CN110858983B - Energy-saving control method and device for base station - Google Patents

Energy-saving control method and device for base station Download PDF

Info

Publication number
CN110858983B
CN110858983B CN201810958538.1A CN201810958538A CN110858983B CN 110858983 B CN110858983 B CN 110858983B CN 201810958538 A CN201810958538 A CN 201810958538A CN 110858983 B CN110858983 B CN 110858983B
Authority
CN
China
Prior art keywords
cell
main service
cells
alternative
neighbor
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN201810958538.1A
Other languages
Chinese (zh)
Other versions
CN110858983A (en
Inventor
李国强
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
China Mobile Communications Group Co Ltd
China Mobile Group Shandong Co Ltd
Original Assignee
China Mobile Communications Group Co Ltd
China Mobile Group Shandong Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by China Mobile Communications Group Co Ltd, China Mobile Group Shandong Co Ltd filed Critical China Mobile Communications Group Co Ltd
Priority to CN201810958538.1A priority Critical patent/CN110858983B/en
Publication of CN110858983A publication Critical patent/CN110858983A/en
Application granted granted Critical
Publication of CN110858983B publication Critical patent/CN110858983B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W52/00Power management, e.g. TPC [Transmission Power Control], power saving or power classes
    • H04W52/02Power saving arrangements
    • H04W52/0203Power saving arrangements in the radio access network or backbone network of wireless communication networks
    • H04W52/0206Power saving arrangements in the radio access network or backbone network of wireless communication networks in access points, e.g. base stations
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W24/00Supervisory, monitoring or testing arrangements
    • H04W24/10Scheduling measurement reports ; Arrangements for measurement reports
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D30/00Reducing energy consumption in communication networks
    • Y02D30/70Reducing energy consumption in communication networks in wireless communication networks

Abstract

The embodiment of the invention provides an energy-saving control method and device for a base station, wherein the method comprises the following steps: according to measurement report MR data of the main service cell in a preset period, determining an alternative neighbor cell corresponding to each MR sampling point; acquiring a group of mutually replaceable cells corresponding to the main service cell according to all the candidate neighbor cells; determining target cells in the mutually substitutable cell group according to the traffic volume of the main service cell; if the main service cell is judged to meet the preset condition, the target cell is used for replacing the main service cell, and energy-saving control of a base station serving the main service cell is started. The apparatus performs the above method. The energy-saving control method and the energy-saving control device for the base station, provided by the embodiment of the invention, not only can the energy-saving efficiency of the base station be greatly improved, but also the normal use of the network by the UE user can be ensured.

Description

Energy-saving control method and device for base station
Technical Field
The embodiment of the invention relates to the technical field of base station control, in particular to an energy-saving control method and device of a base station.
Background
With the construction of mobile communication networks, the energy consumption requirements of operators are continuously increasing. Therefore, an effective base station energy saving method is particularly important.
Mobile communication networks have a typical "tidal effect", and in order to achieve better network quality, communication operators deploy multi-level heterogeneous networks according to the maximum demands of users to meet the service demands of the users, wherein the network capacities of the different regions and at different times are very different. Because the communication traffic of the base station is unevenly distributed in different time periods throughout the day, the time period with low traffic is called idle time, the time period with high traffic is called busy time, and when the base station enters idle time, the total traffic of the multi-level heterogeneous network is lower, and unnecessary energy consumption is brought if the normal working state is still maintained. In the prior art, a base station which needs to be subjected to energy-saving control is manually screened, so that the efficiency is low, errors are easily screened, and normal network use of UE users in a cell served by the base station is influenced.
Therefore, how to avoid the above-mentioned drawbacks, to greatly improve the energy-saving efficiency of the base station and to ensure the UE user to use the network normally, is a problem to be solved.
Disclosure of Invention
Aiming at the problems existing in the prior art, the embodiment of the invention provides an energy-saving control method and device for a base station.
