CN112437457A

CN112437457A - Cell mobile network control method, device, equipment and storage medium

Info

Publication number: CN112437457A
Application number: CN202011424056.1A
Authority: CN
Inventors: 肖慧桥; 彭发龙; 柯小玲; 钟云富; 李春苗; 万其斌; 李涛; 马莹; 杜成; 杨振东; 石钰
Original assignee: China United Network Communications Group Co Ltd
Current assignee: China United Network Communications Group Co Ltd
Priority date: 2020-12-08
Filing date: 2020-12-08
Publication date: 2021-03-02
Anticipated expiration: 2040-12-08
Also published as: CN112437457B

Abstract

The invention provides a cell mobile network control method, a device, equipment and a storage medium, which determine the use condition of a 4G/5G network of a target cell and judge whether the target cell is a light-load cell, if the target cell is the light-load cell, determine the network coverage condition of the target cell by an adjacent cell and the network load condition of the target cell or the adjacent cell in each preset time period, and determine whether the 4G/5G network is shut down in each preset time period according to the network coverage condition and the network load condition. The method effectively solves the technical problems that the method for shutting down the cell network in the prior art is too simple, can generate adverse effect on the perception of the current network users, and has fewer cells meeting the conditions, so that other cells which need to shut down the mobile communication network in real conditions can not be shut down. In addition, by adopting the cell mobile network control method, the operation cost of the mobile communication network is reduced, and the waste of energy is avoided.

Description

Cell mobile network control method, device, equipment and storage medium

Technical Field

The embodiment of the invention relates to the technical field of mobile communication, in particular to a cell mobile network control method, a device, equipment and a storage medium.

Background

Mobile communication networks have the advantages of large system capacity, good communication quality, high frequency band utilization rate, flexible frequency planning and the like, and are therefore increasingly widely applied in the field of communication. However, the operation cost of continuously turning on the mobile communication network for a long time is high, and energy is wasted.

In the prior art, in order to reduce the operation cost of a mobile communication network and realize energy conservation and emission reduction, a cell network is generally shut down by screening cells in a low telephone traffic time period in the morning.

However, the method for shutting down the cell network is too simple, which may have adverse effect on the perception of the current network user, and the number of cells satisfying the conditions is small, so that other cells that need to shut down the mobile communication network in real situations cannot be shut down, which greatly increases the operation cost of the mobile communication network and causes the waste of mobile network resources.

Disclosure of Invention

Embodiments of the present invention provide a method, an apparatus, a device, and a storage medium for controlling a cell mobile network, which solve the technical problems in the prior art that a method for shutting down a cell network is too simple, which may have an adverse effect on the perception of a current network user, and that other cells satisfying conditions are few, so that other cells that need to shut down a mobile communication network in a real situation cannot be shut down.

In a first aspect, an embodiment of the present invention provides a cell mobile network control method, including:

determining the use condition of a 4G/5G network of a target cell;

if the target cell uses a 4G/5G network, judging whether the target cell is a light-load cell;

if the target cell is determined to be a light-load cell, determining the network coverage condition of the target cell by the adjacent cell and the network load condition of the target cell or the adjacent cell in each preset time period;

and determining whether the target cell shuts down the 4G/5G network in each preset time period according to the network coverage condition and the network load condition.

Further, the method for determining the network coverage condition of the target cell by the neighboring cell and the network load condition of the target cell or the neighboring cell in each preset time period includes:

determining a type of the target cell;

if the target cell is a capacity layer cell, determining the network coverage condition and the network load condition of the target cell;

and if the target cell is the overlay cell, determining the network coverage condition and the network load condition of the adjacent cell.

Further, in the method, if the target cell is a capacity layer cell, determining the network coverage condition includes:

acquiring the minimization drive test data of each user terminal to be selected in a target cell and adjacent cells in the same sector in each preset time period;

and determining whether the target cell is covered by the network of the adjacent cell in each preset time period according to the minimization of drive test data.

Further, the method for determining whether the target cell is covered by the network of the neighboring cell in each preset time period according to the minimization of drive test data includes:

screening out target user terminals with reference signal receiving power larger than a preset power threshold value according to the MDT data;

acquiring the position information of a target user terminal in each preset time period and the network coverage area of an adjacent cell in the same sector;

judging whether the position information is in the network coverage area in each preset time period;

if it is determined that the certain preset time period is in the network coverage area, determining that the target cell is covered by the network of the adjacent cell in the preset time period;

and if the fact that the target cell is not covered by the network of the adjacent cell in the preset time period is determined to be not in the network coverage area in the preset time period.

Further, the method, if the target cell is a capacity layer cell, determining a network load condition of the target cell, includes:

acquiring the utilization rate of busy hour physical resource blocks of a target cell in each preset time period within a duration;

if the sum of the utilization rates of the physical resource blocks is smaller than a first preset utilization rate threshold value when a certain preset time period is busy within the duration, determining that the network load condition of the target cell is the network load meeting the shutdown condition of the target cell;

and if the sum of the utilization rates of the physical resource blocks in busy time of a certain preset time period in the duration is greater than or equal to a first preset utilization rate threshold, determining that the network load condition of the target cell is the network load which does not meet the shutdown condition of the target cell.

Further, in the method described above, if the target cell is an overlay cell, determining the network coverage condition includes:

acquiring the minimization drive test data of each user terminal to be selected in the target cell in each preset time period;

determining the reference signal receiving power of each user terminal to be selected in the strongest adjacent cell corresponding to the target cell in each preset time period according to the MDT data;

if the received power of each reference signal in a certain preset time period is greater than a preset power threshold, determining that the target cell is covered by the network of the adjacent cell in the preset time period;

and if the received power of each reference signal in a certain preset time period is not all larger than a preset power threshold, determining that the target cell is not covered by the network of the adjacent cell in the preset time period.

Further, the method, if the target cell is an overlay cell, determining a network load condition of a neighboring cell, includes:

acquiring the utilization rate of physical resource blocks of each adjacent cell of a target cell in busy hours of each preset time period;

determining the utilization rate of busy-hour physical resource blocks of each adjacent cell after sharing the service of the target cell in each preset time period;

if the utilization rate of the busy-time physical resource blocks after each adjacent cell bears the target cell service in a certain time period is smaller than a second preset utilization rate threshold, determining the network load condition of the adjacent cell as the network load meeting the shutdown condition of the target cell;

and if the utilization rate of the busy-time physical resource blocks after each adjacent cell bears the target cell service in a certain time period is not all smaller than a second preset utilization rate threshold, determining that the network load condition of the adjacent cell is the network load which does not meet the shutdown condition of the target cell.

