect, an embodiment of the present invention provides an electronic device, which includes a memory, a processor, and a computer program stored in the memory and executable on the processor, and the processor implements the steps of the method provided in the first aspect when executing the program.
In a fourth aspect, an embodiment of the present invention provides a non-transitory computer readable storage medium, on which a computer program is stored, which when executed by a processor, implements the steps of the method as provided in the first aspect.
The embodiment of the invention provides a method and a device for adjusting the quality of a cell network, and the inventive concept is as follows: analyzing the call data and the flow use data of the user to obtain at least two resident cells of the user, expanding the range of a service cell for evaluating the network quality on the basis of the resident cells to obtain service cells around the resident cells as auxiliary cells, determining quality difference cells in the resident cells and the auxiliary cells according to the performance data of the user in the resident cells and the auxiliary cells, and finally determining the service cells with priority adjustment according to the weight and the number of the user in the quality difference cells. The embodiment of the invention can effectively and quickly improve the evaluation of the user on the network quality.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and those skilled in the art can also obtain other drawings according to the drawings without creative efforts.
Fig. 1 is a flowchart illustrating a method for adjusting the network quality of a cell according to an embodiment of the present invention;
fig. 2 is a schematic structural diagram of an apparatus for adjusting cell network quality according to an embodiment of the present invention;
fig. 3 is a schematic physical structure diagram of an electronic device according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
In order to overcome the above problems in the prior art, embodiments of the present invention provide a method and an apparatus for adjusting cell network quality, and the inventive concept is as follows: analyzing the call data and the flow use data of the user to obtain at least two resident cells of the user, expanding the range of a service cell for evaluating the network quality on the basis of the resident cells to obtain service cells around the resident cells as auxiliary cells, determining quality difference cells in the resident cells and the auxiliary cells according to the performance data of the user in the resident cells and the auxiliary cells, and finally determining the service cells with priority adjustment according to the weight and the number of the user in the quality difference cells. The embodiment of the invention can effectively and quickly improve the evaluation of the user on the network quality.
Fig. 1 is a flowchart illustrating a method for adjusting cell network quality according to an embodiment of the present invention, as shown in fig. 1, including:
s101, determining a certain number of target users.
It should be noted that, in the embodiment of the present invention, the determination of the target user may be random, or may be a user with more complaints counted by a communication service operating company, or may be a vip user served by the communication service operating company, where a common vip user may be a user with a good-looking number, a user with a higher package cost, and the like, and the method for determining the target user is not specifically limited in the embodiment of the present invention.
S102, for each target user, acquiring at least two resident cells of the target user according to the call data and the flow use data of the target user.
As can be seen from the above, in the prior art, when adjusting the network quality of a serving cell, only one residential cell is usually selected for a user, but there is a problem that a truly problematic serving cell may be ignored.
And S103, acquiring other service cells within a certain range of each resident cell as subordinate cells.
It should be noted that, to improve the target user perception, not only the user needs to feel the reliability and rapidness of the mobile network at home and in companies, but also the user needs to feel the reliability and rapidness of the mobile network on the way of walking out and eating, and therefore, the network quality analysis needs to be performed on the peripheral cells of the resident cell of the user.
And S104, determining quality difference cells in the resident cell and the auxiliary cell according to the performance data of the target user in the resident cell and the auxiliary cell.
Specifically, the performance data may include radio load and resource usage (load rate and availability of traffic channels, availability and congestion rate of signaling channels, proportion of Busy cells, proportion of overflow cells, and the like), system performance indicators (intervening system Call-on rate, random access success rate, radio system Call-on rate, and the like), indicators related to user behavior (voice Call-on rate and user early release rate, and the like), indicators unrelated to continuity (Location update success rate, handover success rate, TCH Call drop rate, message forwarding success rate, and the like), exchange load data (exchange BHCA (Busy hourly Call attachment), exchange voice ca value, VLR (Visitor Location Register) level user number, and the like), exchange performance data (incoming and outgoing Call request and success number, BHCA, bha, and the like), and the like, Location update requests and success times, etc.), subscriber behavior data (subscriber pre-release times, called subscriber busy times, and subscriber-backed service limit times, etc.), radio load data (total traffic on the traffic channel, total traffic on the half rate traffic channel, available number on the traffic channel and signaling channel), radio performance data (e.g., random access requests and success times, paging requests and corresponding times, etc.), and inter-network data (e.g., total number of circuits available, circuit availability, inter-network traffic, total number of call drops and call connects, etc.).