In a first aspect, an embodiment of the present invention provides a method for controlling energy saving of a base station, where the method includes:
according to measurement report MR data of the main service cell in a preset period, determining an alternative neighbor cell corresponding to each MR sampling point;
acquiring a group of mutually replaceable cells corresponding to the main service cell according to all the candidate neighbor cells; determining target cells in the mutually substitutable cell group according to the traffic volume of the main service cell;
if the main service cell is judged to meet the preset condition, the target cell is used for replacing the main service cell, and energy-saving control of a base station serving the main service cell is started.
In a second aspect, an embodiment of the present invention provides an energy saving control apparatus for a base station, the apparatus including:
the determining unit is used for determining an alternative neighbor cell corresponding to each MR sampling point according to the measurement report MR data of the main serving cell in a preset period;
an obtaining unit, configured to obtain, according to all the candidate neighbor cells, a group of mutually replaceable cells corresponding to the primary serving cell; determining target cells in the mutually substitutable cell group according to the traffic volume of the main service cell;
and the starting unit is used for replacing the main service cell with the target cell and starting energy-saving control of a base station serving the main service cell if judging that the main service cell meets the preset condition.
In a third aspect, an embodiment of the present invention provides an electronic device, including: a processor, a memory, and a bus, wherein,
the processor and the memory complete communication with each other through the bus;
the memory stores program instructions executable by the processor, the processor invoking the program instructions capable of performing the method of:
according to measurement report MR data of the main service cell in a preset period, determining an alternative neighbor cell corresponding to each MR sampling point;
acquiring a group of mutually replaceable cells corresponding to the main service cell according to all the candidate neighbor cells; determining target cells in the mutually substitutable cell group according to the traffic volume of the main service cell;
if the main service cell is judged to meet the preset condition, the target cell is used for replacing the main service cell, and energy-saving control of a base station serving the main service cell is started.
In a fourth aspect, embodiments of the present invention provide a non-transitory computer readable storage medium comprising:
the non-transitory computer readable storage medium stores computer instructions that cause the computer to perform the method of:
according to measurement report MR data of the main service cell in a preset period, determining an alternative neighbor cell corresponding to each MR sampling point;
acquiring a group of mutually replaceable cells corresponding to the main service cell according to all the candidate neighbor cells; determining target cells in the mutually substitutable cell group according to the traffic volume of the main service cell;
if the main service cell is judged to meet the preset condition, the target cell is used for replacing the main service cell, and energy-saving control of a base station serving the main service cell is started.
According to the energy-saving control method and device for the base station, provided by the embodiment of the invention, the group of mutually replaceable cells corresponding to the main service cell is obtained, if the main service cell meets the preset condition, the target cell is used for replacing the main service cell, and the energy-saving control of the base station serving the main service cell is started, so that the energy-saving efficiency of the base station can be greatly improved, and the normal use of a network by a user of the UE can be ensured.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions of the prior art, the following description will briefly explain the drawings used in the embodiments or the description of the prior art, and it is obvious that the drawings in the following description are some embodiments of the present invention, and other drawings can be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a schematic flow chart of an energy-saving control method of a base station according to an embodiment of the present invention;
fig. 2 is a flowchart of a flow chart of an energy saving control method of a base station according to another embodiment of the present invention;
fig. 3 is a schematic structural diagram of an energy-saving control device of a base station according to an embodiment of the present invention;
fig. 4 is a schematic diagram of an entity structure of an electronic device according to an embodiment of the present invention.
Detailed Description
For the purpose of making the objects, technical solutions and advantages of the embodiments of the present invention more apparent, the technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention, and it is apparent that the described embodiments are some embodiments of the present invention, but not all embodiments of the present invention. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Fig. 1 is a schematic flow chart of an energy-saving control method of a base station according to an embodiment of the present invention, as shown in fig. 1, and the energy-saving control method of a base station according to an embodiment of the present invention includes the following steps:
s101: and determining an alternative neighbor cell corresponding to each MR sampling point according to the measurement report MR data of the main serving cell in the preset period.