Further, the method for determining whether the target cell shuts down the 4G/5G network in each preset time period according to the network coverage condition and the network load condition includes:

if the target cell is covered by the network of the adjacent cell in a certain preset time period and the network load condition is the network load meeting the shutdown condition of the target cell, determining that the target cell shuts down the 4G/5G network;

and if the target cell is not covered by the network of the adjacent cell in a certain preset time period and/or the network load condition is the network load which does not meet the shutdown condition of the target cell, determining that the target cell continues to start the 4G/5G network.

Further, according to the method described above, if the target cell does not use the 4G/5G network, the method further includes:

determining whether data service flow data exist in the target cell in each preset time period of the duration;

if the data service flow data does not exist in a certain preset time period of the duration, determining that the target cell shuts down the 4G/5G network;

and if the data service flow data exist in a certain preset time period of the duration, determining that the target cell continues to start the 4G/5G network.

Further, the method as described above, after determining that the target cell shuts down the 4G/5G network, further includes:

and sending a shutdown instruction to network equipment corresponding to the target cell, wherein the shutdown instruction comprises the identifier of the target cell and a shutdown time period, so that the network equipment shuts down the 4G/5G network of the target cell.

In a second aspect, an embodiment of the present invention provides a cell mobile network control apparatus, including:

the determining module is used for determining the use condition of the 4G/5G network of the target cell;

a judging module, configured to judge whether the target cell is a light-load cell if the target cell uses a 4G/5G network;

the determination module is further to:

if the target cell is determined to be a light-load cell, determining the network coverage condition of the target cell by the adjacent cell and the network load condition of the target cell or the adjacent cell in each preset time period; and determining whether the target cell shuts down the 4G/5G network in each preset time period according to the network coverage condition and the network load condition.

Further, in the apparatus as described above, the determining module, when determining the network coverage condition of the target cell by the neighboring cell and the network load condition of the target cell or the neighboring cell in each preset time period, is specifically configured to:

determining a type of the target cell; if the target cell is a capacity layer cell, determining the network coverage condition and the network load condition of the target cell; and if the target cell is the overlay cell, determining the network coverage condition and the network load condition of the adjacent cell.

Further, the apparatus as described above, the determining module comprising:

the first acquisition submodule is used for acquiring the minimization drive test data of each user terminal to be selected in each preset time period in a target cell and an adjacent cell in the same sector;

and the first determining submodule is used for determining whether the target cell is covered by the network of the adjacent cell in each preset time period according to the MDT data.

Further, in the apparatus as described above, the first determining submodule is specifically configured to:

screening out target user terminals with reference signal receiving power larger than a preset power threshold value according to the MDT data; acquiring the position information of a target user terminal in each preset time period and the network coverage area of an adjacent cell in the same sector; judging whether the position information is in the network coverage area in each preset time period; if it is determined that the certain preset time period is in the network coverage area, determining that the target cell is covered by the network of the adjacent cell in the preset time period; and if the fact that the target cell is not covered by the network of the adjacent cell in the preset time period is determined to be not in the network coverage area in the preset time period.

Further, the apparatus as described above, the determining module comprising:

the second obtaining submodule is used for obtaining the utilization rate of busy hour physical resource blocks of each preset time period in the duration of the target cell;

a second determining submodule, configured to determine that the network load condition of the target cell is a network load meeting a shutdown condition of the target cell if a sum of utilization rates of physical resource blocks in a busy time within a certain preset time period within a duration is smaller than a first preset utilization rate threshold; and if the sum of the utilization rates of the physical resource blocks in busy time of a certain preset time period in the duration is greater than or equal to a first preset utilization rate threshold, determining that the network load condition of the target cell is the network load which does not meet the shutdown condition of the target cell.

Further, the apparatus as described above, the determining module comprising:

the third acquisition submodule is used for acquiring the minimization of drive test data of each user terminal to be selected in the target cell in each preset time period;

a third determining submodule, configured to determine, according to the minimization of drive test data, reference signal received power of each user terminal to be selected in a strongest neighbor cell corresponding to the target cell in each preset time period; if the received power of each reference signal in a certain preset time period is greater than a preset power threshold, determining that the target cell is covered by the network of the adjacent cell in the preset time period; and if the received power of each reference signal in a certain preset time period is not all larger than a preset power threshold, determining that the target cell is not covered by the network of the adjacent cell in the preset time period.

Further, the apparatus as described above, the determining module comprising:

the fourth obtaining submodule is used for obtaining the utilization rate of the physical resource blocks of each adjacent cell of the target cell in busy hours of each preset time period;

a fourth determining submodule, configured to determine a utilization rate of a busy-time physical resource block after each neighboring cell shares a service of the target cell in each preset time period; if the utilization rate of the busy-time physical resource blocks after each adjacent cell bears the target cell service in a certain time period is smaller than a second preset utilization rate threshold, determining the network load condition of the adjacent cell as the network load meeting the shutdown condition of the target cell; and if the utilization rate of the busy-time physical resource blocks after each adjacent cell bears the target cell service in a certain time period is not all smaller than a second preset utilization rate threshold, determining that the network load condition of the adjacent cell is the network load which does not meet the shutdown condition of the target cell.

Further, in the apparatus described above, the determining module is further configured to:

if the target cell is covered by the network of the adjacent cell in a certain preset time period and the network load condition is the network load meeting the shutdown condition of the target cell, determining that the target cell shuts down the 4G/5G network; and if the target cell is not covered by the network of the adjacent cell in a certain preset time period and/or the network load condition is the network load which does not meet the shutdown condition of the target cell, determining that the target cell continues to start the 4G/5G network.

determining whether data service flow data exist in the target cell in each preset time period of the duration; if the data service flow data does not exist in a certain preset time period of the duration, determining that the target cell shuts down the 4G/5G network; and if the data service flow data exist in a certain preset time period of the duration, determining that the target cell continues to start the 4G/5G network.