And determining which resident cells and/or subordinate cells belong to poor quality cells by analyzing the performance data of the user in the resident cells and the subordinate cells. It is understood that the criterion of network quality may be determined according to the above performance data and the predetermined threshold.
And S105, determining the cell which is preferentially adjusted according to the number and the weight of the target users in each poor cell.
Specifically, the embodiment of the present invention determines the cell to be preferentially adjusted by setting the weight for the target user and combining the number of the target users in the poor quality cell, for example, the number of the target users in the poor quality cell A, B is the same, but the weight of the target users in the poor quality cell a is higher, so the poor quality cell a is preferentially adjusted. It should be noted that, in the embodiment of the present invention, the weight setting of the target user is objective, for example, the target user is ranked according to the monthly telephone rate of the target user, and the weight of each rank is set, and the weight of all the target users is also allowed to be the same.
It should be noted that, in the embodiments of the present invention, by acquiring at least two residential cells of a target user and further acquiring an attached cell around the residential cell, the selection of a serving cell corresponding to the target user is expanded, which can avoid the disadvantage that the user avoids a cell with a real poor quality in the prior art, and effectively and quickly improve the evaluation of the user on the network quality.
It should be noted that in the conventional method, limited by the performance of the server and the database and the problem of the calculation mode, the analysis is only performed on the daily communication condition of the user and the network quality of the resident cell, and the relevant investigation parameters include: whether network locking is released, whether an end user needs to be replaced, whether a USIM card user needs to be replaced, whether base station failure or alarm occurs, whether 2/4G coverage is insufficient, whether 2/4G network quality is insufficient, and whether 4G high traffic exists. While large data platforms have been resorted to, operations in data analysis are still subject to relational databases.
Therefore, to solve the above problem, on the basis of the above embodiment, as an optional embodiment, in the embodiment of the present invention, for each target user, acquiring at least two residential cells of the target user according to call data and traffic data of the target user, specifically:
s201, analyzing and warehousing the call data and the flow data of the target user in the divided data, and inputting the call data and the flow data into a data table of the target user created according to days.
S202, at least two resident cells of the target user are obtained through dynamic storage process operation.
It should be noted that the distributed data, i.e. the operation analysis data, are collected by the communication service companies, i.e. mobile, internet and telecommunication, to perform the analysis of various projects. In the divided data, the data is divided into two parts of conversation and flow, the conversation data comprises conversation time length and information of a cell where the conversation data is located, and the flow data comprises network use time length, flow use information and information of the cell where the conversation data is located. Because the data flow of the divided data is very large, if the divided data is not partitioned, the divided data can be analyzed by a very-performance database, and therefore the data table is established according to the day, and the conventional database can analyze the data on the premise of saving historical data. Alternatively, embodiments of the present invention may maintain a 7 day data table. In the embodiment of the invention, the data table is changed according to the date, and the storage and the operation are dynamically compiled.
On the basis of the above embodiment, as an optional embodiment, in the embodiment of the present invention, the call duration of the target user in each serving cell is recorded in the call data, and the traffic consumption of the target user in each serving cell is recorded in the traffic usage data;
correspondingly, the acquiring at least two residential cells of the target user according to the call data and the traffic usage data of the target user specifically comprises:
for any service cell of a target user, carrying out normalization processing on the call duration of the target user in the service cell to obtain a first numerical value, and carrying out normalization processing on the flow consumption of the target user in the service cell to obtain a second numerical value;
carrying out weighted summation on the first numerical value and the second numerical value to obtain the weight of a service cell;
and sequencing the weights of all the service cells from large to small, and selecting at least two cells in front of the sequence as resident cells.