Specifically, the device determines an alternative neighbor cell corresponding to each MR sampling point according to measurement report MR data of the main serving cell in a preset period. The apparatus may be a device for controlling a base station, and is not particularly limited. The preset time period can be set independently according to actual conditions, and can be selected to be 1 to 2 points in the morning. The determination of the candidate neighbor cell may be specifically as follows:
acquiring Reference Signal Received Power (RSRP) values of neighbor cells corresponding to each MR sampling point; and taking the neighbor cell corresponding to the RSRP value larger than the preset value as the candidate neighbor cell. The preset value can be set autonomously according to actual conditions, and can be selected to be-110 dBm.
S102: acquiring a group of mutually replaceable cells corresponding to the main service cell according to all the candidate neighbor cells; and determining the target cell in the mutually substitutable cell group according to the traffic volume of the main service cell.
Specifically, the device acquires a group of mutually replaceable cells corresponding to the main service cell according to all the candidate neighbor cells; and determining the target cell in the mutually substitutable cell group according to the traffic volume of the main service cell. The traffic may include a maximum number of terminals, but is not particularly limited, for example, the maximum number of terminals that can be carried by the primary serving cell is 1000, and the target cell needs to be able to carry at least the maximum number of terminals that can be carried by the target cell is 1000.
The acquisition of the group of mutually replaceable cells may be specifically as follows:
acquiring the statistics times of each alternative neighbor cell; selecting the ith alternative neighbor cell with the largest statistics times, and calculating the iMR sampling point number containing the ith alternative neighbor cell; wherein, the initial value of i is 1; adding 1 to the value of i, and continuously executing the step of selecting the i-th alternative neighbor cell with the largest statistics number in the MR sampling point which does not contain the target alternative neighbor cell until a preset termination condition is met, and forming the mutually replaceable cell group by the N finally obtained alternative neighbor cells and the main service cell; and the target candidate neighbor cells are all candidate neighbor cells corresponding to the values from 1 to i-1. The concrete explanation is as follows:
first, define "cell group that can replace each other": if the UE originally carried on the primary serving cell can be carried by other neighboring cells after the primary serving cell is turned off, and the signal quality received by the UE carried by other neighboring cells can meet the service requirement, the "primary serving cell" and the "other neighboring cells carrying the UE thereof after the primary serving cell is turned off" can "form" a group of mutually substituted cells. The method can be expressed as follows:
primary serving cell= [ neighbor cell1, neighbor cell2, neighbor cell 3, …, neighbor cell n ]
By MR data analysis, a "group of mutually replaceable cells" within the network is quickly sought:
there are two known conditions for the current network: (1) The MR data includes RSRP measured values of the main serving cell and a plurality of neighboring cells, and when the signal strength RSRP value is greater than X dBm (the value of X may be defined manually, and in general, X in the 4G network system may be taken as a weak coverage threshold-110 dBm), the value is a threshold that can meet the service requirement of the UE. (2) According to the reselection/handover principle of the UE based on the signal intensity, after the main service cell is closed, the UE can preferentially occupy the neighbor cell with the strongest signal.
Based on the above two known conditions, the MR sampling point is used for analyzing the 'cell group which can replace each other' corresponding to the main service cell, and the specific process is as follows:
(1) And (3) setting the number of all the MR sampling points of a certain main service CELL CELL1 in a preset period to be M, setting the main service CELLs of the sampling points to be CELL1, analyzing the MR sampling point data, and obtaining neighbor CELLs LQmn (the values of M and n are integers which are arbitrarily larger than zero) of which the RSRP corresponding to each MR sampling point is larger than X dBm. The following "sample point level neighbor data" may be formed:
MR sample points 1=lq11, LQ12, LQ13, LQ14, …;
MR sample points 2=lq21, LQ22, LQ23, LQ24, …;
MR sample points 3=lq31, LQ32, LQ33, LQ34, …;
MR sample points m=lqm1, lqm2, lqm3, lqm4, …;
note that: neighboring cells corresponding to the same MR sampling point are different; the neighboring cells corresponding to different MR sampling points may be the same, i.e., LQmn and LQ (m+x) (n+y) may be the same cell or different cells. Wherein x is an integer of 1 or more, and y is an integer of 1 or more.