Further, the apparatus as described above, further comprising:

the sending module is used for sending a shutdown instruction to network equipment corresponding to a target cell, wherein the shutdown instruction comprises an identifier of the target cell and a shutdown time period, so that the network equipment shuts down a 4G/5G network of the target cell.

In a third aspect, an embodiment of the present invention provides an electronic device, including:

a memory, a processor, and a transceiver;

the memory stores computer-executable instructions; the transceiver is used for sending a shutdown instruction to the network equipment corresponding to the target cell;

the at least one processor executing the computer-executable instructions stored by the memory causes the at least one processor to perform the method of the first aspect.

In a fourth aspect, an embodiment of the present invention provides a computer-readable storage medium, on which a computer program is stored, where the computer program is executed by a processor to implement the method according to the first aspect.

The embodiment of the invention provides a cell mobile network control method, a device, equipment and a storage medium, wherein the 4G/5G network use condition of a target cell is determined, whether the target cell is a light-load cell is judged, if the target cell is the light-load cell, the network coverage condition of the target cell by an adjacent cell and the network load condition of the target cell or the adjacent cell in each preset time period are determined, and whether the 4G/5G network is shut down in each preset time period is determined according to the network coverage condition and the network load condition. The method comprises the steps of judging whether a target cell meets a 4G/5G network shutdown condition or not according to two conditions of network coverage and network load on the premise of determining that the target cell is a light-load cell, and shutting down the 4G/5G network of the target cell if the target cell meets the 4G/5G network shutdown condition. In addition, by adopting the cell mobile network control method, the cells needing to shut down the mobile communication network in the real situation can be all shut down, thereby reducing the operation cost of the mobile communication network and avoiding the waste of energy.

It should be understood that what is described in the summary above is not intended to limit key or critical features of embodiments of the invention, nor is it intended to limit the scope of the invention. Other features of the present invention will become apparent from the following description.

Drawings

In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly introduced below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without creative efforts.

Fig. 1 is a schematic diagram of a network architecture on which the present invention is based;

fig. 2 is a flowchart of a cell mobile network control method according to an embodiment of the present invention;

fig. 3 is a flowchart of a cell mobile network control method according to a second embodiment of the present invention;

fig. 4 is a schematic diagram of geographical location information provided in the second embodiment of the present invention;

fig. 5 is a flowchart of a cell mobile network control method according to a third embodiment of the present invention;

fig. 6a is a flowchart of a cell mobile network control method according to a fourth embodiment of the present invention;

fig. 6b is a flowchart of a cell mobile network control method according to a fourth embodiment of the present invention;

fig. 7 is a schematic structural diagram of a cell mobile network control apparatus according to an embodiment of the present invention;

fig. 8 is a schematic structural diagram of an electronic device according to an embodiment of the present invention.

Detailed Description

Embodiments of the present invention will be described in more detail below with reference to the accompanying drawings. While certain embodiments of the present invention are shown in the drawings, it should be understood that the present invention may be embodied in various forms and should not be construed as limited to the embodiments set forth herein, but rather are provided for a more thorough and complete understanding of the present invention. It should be understood that the drawings and the embodiments of the present invention are illustrative only and are not intended to limit the scope of the present invention.

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

With the development of the times, the application of mobile communication networks is more and more extensive. However, the operation cost of continuously turning on the mobile communication network for a long time is high, and energy is wasted. In the prior art, a mode of screening cells in a low telephone traffic time period in the morning for network shutdown is generally adopted to reduce the operation cost. However, with the above-mentioned cell network shutdown method, there are few cells satisfying the conditions, and the perception of the current network users is adversely affected.

In order to solve the technical problem that the perception of the current network user is adversely affected after the cell network is shut down, the inventor finds, through research, that the cell with the network coverage condition and the network load condition both meeting the shut-down condition can be selected to shut down the 4G/5G network in the light-load cell, so that the perception of the user can be ensured to the greatest extent, and the technical problem that the perception of the current network user is adversely affected after the cell network is shut down is effectively solved. In addition, by adopting the cell mobile network control method, the cells needing to shut down the mobile communication network in the real situation can be all shut down, thereby reducing the operation cost of the mobile communication network and avoiding the waste of energy.

Fig. 1 is a schematic diagram of a network architecture based on an embodiment of the present invention, and as shown in fig. 1, the network structure shown in fig. 1 may specifically include a server 1 and a network device 2, where the server 1 is provided with a cell mobile network control device.

The server 1 may be a big data platform server, and the cell mobile network control device may be a device, which is mounted in the big data platform server and is configured to determine whether to shut down the 4G/5G network of the target cell in a preset time period according to the use condition of the 4G/5G network of the target cell, the network coverage condition, and the network load condition.

The network device 2 may specifically be a network device corresponding to the target cell, and may specifically be configured to provide a 4G/5G network for the target cell. The network equipment can receive a shutdown instruction sent by the cell mobile network control device and shut down the 4G/5G network of the target cell according to the instruction.

Example one

Fig. 2 is a flowchart of a cell mobile network control method according to an embodiment of the present invention, and as shown in fig. 2, the cell mobile network control method according to the embodiment includes the following steps:

step 101, determining the 4G/5G network use condition of the target cell.

The execution main body of the cell mobility network control method provided in the present embodiment is the cell mobility network control device, and the cell mobility network control device may be installed in a large data platform server.

In the present embodiment, since users in different cells have different needs for using the 4G/5G network, there may be a cell using the 4G/5G network and a cell not using the 4G/5G network. The shutdown conditions of the two cells are different, so in order to accurately judge whether the target cell meets the shutdown conditions, the cell mobile network control device needs to determine the service condition of the 4G/5G network of the target cell.

Specifically, the 4G/5G network usage of the target cell can be determined by the data traffic data of the target cell. That is, if the cell mobile network control device determines that the data traffic data exists in the target cell, it indicates that the target cell is a cell using a 4G/5G network. If the cell mobile network control device determines that the target cell does not have the data service flow data, the target cell is the cell which does not use the 4G/5G network.

And 102, if the target cell uses a 4G/5G network, judging whether the target cell is a light-load cell.

In this embodiment, in order to reduce the number and range of users affected by the 4G/5G network shutdown, it is necessary to select a light-load cell to perform the 4G/5G network shutdown. Specifically, after determining that the target cell uses the 4G/5G network, the cell mobile network control apparatus may determine whether the target cell is a lightly loaded cell by using any one of determination methods according to the number of users of the radio resource control in the target cell, which is not limited in this embodiment.