Specifically, the embodiment of the present invention performs normalization processing on the call duration and the traffic consumption of the user in the serving cell, for example, the call duration of the user in the serving cell is 30min, and 1000 is used as a dividend, and a first value of the user in the serving cell is obtained as 0.03, obviously, when the call duration is normalized, all dividends are consistent. Similarly, the browsing consumption can be normalized, and the purpose of the normalization processing is to ensure that the call data and the traffic usage data of the target user are converted into amounts which can be added. When the first numerical value and the second numerical value are weighted and summed, the weights of the two numerical values may be set to be equal, or may be set to be larger or smaller according to actual conditions. By ranking the weights of the service cells, it is convenient to know which resident cell is.
On the basis of the foregoing embodiments, as an optional embodiment, acquiring other serving cells within a certain range of each resident cell as subordinate cells specifically includes:
for any resident cell, determining the longitude and latitude of the resident cell;
and acquiring other service cells in a certain range of the resident cell as the auxiliary cells by combining the longitude and latitude of the resident cell according to the longitude and latitude approximate algorithm.
Specifically, the longitude and latitude of the serving base station resident in the cell may be used as the longitude and latitude of the serving cell. The latitude and longitude approximation algorithm can greatly speed up the calculation of the subordinate cell, for example, in the range of 500m, the difference is about 6378 × 2 pi/360 — 111.2606666666667km in longitude, i.e., 1 m is about 0.00001 degree, and 500m is about 0.005 degree. According to the longitude and latitude of each service base station, the surrounding base stations and surrounding service cells can be determined according to the range size.
On the basis of the foregoing embodiments, the determining a poor quality cell in the residential cell and the secondary cell according to the performance data of the target user in the residential cell and the secondary cell specifically includes:
s301, acquiring a performance data table corresponding to the resident cell and the affiliated cell, wherein IMEI codes and performance data of all users in the corresponding service cell are recorded in the performance data table.
Specifically, the performance data table is, as the name implies, a table for recording various performance data items in the serving cell. In the embodiment of the invention, the performance data is recorded in units of cells, the number of service cells is only 30-50 ten thousand in terms of a provincial region, and the amount of calculation is not large for a common database when the performance data is recorded in units of cells (and hundreds of millions of provincial meridian data with a little bit larger can be obtained). As will be understood by those skilled in the art, the performance data table does not directly record the mobile phone number of the user, but records the IMEI code of the mobile terminal.
S302, inquiring the corresponding IMEI code from a regional user information table according to the mobile phone number of the target user.
It should be noted that, in the embodiment of the present invention, the target user is identified by a mobile phone number, and therefore, the performance data cannot be directly queried by the mobile phone number. As can be known to those skilled in the art, in general, a regional user information table is recorded in a communication operation company, and in the regional user information table, not only the mobile phone number of a user but also the IMEI code of a mobile phone used by the user are recorded, so that the IMEI code corresponding to a target user can be obtained by searching the regional user information table.
S303, acquiring the performance data of the target user from the performance data table according to the IMEI code of the target user, and analyzing the performance data to judge whether the serving cell is a poor cell.
On the basis of the foregoing embodiment, the analyzing the performance data to determine whether the serving cell is a poor cell specifically includes:
analyzing the performance data to obtain the 4G call completing rate, the 4G call dropping rate, the 4G super idle cell proportion, the 4G zero flow cell occupation ratio, the 3G call completing rate, the 3G call dropping rate, the 2G call completing rate, the 2G call dropping rate, the 2G half-rate telephone traffic ratio and the 2G voice quality of the target user in the service cell,
and judging whether the serving cell is a poor cell according to whether the 4G call completing rate, the 4G call dropping rate, the 4G super idle cell proportion, the 4G zero flow cell proportion, the 3G call completing rate, the 3G call dropping rate, the 2G call completing rate, the 2G call dropping rate, the 2G half-rate telephone traffic ratio and the 2G voice quality meet preset conditions.