(2) The statistical calculation is performed on the part on the right side of the equal sign of the expression of the sampling point level neighbor data in the following manner:
in LQmn, counting and calculating the neighbor cell with the largest occurrence number, and setting the neighbor cell as L11; calculating the number of first MR sampling points including the neighbor cell L11, and setting the number as N top1 The method comprises the steps of carrying out a first treatment on the surface of the At the same time, L11 and N top1 And establishing a mapping relation.
In the MR sample points that do not contain the neighbor cell L11, the calculation is performed again: the neighbor cell with the largest occurrence number is set as L12; calculating the number of MR sampling points including the neighbor cell L12, and setting the number as N top2 The method comprises the steps of carrying out a first treatment on the surface of the At the same time, L12 and N top2 And establishing a mapping relation.
In the MR sampling points that do not contain the neighbor cells L11, L12, the calculation is performed again: the neighbor cell with the largest occurrence number is set as L13; calculating the number of MR sampling points including the neighbor cell L13, and setting the number as N top3 The method comprises the steps of carrying out a first treatment on the surface of the At the same time, L13 and N top3 And establishing a mapping relation.
And the like, N times of statistical calculation can obtain neighbor cells L1N and N topN Is a mapping relation of (a) to (b).
When the following condition is satisfied, the calculation ends.
Figure BDA0001773257780000061
Wherein N is topi For the iMR sample point number, N is
Figure BDA0001773257780000062
When the number of the candidate neighbor cells, M is the number of the MR sampling points, Y is a preset expected substitution rate, and represents the service ratio which can be carried by the neighbor cells after the main service cell is closed, and the service ratio can be set autonomously, and can be selected to be 99%.
It should be noted that: because the number of neighbor cells of the main serving cell is limited, a value Z can be defined to achieve rapid convergence, and when N is greater than or equal to Z, the above condition cannot be met, the main serving cell is considered to have no substitution, and the calculation can be ended.
Through the above process, in the case of meeting the above conditions, the method is carried out according to L1N and N topN Can obtain CELL1 and its corresponding "CELL group capable of replacing each other":
CELL1=[L11,L12,L13,…,L1N]
similarly, the above calculation can be performed on all cells in a certain area to obtain all "cell groups that can replace each other":
CELL1=[L11,L12,L13,…,L1N]
CELL2=[L21,L22,L23,…,L2N]
CELL3=[L31,L32,L33,…,L3N]
CELLn=[Ln1,Ln2,Ln3,…,LnN]
where neighbor cells on the right side of the expression on different rows allow the same, e.g. L11 and L32 are likely to be the same neighbor cells.
S103: if the main service cell is judged to meet the preset condition, the target cell is used for replacing the main service cell, and energy-saving control of a base station serving the main service cell is started.
Specifically, if the device determines that the primary service cell meets the preset condition, the device replaces the primary service cell with the target cell, and starts energy-saving control on a base station serving the primary service cell. The target cell may include at least one alternative cell, and the specific steps of the alternative primary serving cell may be as follows:
and if the main service cell is not listed in the non-shutdown cell library in advance and the at least one alternative cell can bear the traffic, replacing the main service cell by the at least one alternative cell. The traffic may be the number of UEs, and is not particularly limited. The method may further comprise:
and if judging that all the alternative cells in the alternative cell group can not bear the traffic, listing the main service cell into the non-shutdown cell library. The traffic cannot be carried for all alternative cells, as exemplified below: for example, a certain primary serving cell a has a total of three alternative cells, none of which as a whole can carry the traffic of the primary serving cell a.
The method may further comprise: the primary serving cell is listed in a library of off-state cells while the primary serving cell is replaced with the at least one alternative cell, and the at least one alternative cell is listed in the library of non-off-state cells.