For example, after determining that the target cell uses the 4G/5G network, the cell mobile network controller may count the average number of users of radio resource control in a preset time period of the target cell, and if the average number of users of radio resource control in the same preset time period for 30 consecutive days of the target cell is less than 20, determine that the cell is a light-load cell.

The preset time period may be 15 minutes, half an hour, 1 hour, or other suitable time periods, which is not limited in this embodiment.

And 103, if the target cell is determined to be a light-load cell, determining the network coverage condition of the target cell by the adjacent cell and the network load condition of the target cell or the adjacent cell in each preset time period.

In this embodiment, in order to avoid that the network coverage of the peripheral area of the target cell is affected after the 4G/5G network of the target cell is shut down, and the network load of the peripheral cell is obviously increased, it is necessary to determine the network coverage condition of the target cell by the neighboring cell and the network load condition of the target cell or the neighboring cell.

Specifically, after determining that the target cell is a light-load cell, the cell mobile network control device may determine, according to the measurement report sample data of the target cell, a network coverage condition of the target cell by an adjacent cell in each preset time period, and determine, according to the statistical data of the utilization rate of the physical resource blocks in the busy cell, a network load condition of the target cell or the adjacent cell.

It should be noted that, when determining the network coverage condition of the target cell by the neighboring cell and the network load condition of the target cell or the neighboring cell in each preset time period, the type of the target cell needs to be determined; if the target cell is a capacity layer cell, determining the network coverage condition and the network load condition of the target cell; and if the target cell is the overlay cell, determining the network coverage condition and the network load condition of the adjacent cell.

And 104, determining whether the target cell shuts down the 4G/5G network in each preset time period according to the network coverage condition and the network load condition.

In this embodiment, after determining whether the network coverage condition of the target cell by the neighboring cell and the network load condition of the target cell or the neighboring cell satisfy the shutdown condition in each preset time period, the cell mobile network control device shuts down the 4G/5G network for the target cell in the preset time period if the shutdown condition is satisfied, and does not shut down the 4G/5G network for the target cell in the preset time period if the shutdown condition is not satisfied.

The cell mobile network control method provided in this embodiment determines, by determining a service condition of a 4G/5G network of a target cell, and determining whether the target cell is a light-load cell, and if the target cell is the light-load cell, determining a network coverage condition of the target cell by an adjacent cell and a network load condition of the target cell or the adjacent cell in each preset time period, and determining whether the 4G/5G network is turned off in each preset time period according to the network coverage condition and the network load condition. Because the network coverage condition and the network load condition can truly reflect the use condition of the user to the mobile network, the target cell is determined to meet the 4G/5G network shutdown condition aiming at the two conditions, the user perception can be ensured to the maximum extent after shutdown, and the technical problem that the perception of the current network user is adversely affected after the cell network is shutdown is effectively solved. In addition, by adopting the cell mobile network control method, the cells needing to shut down the mobile communication network in the real situation can be all shut down, thereby reducing the operation cost of the mobile communication network and avoiding the waste of energy.

Example two

Fig. 3 is a flowchart of a cell mobile network control method according to a second embodiment of the present invention, and as shown in fig. 3, the cell mobile network control method according to this embodiment is a further refinement of "if the target cell is a capacity layer cell, the network coverage and the network load of the target cell" in step 103, and the cell mobile network control method according to this embodiment includes the following steps:

step 201, obtaining the minimization of drive test data of each user terminal to be selected in the target cell and the adjacent cell in the same sector in each preset time period.

The execution subject of the cell mobility network control method according to the present embodiment is the cell mobility network control device, and the cell mobility network control device is installed in the big data platform server.

In this embodiment, since the azimuth angle, the downtilt angle, the antenna height, and other parameters of the network device corresponding to different cells in different sectors are not completely consistent, and the coverage ranges are different due to different frequency bands and different signal attenuation degrees, the shutdown of the 4G/5G network in which the target cell is the capacity layer cell first needs to determine whether the coverage of the user network in the target cell is affected after the shutdown.

Therefore, in order to determine the network coverage condition of the target cell, the cell mobile network control device may first obtain the minimization of drive test data of each preset time period of each user terminal to be selected in the target cell and the neighboring cell of the same sector, and specifically, the minimization of drive test data may include longitude and latitude information in a measurement report reported by each user terminal to be selected.

Step 202, determining whether the target cell is covered by the network of the neighboring cell in each preset time period according to the minimization of drive test data.

In this embodiment, after the cell mobile network control apparatus obtains the minimization of drive test data of each preset time period of the target cell and each user terminal to be selected in the neighboring cell of the same sector, it needs to determine whether the target cell is covered by the network of the neighboring cell in each preset time period according to the data, and if the target cell is covered by the network of the neighboring cell in a certain preset time period, the network coverage of the user in the target cell will not be affected after the 4G/5G network of the target cell is shut down.

And 203, acquiring the utilization rate of the busy hour physical resource block of the target cell in each preset time period within the duration.

In this embodiment, in order to avoid the situation that after the 4G/5G network of the target cell is shut down, users and services originally covered by the target cell are absorbed by the neighboring cells, so that the network load of the neighboring cells increases, the network rate decreases, and the user perception is further affected. Therefore, shutting down the 4G/5G network whose target cell is the capacity layer cell requires determining not only the network coverage condition of the target cell but also the network load condition of the target cell.

Therefore, in order to determine the network load condition of the target cell, the cell mobile network control device may first obtain the busy-time physical resource block utilization rate of the target cell in each preset time period within the duration, and specifically, the busy-time physical resource block utilization rate of the target cell may be used to determine whether the network load of the neighboring cell is significantly increased after the 4G/5G network of the target cell is shut down.

Wherein, the duration can be 1 month, or two months, etc.

In this embodiment, when acquiring the busy hour physical resource block utilization rate of each preset time period in the duration of the target cell, specifically, the method may be: the cell mobile network control device can obtain the busy hour physical resource block utilization rate statistical data of the granularity of 15 minutes continuously in one month of the target cell from the big data platform server.

And 204, if the sum of the utilization rates of the physical resource blocks in busy time of a certain preset time period in the duration is less than a first preset utilization rate threshold, determining that the network load condition of the target cell is the network load meeting the shutdown condition of the target cell.