It should be noted that, the embodiment of the present invention has many conditions for determining the poor quality cell, and the poor quality cell can be determined only by satisfying any one of the conditions, for example, if the 4G call completing rate of the target user in the serving cell is lower than a preset threshold, the serving cell can be determined as the poor quality cell, and for example, whenever the 2G call dropping rate of the user in the serving cell is higher than the preset threshold, the serving cell can also be determined as the poor quality cell.
Fig. 2 is a schematic structural diagram of an apparatus for adjusting cell network quality according to an embodiment of the present invention, as shown in fig. 2, the apparatus includes: a target user determination module 201, a resident cell determination module 202, an auxiliary cell determination module 203, a quality difference cell determination module 204, and a priority determination module 205, wherein:
the target user determination module 201 is configured to determine a number of target users.
Specifically, when determining the target user, the target user determining module 201 in the embodiment of the present invention may be random, or may be a user with a large number of complaints counted by a communication service operating company, or may be a vip user served by the communication service operating company, where a common vip user may be a user with a good-looking number, a user with a high package cost, and the like, and the method for determining the target user is not specifically limited in the embodiment of the present invention.
A resident cell determining module 202, configured to, for each target user, obtain at least two resident cells of the target user according to the call data and the traffic usage data of the target user.
The resident cell determining module 202 in the embodiment of the present invention may obtain at least two resident cells of the target user according to the call data and the traffic usage data of the target user, and usually, a place where the user has the largest call and traffic usage is a home or a company, so that the embodiment of the present invention may obtain at least two resident cells of the target user.
The subordinate cell determining module 203 is configured to obtain other serving cells within a certain range of each resident cell as a subordinate cell.
The quality difference cell determining module 204 is configured to determine a quality difference cell in the resident cell and the subordinate cell according to the performance data of the target user in the resident cell and the subordinate cell;
the priority determining module 205 is configured to determine a cell to be preferentially adjusted according to the number and weight of the target users in each poor cell.
Specifically, the priority determining module 205 of the embodiment of the present invention determines the cell to be preferentially adjusted by setting the weight for the target user and combining the number of the target users in the poor quality cell, for example, the number of the target users in the poor quality cell A, B is the same, but the weight of the target users in the poor quality cell a is higher, so the cell a is preferentially adjusted. It should be noted that, in the embodiment of the present invention, the weight setting of the target user is objective, for example, the target user is ranked according to the monthly telephone rate of the target user, and the weight of each rank is set, and the weight of all the target users is also allowed to be the same.
The adjusting device provided in the embodiments of the present invention specifically executes the flows of the above adjusting method embodiments, and please refer to the contents of the above adjusting method embodiments in detail, which are not described herein again. The adjusting device provided by the embodiment of the invention can expand the selection of the target user corresponding to the service cell by acquiring at least two resident cells of the target user and further acquiring the auxiliary cells around the resident cells, thereby avoiding the defect that the user avoids the real poor cell in the prior art and effectively and quickly improving the evaluation of the user on the network quality.
Fig. 3 is a schematic entity structure diagram of an electronic device according to an embodiment of the present invention, and as shown in fig. 3, the electronic device may include: a processor (processor)310, a communication Interface (communication Interface)320, a memory (memory)330 and a communication bus 340, wherein the processor 310, the communication Interface 320 and the memory 330 communicate with each other via the communication bus 340. The processor 310 may invoke a computer program stored on the memory 330 and executable on the processor 310 to perform the adjustment methods provided by the above embodiments, including, for example: determining a certain number of target users; for each target user, acquiring at least two resident cells of the target user according to the call data and the flow use data of the target user; acquiring other service cells within a certain range of each resident cell as subsidiary cells; determining quality difference cells in the resident cell and the auxiliary cell according to the performance data of the target user in the resident cell and the auxiliary cell; and determining the cell with the priority adjustment according to the number and the weight of the target users in each poor cell.