The energy-saving control of the base station serving the main service cell is started in the following manner:
the device issues an instruction to a cell base station in a 'turn-off cell library', the cell base station turns on an energy-saving switch, a network side issues a reselection/switching instruction to the cell base station, a user is migrated to a corresponding alternative cell, and then the cell enters an energy-saving mode. The energy-saving mode comprises cell shutdown, cell dormancy and the existing intelligent shutdown energy-saving technology, such as base station radio frequency intelligent shutdown, carrier frequency intelligent shutdown, PSU intelligent shutdown, channel intelligent shutdown, symbol intelligent shutdown, MBSFN subframe adjustment shutdown and the like.
The load of the substituted cell can be monitored, if the sudden increase phenomenon of the traffic is found, the cell which has entered the energy-saving mode is restored to the normal working state, namely: and removing the cell from the cell library which can be turned off, and re-listing the cell into the cell library which cannot be turned off.
Fig. 2 is a flow chart of an energy saving control method of a base station according to another embodiment of the present invention, as shown in fig. 2:
step 1: it is determined whether the cell CELLn has been listed in the non-shutdown cell library. If not, executing step 2, otherwise ending.
Step 2: based on the traffic of the cell CELLn, it is determined whether the corresponding substitute cell can carry its traffic if the CELLn cell is turned off. If the load can be carried, executing the step 3; if not, step 4 is performed.
Step 3: CELLn is listed in the shutdown-capable cell library, and its corresponding replacement cells LN1, LN2, LN3, …, LNn are listed in the non-shutdown-capable cell library.
Step 4: CELLn is listed in the non-shutdown cell library.
Through the above process, the set of the turn-off cells in a certain area in the preset time period can be output, and the expression is as follows:
a preset period of time: [ Can shut down cell library ]
The following illustrates the implementation of the embodiments of the present invention by way of more illustrative examples:
a certain area is distributed with 3 macro station CELLs CELLA, CELLB, CELLC and 1 micro station CELL1. Based on historical traffic analysis, 1 to 2 am every day, CELL1, CELLA, CELLB, CELLC traffic is low, and the energy saving algorithm can be considered for this time period.
The method comprises the following steps:
1. cell coverage overlap analysis is performed based on the MR data, outputting "group of mutually replaceable cells".
(1) The number of all MR sampling points in the CELL CELL1 in the time period is 1000, the main service CELLs of the sampling points are CELL1, and the MR sampling point data are analyzed to obtain neighbor CELLs with RSRP (reactive power reduction) corresponding to each MR sampling point being more than X dBm (in the embodiment, X is taken as minus 110 dBm). The following "sample point level neighbor data" for CELL1 may be formed:
MR sample 1 = CELLA;
MR sample point 2 = CELLA;
MR sample 3=cella, CELLC;
MR sample 4 = null;
MR sample point 5 = CELLC;
MR sample 1000 = CELLC, CELLA;
note that: the "null" represents that the MR sample point has only the primary serving cell and no neighbor cells.
(2) The statistical calculation is performed on the portion on the right side of the equal sign of the expression "sampling point-level neighbor data" in the following manner.
Calculating the adjacent area with the largest occurrence number as CELLA; calculating the number N of MR sampling points containing neighboring cell CELLA top1 =800; at the same time, CELLA and N top1 And establishing a mapping relation.
In MR samples that do not contain neighbor CELLA, the calculation is performed again: the neighbor cell with the largest occurrence number is CELLC; calculating the number N of MR sampling points containing neighboring CELLC top2 =198; at the same time, CELLC is combined with N top2 And establishing a mapping relation.
After 2 times of statistical calculation, the following conditions are satisfied, and the calculation is finished.
(N top1 +N top2 )/M=(800+198)/1000=99.8%>=Y
Wherein Y is the expected substitution rate, and the value of this time is 99%.