In this embodiment, if the cell mobile network control apparatus determines that the sum of the utilization rates of the physical resource blocks when a certain preset time period is busy within the duration is less than a first preset utilization rate threshold, specifically, if the first preset utilization rate threshold may be 50%, it indicates that the target cell rarely uses a 4G/5G network within the preset time period, and after the 4G/5G network of the target cell is shut down, the network load of the neighboring cell is not significantly increased, that is, it is determined that the network load condition of the target cell is the network load meeting the shut-down condition of the target cell.

For example, the cell mobile network control device may obtain statistical data of the utilization rates of busy-hour physical resource blocks with a granularity of 15 minutes for one month continuously, sum the utilization rates of the busy-hour physical resource blocks of the target cell by taking the granularity of 15 minutes as a unit, and if the sum of the utilization rates of the busy-hour physical resource blocks lasting for one month is lower than 50% in a certain 15-minute period, determine that the network load of the target cell does not cause significant increase of the network load of the neighboring cell after the target cell is shut down in the acquisition period, i.e., determine that the network load condition of the target cell is the network load meeting the shut-down condition of the target cell.

Step 205, if the sum of the utilization rates of the physical resource blocks in busy time of a certain preset time period within the duration is greater than or equal to a first preset utilization rate threshold, determining that the network load condition of the target cell is the network load which does not meet the shutdown condition of the target cell.

In this embodiment, if the cell mobile network control apparatus determines that the sum of the utilization rates of the physical resource blocks when a certain preset time period is busy within the duration is greater than or equal to the first preset utilization threshold, it indicates that the target cell uses more 4G/5G networks within the preset time period, and after the 4G/5G network of the target cell is shut down, the network load of the neighboring cell is significantly increased, that is, it is determined that the network load condition of the target cell is the network load that does not satisfy the shut-down condition of the target cell.

The method for controlling a cell mobile network according to this embodiment obtains minimization drive test data of a target cell and each user terminal to be selected in an adjacent cell of the same sector in each preset time period, determines whether the target cell is covered by a network of the adjacent cell in each preset time period according to the minimization drive test data, obtains a busy-time physical resource block utilization rate of the target cell in each preset time period within a duration, determines a network load condition of the target cell according to the utilization rate, determines whether the target cell satisfies a 4G/5G network shutdown condition from two conditions of the network coverage and the network load of the target cell, fully considers a working parameter condition of a capacity layer cell network device, and the minimization drive test data can accurately reflect a network coverage condition of the target cell by the adjacent cell, and the network load condition of the target cell can also be accurately reflected by the utilization rate of the physical resource block in the busy time, therefore, the determined network coverage condition and network load condition of the target cell can be more accurate, and the cell needing to shut down the mobile communication network in a real condition can be shut down more accurately.

On the basis of the second embodiment of the cell mobile network control method in the present invention, in order to further describe the cell mobile network control method, optionally, the step 202 specifically includes: screening out target user terminals with reference signal receiving power larger than a preset power threshold value according to the MDT data; acquiring the position information of a target user terminal in each preset time period and the network coverage area of an adjacent cell in the same sector; judging whether the position information is in the network coverage area in each preset time period; if it is determined that the certain preset time period is in the network coverage area, determining that the target cell is covered by the network of the adjacent cell in the preset time period; and if the fact that the target cell is not covered by the network of the adjacent cell in the preset time period is determined to be not in the network coverage area in the preset time period.

In this embodiment, in order to determine whether the coverage of the user network in the target cell is affected after the 4G/5G network in which the target cell is the capacity layer cell is shut down, the cell mobile network control device may first screen out the target user terminal whose reference signal received power is greater than the preset power threshold from the minimization of drive test data, and specifically, the preset power threshold may be-110 dBm.

Next, the cell mobile network control device may obtain the location information of the target user terminal in each preset time period and the network coverage area of the neighboring cell in the same sector, and determine whether the location information of the target user terminal in each preset time period is in the network coverage area of the neighboring cell in the same sector.

If the position information of the target user terminal in a certain preset time period is determined to be in the network coverage area of the adjacent cell in the same sector, determining that the target cell in the preset time period is covered by the network of the adjacent cell, and correspondingly, the 4G/5G network of the target cell is shut down without influencing the user network coverage under the target cell; if the position information of the target user terminal in a certain preset time period is determined not to be in the network coverage area of the adjacent cell in the same sector, the target cell in the preset time period is determined not to be covered by the network of the adjacent cell, and correspondingly, the network coverage of the user in the target cell is influenced after the 4G/5G network of the target cell is shut down.

For example, fig. 4 is a schematic diagram of geographic location information provided in a second embodiment of the present invention, and as shown in fig. 4, the schematic diagram of geographic location information provided in this embodiment is obtained by geographically aggregating, by the desktop geographic information system software in the above embodiment, location information of target user terminals in each preset time period. Specifically, the desktop geographic information system software geographically converges the location information of the target user terminal in each preset time period by using a 5m × 5m grid as a unit, and a convergence result shows that grids of the location information of the target user terminal are all in the network coverage area of the neighboring cell of the same sector, which indicates that the 4G/5G network of the target cell is shut down and then does not affect the user network coverage of the target cell.

In the cell mobile network control method provided by this embodiment, the target user terminal with the reference signal received power greater than the preset power threshold is screened out through the minimization of drive test data, the location information of the target user terminal in each preset time period and the network coverage area of the neighboring cell in the same sector are obtained, and it is determined whether the location information is in the network coverage area in each preset time period, because the target user terminal with the reference signal received power greater than-110 dBm is a user terminal in a non-weak coverage area, the location information of the target user terminal can be aggregated geographically, and then the network coverage condition of the target cell can be accurately determined, so that the cell in which the mobile communication network needs to be shut down in the real condition can be more accurately determined.

EXAMPLE III

Fig. 5 is a flowchart of a cell mobile network control method according to a third embodiment of the present invention, and as shown in fig. 5, the cell mobile network control method according to this embodiment is a further refinement of "if the target cell is an overlay cell, the network coverage condition and the network load condition of the neighboring cell" in step 103, where the cell mobile network control method according to this embodiment includes the following steps:

step 301, obtaining the minimization of drive test data of each user terminal to be selected in the target cell in each preset time period.