In addition, the logic instructions in the memory 330 may be implemented in the form of software functional units and stored in a computer readable storage medium when the software functional units are sold or used as independent products. Based on such understanding, the technical solutions of the embodiments of the present invention may be essentially implemented or make a contribution to the prior art, or may be implemented in the form of a software product stored in a storage medium and including instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the methods described in the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
Embodiments of the present invention further provide a non-transitory computer-readable storage medium, on which a computer program is stored, where the computer program is implemented to perform the adjustment method provided in the foregoing embodiments when executed by a processor, and the method includes: determining a certain number of target users; for each target user, acquiring at least two resident cells of the target user according to the call data and the flow use data of the target user; acquiring other service cells within a certain range of each resident cell as subsidiary cells; determining quality difference cells in the resident cell and the auxiliary cell according to the performance data of the target user in the resident cell and the auxiliary cell; and determining the cell with the priority adjustment according to the number and the weight of the target users in each poor cell.
The above-described embodiments of the apparatus are merely illustrative, and the units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment. One of ordinary skill in the art can understand and implement it without inventive effort.
Through the above description of the embodiments, those skilled in the art will clearly understand that each embodiment can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware. With this understanding in mind, the above-described technical solutions may be embodied in the form of a software product, which can be stored in a computer-readable storage medium such as ROM/RAM, magnetic disk, optical disk, etc., and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the methods described in the embodiments or some parts of the embodiments.
Finally, it should be noted that: the above examples are only intended to illustrate the technical solution of the present invention, but not to limit it; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions of the embodiments of the present invention.
Claims (8)
1. A method for adjusting cell network quality, comprising:
determining a certain number of target users;
for each target user, acquiring at least two resident cells of the target user according to the call data and the flow use data of the target user;
acquiring other service cells within a certain range of each resident cell as subsidiary cells;
determining quality difference cells in the resident cell and the auxiliary cell according to the performance data of the target user in the resident cell and the auxiliary cell;
determining a cell with priority adjustment according to the number and the weight of target users in each poor cell;
wherein, obtain other serving cells in each resident district certain range, as affiliated district, specifically do:
for any resident cell, determining the longitude and latitude of the resident cell;
and acquiring other service cells in a certain range of the resident cell as the auxiliary cells by combining the longitude and latitude of the resident cell according to the longitude and latitude approximate algorithm.
2. The adjustment method according to claim 1, wherein for each target user, the acquiring at least two residential cells of the target user according to the call data and the traffic usage data of the target user specifically comprises:
analyzing and warehousing the call data and the flow data of the target user in the divided data, and inputting the call data and the flow data into a data table of the target user created by days;
and obtaining at least two resident cells of the target user through dynamic storage process operation.
3. The adjusting method according to claim 1 or 2, wherein the call data records the call duration of the target user in each serving cell, and the traffic usage data records the traffic consumption of the target user in each serving cell;
correspondingly, the acquiring at least two residential cells of the target user according to the call data and the traffic usage data of the target user specifically comprises:
for any service cell of a target user, carrying out normalization processing on the call duration of the target user in the service cell to obtain a first numerical value, and carrying out normalization processing on the flow consumption of the target user in the service cell to obtain a second numerical value;
carrying out weighted summation on the first numerical value and the second numerical value to obtain the weight of a service cell;
and sequencing the weights of all the service cells from large to small, and selecting at least two cells in front of the sequence as resident cells.
4. The method according to claim 1, wherein the determining the poor cell of the residential cell and the secondary cell according to the performance data of the target user in the residential cell and the secondary cell comprises:
acquiring performance data tables corresponding to the resident cell and the affiliated cell, wherein IMEI codes and performance data of all users in the corresponding service cell are recorded in the performance data tables;
inquiring a corresponding IMEI code from a regional user information table according to the mobile phone number of the target user;
and acquiring the performance data of the target user from the performance data table according to the IMEI code of the target user, and analyzing the performance data to judge whether the serving cell is a poor cell.