Through the above process, CELL1 and its corresponding "CELL group that can replace each other" can be derived:
CELL1=[CELLA,CELLC]
similarly, CELL2 and its corresponding "group of mutually replaceable CELLs" can be obtained:
CELL2=[CELLC]。
2. based on a machine learning algorithm, sorting the 'mutually replaceable cell groups', and listing the cells meeting the conditions into a 'turn-off cell library'.
Using a machine learning algorithm, sorting the following "groups of mutually replaceable cells" within 1 to 2 am:
CELL1=[CELLA,CELLC]
CELL2=[CELLC]
sorting:
sorting CELL1 and its "group of mutually replaceable CELLs": step 1, CELL1 is not listed in the non-shutdown cell library, and step 2 is executed; step 2, after CELLA and CELLC receive the workload of the CELLA and CELLC, the CELLA and CELLC can meet the capacity requirement of UE, and step 3 is executed; and step 3, the CELL1 is listed in a CELL library which can be turned off, and the corresponding substitute CELLs CELLA and CELLC are listed in a CELL library which can not be turned off.
Sorting CELL2 and its "group of mutually replaceable CELLs": step 1, CELL2 is not listed in the non-shutdown cell library, and step 2 is executed; step 2, the CELLC 2 service volume is more in the time period, if the CELLC receives the service volume, the UE capacity requirement can not be met, and the step 4 is executed; and step 4, the CELL2 is listed in the non-shutdown CELL library.
Through the process, the turn-off cell set in the area from 1 point to 2 points in the early morning can be output, and the expression is as follows:
1 to 2 am: (cell=cell1) can be turned off ]
3. And starting an energy-saving switch for a CELL of CELL1 from 1 to 2 in the morning.
(1) The device issues an instruction to a CELL1 CELL base station, the CELL base station opens an energy-saving switch, a network side issues a reselection/switching instruction to the CELL base station, a user is migrated to a CELLA CELL and a CELLC CELL, and then the CELL1 enters an energy-saving mode (dormant state).
(2) And (5) carrying out load monitoring on CELLA and CELLC, and ensuring the perception of load sharing. And monitoring the load conditions of CELLA and CELLC, and if the sudden increase phenomenon of the traffic is found, enabling CELL1 to resume the normal working state again, carrying out load sharing, and guaranteeing the network quality and user perception.
According to the energy-saving control method for the base station, provided by the embodiment of the invention, the group of mutually replaceable cells corresponding to the main service cell is obtained, if the main service cell meets the preset condition, the target cell is used for replacing the main service cell, and the energy-saving control for the base station serving the main service cell is started, so that the energy-saving efficiency of the base station can be greatly improved, and the normal use of a network by a user of the UE can be ensured.
On the basis of the foregoing embodiment, the determining, according to measurement report MR data of the primary serving cell in a preset period, an alternative neighbor cell corresponding to each MR sampling point includes:
and acquiring the Reference Signal Received Power (RSRP) value of the neighbor cell corresponding to each MR sampling point.
Specifically, the device acquires the reference signal received power RSRP value of the neighbor cell corresponding to each MR sampling point. Reference may be made to the above embodiments, and no further description is given.
And taking the neighbor cell corresponding to the RSRP value larger than the preset value as the candidate neighbor cell.
Specifically, the device takes a neighbor cell corresponding to an RSRP value larger than a preset value as the candidate neighbor cell. Reference may be made to the above embodiments, and no further description is given.
The energy-saving control method of the base station provided by the embodiment of the invention can reasonably and effectively determine the alternative neighbor cells, and ensures the normal operation of the method.
On the basis of the above embodiment, obtaining, according to all the candidate neighbor cells, a group of mutually replaceable cells corresponding to the primary serving cell includes:
and acquiring the statistical times of each candidate neighbor cell.
Specifically, the device acquires the statistical times of each candidate neighbor cell. Reference may be made to the above embodiments, and no further description is given.
Selecting the ith alternative neighbor cell with the largest statistics times, and calculating the iMR sampling point number containing the ith alternative neighbor cell; wherein the initial value of i is 1.