In this embodiment, in order to determine the network coverage condition of the target cell, the cell mobile network control device may first obtain minimization drive test data of each user terminal to be selected in the target cell in each preset time period, and specifically, the minimization drive test data may include latitude and longitude information in a measurement report reported by each user terminal to be selected.

In this embodiment, when obtaining the minimization of drive test data of each user terminal to be selected in the target cell in each preset time period, the cell mobile network control device may extract measurement report sample data of the target cell from the big data platform server, where the measurement report sample data includes the minimization of drive test data of each user terminal to be selected in each preset time period.

Step 302, determining the reference signal receiving power of each user terminal to be selected in the strongest neighbor cell corresponding to the target cell in each preset time period according to the minimization of drive test data.

In this embodiment, in order to determine whether the coverage of the user network in the target cell is affected after the 4G/5G network in which the target cell is the overlay cell is shut down, the cell mobile network control device may first determine, according to the minimization of drive test data, the reference signal received power of each to-be-selected user terminal in the strongest neighbor cell corresponding to the target cell in each preset time period.

In this embodiment, when determining the reference signal receiving power of each user terminal to be selected in the strongest neighboring cell corresponding to the target cell in each preset time period according to the minimization of drive test data, the cell mobile network control device may find the identification information of the strongest neighboring cell corresponding to the target cell from the minimization of drive test data, so as to find the reference signal receiving power of each user terminal to be selected having the identification information in each preset time period.

Step 303, if the received power of each reference signal in a certain preset time period is greater than a preset power threshold, it is determined that the target cell is covered by the network of the neighboring cell in the preset time period.

In this embodiment, the cell mobile network controller screens out, from the minimization of drive test data, a target ue whose reference signal received power is greater than a preset power threshold in each preset time period, where the preset power threshold may be-110 dBm. And if the received power of each reference signal in a certain preset time period is greater than-110 dBm, determining that the target cell is covered by the network of the adjacent cell in the preset time period.

Step 304, if the received power of each reference signal in a certain preset time period is not all greater than a preset power threshold, determining that the target cell in the preset time period is not covered by the network of the neighboring cell.

In this embodiment, if the cell mobile network controller determines that the received power of each reference signal in a certain preset time period is not greater than the preset power threshold, that is, -110dBm, it is determined that the target cell in the preset time period is not covered by the network of the neighboring cell.

And 305, acquiring the utilization rate of the physical resource blocks of each adjacent cell of the target cell in busy hours of each preset time period.

In this embodiment, in order to avoid the situation that after the 4G/5G network of the target cell is shut down, the users and services originally covered by the target cell are absorbed by each neighboring cell, which causes the network load of each neighboring cell to increase, which causes the network rate to decrease, thereby affecting the user perception. Therefore, shutting down the 4G/5G network whose target cell is the overlay cell requires determining not only the network coverage of the target cell but also the network load of each neighboring cell.

Therefore, in order to determine the network load condition of each neighboring cell of the target cell, the cell mobile network control device may first obtain the busy-time physical resource block utilization rate of each neighboring cell of the target cell in each preset time period, and specifically, the busy-time physical resource block utilization rate of the cell may be used to determine whether the network load of the neighboring cell is significantly increased after the 4G/5G network of the target cell is shut down.

Step 306, determining the utilization rate of the busy hour physical resource blocks of each adjacent cell after sharing the service of the target cell in each preset time period.

In this embodiment, in order to determine the network load situation after each neighboring cell of the target cell shares the service of the target cell, the cell mobile network control device may determine the utilization rate of the physical resource blocks in busy time after each neighboring cell shares the service of the target cell in each preset time period.

Specifically, the utilization rate of the busy-hour physical resource block after the neighboring cells share the target cell service in each preset time period can be determined by the following formula: and δ (%) - ((α + β)/β), where α is the number of users to be selected of each neighboring cell absorbing the target cell, β is the number of users to be selected of each neighboring cell itself, χ is the busy-time physical resource block utilization rate of each neighboring cell in each preset time period, and δ is the busy-time physical resource block utilization rate of each neighboring cell after sharing the service of the target cell in each preset time period.

Step 307, if the utilization rates of the busy-time physical resource blocks after each neighboring cell bears the service of the target cell in a certain time period are all smaller than a second preset utilization rate threshold, determining that the network load condition of the neighboring cell is the network load meeting the shutdown condition of the target cell.

In this embodiment, if the cell mobile network control apparatus determines that the utilization rates of the busy-time physical resource blocks after each neighboring cell shares the target cell service in a certain time period are all smaller than a second preset utilization rate threshold, specifically, the second preset utilization rate threshold may be 60%, which indicates that after the 4G/5G network of the target cell is shut down, the network load of the neighboring cell is not significantly increased, that is, it is determined that the network load condition of the target cell is the network load meeting the shut-down condition of the target cell.

Step 308, if the utilization rate of the busy-time physical resource blocks after each neighboring cell bears the service of the target cell in a certain time period is not all less than a second preset utilization rate threshold, determining that the network load condition of the neighboring cell is the network load which does not meet the shutdown condition of the target cell.

In this embodiment, if the cell mobile network control apparatus determines that the utilization rates of the busy-time physical resource blocks after each neighboring cell shares the service of the target cell in a certain time period are not all smaller than the second preset utilization rate threshold, specifically, the second preset utilization rate threshold may be 60%, which indicates that after the 4G/5G network of the target cell is shut down, the network load of the neighboring cell is significantly increased, that is, it is determined that the network load condition of the target cell is the network load that does not satisfy the shut-down condition of the target cell.

In the cell mobile network control method provided in this embodiment, minimization drive test data of each to-be-selected user terminal in the target cell in each preset time period is obtained, reference signal receiving power of each to-be-selected user terminal in the strongest neighbor cell corresponding to the target cell in each preset time period is determined according to the minimization drive test data, and if the reference signal receiving power in a certain preset time period is greater than a preset power threshold, it is determined that the target cell in the preset time period is covered by the network of the neighbor cell. Determining the busy hour physical resource block utilization rate of each adjacent cell after sharing the target cell service in each preset time period by acquiring the busy hour physical resource block utilization rate of each adjacent cell in each preset time period, determining the network load condition of each adjacent cell of the target cell after the target cell bears the service of the target cell according to the utilization rate, judging whether the target cell meets the 4G/5G network shutdown condition or not according to the network coverage of the target cell and the network load of each adjacent cell of the target cell, since the minimization of drive test data can accurately reflect the network coverage condition of the target cell by the neighbor cell, and the utilization rate of the physical resource blocks in busy hour can accurately reflect the network load condition of each adjacent cell after the adjacent cell carries the service of the target cell, the network coverage situation and the network load situation of the target cell can be determined more accurately, and then the cell needing to shut down the mobile communication network can be shut down more accurately in real conditions.