5. The adjustment method according to claim 4, wherein the analyzing the performance data to determine whether the serving cell is a poor cell specifically comprises:
analyzing the performance data to obtain the 4G call completing rate, the 4G call dropping rate, the 4G super idle cell proportion, the 4G zero flow cell occupation ratio, the 3G call completing rate, the 3G call dropping rate, the 2G call completing rate, the 2G call dropping rate, the 2G half-rate telephone traffic ratio and the 2G voice quality of the target user in the service cell,
and judging whether the serving cell is a poor cell according to whether the 4G call completing rate, the 4G call dropping rate, the 4G super idle cell proportion, the 4G zero flow cell proportion, the 3G call completing rate, the 3G call dropping rate, the 2G call completing rate, the 2G call dropping rate, the 2G half-rate telephone traffic ratio and the 2G voice quality meet preset conditions.
6. An apparatus for adjusting quality of a cellular network, comprising:
the target user determining module is used for determining a certain number of target users;
the resident cell determining module is used for acquiring at least two resident cells of each target user according to the call data and the flow using data of the target user;
an affiliated cell determining module, configured to acquire other serving cells within a certain range of each resident cell, as affiliated cells;
a quality difference cell determining module, configured to determine a quality difference cell in the resident cell and the subordinate cell according to performance data of the target user in the resident cell and the subordinate cell;
the priority determining module is used for determining a cell which is preferentially adjusted according to the number and the weight of the target users in each poor cell;
the subordinate cell determining module is specifically configured to:
for any resident cell, determining the longitude and latitude of the resident cell;
and acquiring other service cells in a certain range of the resident cell as the auxiliary cells by combining the longitude and latitude of the resident cell according to the longitude and latitude approximate algorithm.
7. An electronic device, comprising:
at least one processor; and
at least one memory communicatively coupled to the processor, wherein:
the memory stores program instructions executable by the processor, the processor invoking the program instructions to perform the adjustment method of any one of claims 1 to 5.
8. A non-transitory computer-readable storage medium storing computer instructions for causing a computer to execute the adjustment method according to any one of claims 1 to 5.
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811259864.XA CN109379736B (en) | 2018-10-26 | 2018-10-26 | Method and device for adjusting cell network quality |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811259864.XA CN109379736B (en) | 2018-10-26 | 2018-10-26 | Method and device for adjusting cell network quality |
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| Publication Number | Publication Date |
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| CN109379736A CN109379736A (en) | 2019-02-22 |
| CN109379736B true CN109379736B (en) | 2021-08-13 |
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| CN109803295B (en) * | 2019-03-05 | 2022-03-15 | 中国联合网络通信集团有限公司 | Method and device for evaluating communication cell rectification priority |
| CN111818551B (en) * | 2019-04-12 | 2022-07-01 | 中国移动通信集团福建有限公司 | VOLTE call drop reason determination method and device |
| CN110267288B (en) * | 2019-05-22 | 2022-04-15 | 中国联合网络通信集团有限公司 | Mobile network complaint positioning method and device |
| CN112203286B (en) * | 2019-07-08 | 2022-10-18 | 中国移动通信集团浙江有限公司 | Method, device and equipment for evaluating coverage stability of wireless network |
| CN113852513B (en) * | 2020-06-28 | 2022-11-22 | 北京市天元网络技术股份有限公司 | Network capacity prediction method and device |
| CN113347574B (en) * | 2021-06-03 | 2023-04-07 | 中国联合网络通信集团有限公司 | Method and device for determining ordinary station |
| CN113727331B (en) * | 2021-08-12 | 2022-08-26 | 中国联合网络通信集团有限公司 | 5G base station deployment method and device |
| CN113660687B (en) * | 2021-08-17 | 2023-07-04 | 中国联合网络通信集团有限公司 | Network difference cell processing method, device, equipment and storage medium |
| CN114449564B (en) * | 2022-03-30 | 2024-02-13 | 中国联合网络通信集团有限公司 | Method, device and equipment for detecting performance failure cell |
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