Specifically, the device selects the i-th alternative neighbor cell with the largest statistics times, and calculates the iMR sampling point number containing the i-th alternative neighbor cell; wherein the initial value of i is 1. Reference may be made to the above embodiments, and no further description is given.
Adding 1 to the value of i, and continuously executing the step of selecting the i-th alternative neighbor cell with the largest statistics number in the MR sampling point which does not contain the target alternative neighbor cell until a preset termination condition is met, and forming the mutually replaceable cell group by the N finally obtained alternative neighbor cells and the main service cell; and the target candidate neighbor cells are all candidate neighbor cells corresponding to the values from 1 to i-1.
Specifically, the device adds 1 to the value of i, and in the MR sampling point which does not contain the target candidate neighbor cell, the step of selecting the i candidate neighbor cell with the largest statistics is continuously executed until a preset termination condition is met, and the N candidate neighbor cells and the main service cell which are finally obtained form the group of the mutually replaceable cells; and the target candidate neighbor cells are all candidate neighbor cells corresponding to the values from 1 to i-1. Reference may be made to the above embodiments, and no further description is given.
The energy-saving control method of the base station provided by the embodiment of the invention is beneficial to better replacing the main service cell by the target cell in the mutually replaceable cell group by reasonably acquiring the mutually replaceable cell group.
On the basis of the above embodiment, the preset termination condition is calculated according to the following formula:
Figure BDA0001773257780000121
wherein N is topi For the iMR sample point number, N is
Figure BDA0001773257780000122
And when the number of the candidate neighbor cells, M is the number of the MR sampling points, and Y is a preset expected substitution rate.
Specifically, the preset termination condition in the device is calculated according to the following formula:
Figure BDA0001773257780000123
wherein N is topi For the iMR sample point number, N is
Figure BDA0001773257780000131
And when the number of the candidate neighbor cells, M is the number of the MR sampling points, and Y is a preset expected substitution rate. Reference may be made to the above embodiments, and no further description is given.
According to the energy-saving control method of the base station, provided by the embodiment of the invention, the specific preset termination condition is limited through the formula, so that the cell groups which can be replaced with each other can be obtained more quickly and efficiently.
On the basis of the above embodiment, the target cell includes at least one alternative cell; correspondingly, if the primary service cell is judged to meet the preset condition, the target cell is used for replacing the primary service cell, which comprises the following steps:
and if the main service cell is not listed in the non-shutdown cell library in advance and the at least one alternative cell can bear the traffic, replacing the main service cell by the at least one alternative cell.
Specifically, if the device determines that the primary serving cell is not listed in the non-shutdown cell library in advance and the at least one replaceable cell can bear the traffic, the device replaces the primary serving cell with the at least one replaceable cell. Reference may be made to the above embodiments, and no further description is given.
According to the energy-saving control method of the base station, provided by the embodiment of the invention, the main service cell can be replaced more flexibly by replacing the main service cell with at least one replaceable cell.
On the basis of the above embodiment, the method further includes:
and if judging that all the alternative cells in the alternative cell group can not bear the traffic, listing the main service cell into the non-shutdown cell library.
Specifically, if the device determines that all the alternative cells in the alternative cell group can not bear the traffic, the device lists the main service cell into the non-shutdown cell library. Reference may be made to the above embodiments, and no further description is given.
According to the energy-saving control method of the base station, the main service cell is listed in the non-shutdown cell library, so that the cells in the non-shutdown cell library can be managed conveniently.
On the basis of the above embodiment, the method further includes:
the primary serving cell is listed in a library of off-state cells while the primary serving cell is replaced with the at least one alternative cell, and the at least one alternative cell is listed in the library of non-off-state cells.
Specifically, the device lists the primary serving cell in a shutdown cell library while replacing the primary serving cell with the at least one alternative cell, and lists the at least one alternative cell in the non-shutdown cell library. Reference may be made to the above embodiments, and no further description is given.