Example four

Fig. 6a is a flowchart of a cell mobile network control method according to a fourth embodiment of the present invention, and as shown in fig. 6a, the cell mobile network control method according to this embodiment is, on the basis of the first embodiment of the cell mobile network control method according to the present invention, if the target cell does not use a 4G/5G network, the method further includes the following steps:

step 401, determining whether the target cell has data service flow data in each preset time period of the duration.

In the present embodiment, since users of different cells have different needs for using the 4G/5G network, there may be cells that do not use the 4G/5G network. Therefore, in order to accurately determine whether the target cell satisfies the shutdown condition, the cell mobile network control apparatus first needs to determine the 4G/5G network usage of the target cell.

Specifically, the cell mobile network control device may determine the 4G/5G network usage of the target cell by determining whether the target cell has data traffic data in each preset time period of the duration.

Step 402, if it is determined that no data service flow data exists in a certain preset time period of the duration, determining that the target cell shuts down the 4G/5G network.

In this embodiment, specifically, if the cell mobile network control apparatus determines that the target cell does not have data service traffic data in a certain preset time period of the duration, which indicates that the 4G/5G network is not used in the preset time period of the duration, it determines that the target cell meets the condition of shutting down the 4G/5G network, and may shut down the 4G/5G network of the target cell.

Step 403, if it is determined that data service traffic data exists in a certain preset time period of the duration, it is determined that the target cell continues to start the 4G/5G network.

In this embodiment, specifically, if the cell mobile network control apparatus determines that data service traffic data exists in the target cell within a certain preset time period of the duration, it indicates that 4G/5G is used within the preset time period of the duration, and determines that the target cell does not satisfy the condition of shutting down the 4G/5G network, and needs to continue to start up the 4G/5G network of the target cell.

Fig. 6b is a flowchart of a cell mobile network control method according to a fourth embodiment of the present invention, and as shown in fig. 6a, the cell mobile network control method according to this embodiment is, on the basis of the first embodiment of the cell mobile network control method according to the present invention, that if the target cell uses a 4G/5G network, the determining whether the target cell shuts down the 4G/5G network in each preset time period according to the network coverage condition and the network load condition specifically includes the following steps:

step 501, if a target cell is covered by a network of an adjacent cell in a certain preset time period and the network load condition is the network load meeting the shutdown condition of the target cell, determining that the target cell shuts down the 4G/5G network.

In the present embodiment, for a target cell using a 4G/5G network, it is necessary to determine whether the target cell satisfies a 4G/5G network shutdown condition from both network coverage and network load. Specifically, if the cell mobile network control device determines that the target cell is covered by the network of the neighboring cell in a certain preset time period and the network load condition is the network load meeting the shutdown condition of the target cell, it determines that the target cell shuts down the 4G/5G network.

Step 502, if the target cell is not covered by the network of the neighboring cell in a certain preset time period and/or the network load condition is the network load which does not meet the shutdown condition of the target cell, determining that the target cell continues to start the 4G/5G network.

In this embodiment, specifically, if the cell mobile network control apparatus determines that the target cell is not covered by the network of the neighboring cell for a certain preset time period and/or the network load condition is the network load that does not satisfy the target cell shutdown condition, it determines that the target cell continues to start the 4G/5G network.

Further, after determining that the target cell shuts down the 4G/5G network, the method further includes: and sending a shutdown instruction to network equipment corresponding to the target cell, wherein the shutdown instruction comprises the identifier of the target cell and a shutdown time period, so that the network equipment shuts down the 4G/5G network of the target cell.

In this embodiment, in order to enable the target cell to successfully implement the 4G/5G network shutdown, the cell mobile network control apparatus may send a shutdown instruction to the network device corresponding to the target cell, where specifically, the shutdown instruction includes an identifier of the target cell and a shutdown time period, so that the network device corresponding to the target cell can shutdown the 4G/5G network of the target cell.

In the cell mobile network control method provided in this embodiment, whether the target cell shuts down the 4G/5G network is determined by determining whether data service traffic data exists in the target cell in each preset time period of the duration. For a target cell using a 4G/5G network, determining whether the target cell shuts down the 4G/5G network by judging whether the target cell is covered by a network of a neighboring cell within a certain preset time period and whether the network load condition meets the network load of a target cell shutdown condition. And after determining that the target cell shuts down the 4G/5G network, sending a shutdown instruction to the network equipment corresponding to the target cell, so that the network equipment corresponding to the target cell can shut down the 4G/5G network of the target cell. Because the demands of users of the cell using the 4G/5G network and the cell not using the 4G/5G network on the network are different, the 4G/5G network shutdown conditions of different target cells are determined aiming at the two cells, so that the user perception can be ensured to the maximum extent after shutdown is carried out, and the technical problem that the perception of the users of the current network is adversely affected after the cell network is shut down is effectively solved. In addition, the cell which needs to shut down the mobile communication network in the real situation can be accurately shut down by sending the shut-down instruction to the network equipment corresponding to the target cell, so that the operation cost of the mobile communication network is reduced, and the waste of energy is avoided.

EXAMPLE five

Fig. 7 is a schematic structural diagram of a cell mobile network control apparatus according to an embodiment of the present invention, and as shown in fig. 7, the apparatus according to the embodiment includes:

a determining module 601, configured to determine a 4G/5G network usage of a target cell;

a determining module 602, configured to determine whether the target cell is a light-load cell if the target cell uses a 4G/5G network;

the determining module 601 is further configured to:

In an optional embodiment, the determining module 601, when determining the network coverage condition of the target cell by the neighboring cell and the network load condition of the target cell or the neighboring cell in each preset time period, is specifically configured to:

In an optional embodiment, the determining module 601 includes:

In an optional embodiment, the first determining submodule is specifically configured to:

In an optional embodiment, the determining module 601 includes:

In an optional embodiment, the determining module 601 is further configured to:

In an optional embodiment, the apparatus further comprises:

a sending module 603, configured to send a shutdown instruction to a network device corresponding to a target cell, where the shutdown instruction includes an identifier of the target cell and a shutdown time period, so that the network device shuts down a 4G/5G network of the target cell.

The cell mobile network control apparatus provided in this embodiment determines, by determining a service condition of a 4G/5G network of a target cell, and determining whether the target cell is a light-load cell, and if the target cell is the light-load cell, determines a network coverage condition of the target cell by an adjacent cell and a network load condition of the target cell or the adjacent cell in each preset time period, and determines whether the 4G/5G network is turned off in each preset time period according to the network coverage condition and the network load condition. Because the network coverage condition and the network load condition can truly reflect the use condition of the user to the mobile network, the target cell is determined to meet the 4G/5G network shutdown condition aiming at the two conditions, the user perception can be ensured to the maximum extent after shutdown, and the technical problem that the perception of the current network user is adversely affected after the cell network is shutdown is effectively solved. In addition, by adopting the cell mobile network control method, the cells needing to shut down the mobile communication network in the real situation can be all shut down, thereby reducing the operation cost of the mobile communication network and avoiding the waste of energy.

EXAMPLE six

Fig. 8 is a schematic structural diagram of an electronic device according to an embodiment of the present invention, and as shown in fig. 8, the present invention further provides an electronic device 700, including: a memory 701, a processor 702, and a transceiver 703.

The memory 701 stores a program. In particular, the program may include program code comprising computer-executable instructions. The memory 701 may comprise high-speed RAM memory, and may also include non-volatile memory (non-volatile memory), such as at least one disk memory.

A processor 702 for executing the programs stored in the memory 701.

Wherein a computer program is stored in the memory 701 and configured to be executed by the processor 702 to implement the cell mobile network control method provided by any one of the embodiments of the present invention. The related descriptions and effects corresponding to the steps in the drawings can be correspondingly understood, and redundant description is not repeated here.

The transceiver 703 is configured to send a shutdown instruction to a network device corresponding to the target cell.

In this embodiment, the memory 701, the processor 702, and the transceiver 703 are connected by a bus. The bus may be an Industry Standard Architecture (ISA) bus, a Peripheral Component Interconnect (PCI) bus, an Extended ISA (EISA) bus, or the like. 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. 8, but this is not intended to represent only one bus or type of bus.

EXAMPLE seven

The embodiment of the invention also provides a computer readable storage medium, on which a computer program is stored, and the computer program is executed by a processor to implement the cell mobile network control method provided by any embodiment of the invention.

In the embodiments provided in the present invention, it should be understood that the disclosed apparatus and method may be implemented in other ways. For example, the above-described apparatus embodiments are merely illustrative, and for example, a division of modules is merely a division of logical functions, and an actual implementation may have another division, for example, a plurality of modules or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, devices or modules, and may be in an electrical, mechanical or other form.

Modules described as separate parts may or may not be physically separate, and parts displayed as modules may or may not be physical modules, may be located in one place, or may be distributed on a plurality of network modules. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment.

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

Program code for implementing the methods of the present invention may be written in any combination of one or more programming languages. These program codes may be provided to a processor or controller of a general purpose computer, special purpose computer, or other programmable data processing apparatus, such that the program codes, when executed by the processor or controller, cause the functions/operations specified in the flowchart and/or block diagram to be performed. The program code may execute entirely on the machine, partly on the machine, as a stand-alone software package partly on the machine and partly on a remote machine or entirely on the remote machine or server.

In the context of the present invention, a machine-readable medium may be a tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. The machine-readable medium may be a machine-readable signal medium or a machine-readable storage medium. A machine-readable medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. More specific examples of a machine-readable storage medium would include an electrical connection based on one or more wires, a portable computer diskette, 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.

Further, while operations are depicted in a particular order, this should be understood as requiring that such operations be performed in the particular order shown or in sequential order, or that all illustrated operations be performed, to achieve desirable results. Under certain circumstances, multitasking and parallel processing may be advantageous. Likewise, while several specific implementation details are included in the above discussion, these should not be construed as limitations on the scope of the disclosure. Certain features that are described in the context of separate embodiments can also be implemented in combination in a single implementation. Conversely, various features that are described in the context of a single implementation can also be implemented in multiple implementations separately or in any suitable subcombination.

Although the subject matter has been described in language specific to structural features and/or methodological acts, it is to be understood that the subject matter defined in the appended claims is not necessarily limited to the specific features or acts described above. Rather, the specific features and acts described above are disclosed as example forms of implementing the claims.

Claims

1. A method for controlling a cell mobile network, comprising:

determining the use condition of a 4G/5G network of a target cell;

2. The method of claim 1, wherein the determining the network coverage condition of the target cell by the neighboring cell and the network load condition of the target cell or the neighboring cell at each preset time period comprises:

determining a type of the target cell;

3. The method of claim 2, wherein determining the network coverage if the target cell is a capacity layer cell comprises:

4. The method of claim 3, wherein the determining whether the target cell is covered by the network of the neighboring cell at each preset time period according to the MDT data comprises:

5. The method of claim 2, wherein determining the network load condition of the target cell if the target cell is a capacity layer cell comprises:

6. The method of claim 2, wherein determining the network coverage if the target cell is an overlay cell comprises:

7. The method of claim 2, wherein determining the network load condition of the neighboring cell if the target cell is an overlay cell comprises:

8. The method of claim 1, wherein the determining whether the target cell shuts down a 4G/5G network for each preset time period according to the network coverage condition and the network load condition comprises:

9. The method of claim 1, wherein if the target cell does not use a 4G/5G network, the method further comprises:

10. The method according to claim 8 or 9, wherein after determining that the target cell is to shut down a 4G/5G network, further comprising:

11. A cell mobile network control apparatus, comprising:

the determination module is further to:

12. An electronic device, comprising:

a memory, a processor, and a transceiver;

the at least one processor executing the computer-executable instructions stored by the memory causes the at least one processor to perform the method of any one of claims 1-10.

13. A computer-readable storage medium, on which a computer program is stored, which computer program is executable by a processor to implement the method according to any one of claims 1-10.