The energy-saving control method of the base station provided by the embodiment of the invention can update the cell library which can be turned off and the cell library which cannot be turned off in time.
Fig. 3 is a schematic structural diagram of an energy saving control device of a base station according to an embodiment of the present invention, and as shown in fig. 3, an embodiment of the present invention provides an energy saving control device of a base station, including a determining unit 301, an obtaining unit 302, and an opening unit 303, where:
the determining unit 301 is configured to determine an alternative neighbor cell corresponding to each MR sampling point according to measurement report MR data of the primary serving cell in a preset period; the acquiring unit 302 is configured to acquire, according to all the candidate neighbor cells, a group of mutually replaceable cells corresponding to the primary serving cell; determining target cells in the mutually substitutable cell group according to the traffic volume of the main service cell; the starting unit 303 is configured to replace the primary serving cell with the target cell and start energy-saving control on a base station serving the primary serving cell if it is determined that the primary serving cell meets a preset condition.
Specifically, the determining unit 301 is configured to determine, according to measurement report MR data of the primary serving cell in a preset period, an alternative neighbor cell corresponding to each MR sampling point; the acquiring unit 302 is configured to acquire, according to all the candidate neighbor cells, a group of mutually replaceable cells corresponding to the primary serving cell; determining target cells in the mutually substitutable cell group according to the traffic volume of the main service cell; the starting unit 303 is configured to replace the primary serving cell with the target cell and start energy-saving control on a base station serving the primary serving cell if it is determined that the primary serving cell meets a preset condition.
According to the energy-saving control device of the base station, provided by the embodiment of the invention, the group of mutually replaceable cells corresponding to the main service cell is obtained, if the main service cell meets the preset condition, the target cell is used for replacing the main service cell, and the energy-saving control of the base station serving the main service cell is started, so that the energy-saving efficiency of the base station can be greatly improved, and the normal use of a network by a user of UE (user equipment) can be ensured.
The energy-saving control device of the base station provided by the embodiment of the invention can be specifically used for executing the processing flow of each method embodiment, and the functions of the energy-saving control device are not repeated herein, and can be referred to in the detailed description of the method embodiments.
Fig. 4 is a schematic diagram of an entity structure of an electronic device according to an embodiment of the present invention, as shown in fig. 4, where the electronic device includes: a processor (processor) 401, a memory (memory) 402, and a bus 403;
wherein, the processor 401 and the memory 402 complete the communication with each other through the bus 403;
the processor 401 is configured to call the program instructions in the memory 402 to perform the methods provided in the above method embodiments, for example, including: according to measurement report MR data of the main service cell in a preset period, determining an alternative neighbor cell corresponding to each MR sampling point; acquiring a group of mutually replaceable cells corresponding to the main service cell according to all the candidate neighbor cells; determining target cells in the mutually substitutable cell group according to the traffic volume of the main service cell; if the main service cell is judged to meet the preset condition, the target cell is used for replacing the main service cell, and energy-saving control of a base station serving the main service cell is started.
The present embodiment discloses a computer program product comprising a computer program stored on a non-transitory computer readable storage medium, the computer program comprising program instructions which, when executed by a computer, are capable of performing the methods provided by the above-described method embodiments, for example comprising: according to measurement report MR data of the main service cell in a preset period, determining an alternative neighbor cell corresponding to each MR sampling point; acquiring a group of mutually replaceable cells corresponding to the main service cell according to all the candidate neighbor cells; determining target cells in the mutually substitutable cell group according to the traffic volume of the main service cell; if the main service cell is judged to meet the preset condition, the target cell is used for replacing the main service cell, and energy-saving control of a base station serving the main service cell is started.
The present embodiment provides a non-transitory computer-readable storage medium storing computer instructions that cause a computer to perform the methods provided by the above-described method embodiments, for example, including: according to measurement report MR data of the main service cell in a preset period, determining an alternative neighbor cell corresponding to each MR sampling point; acquiring a group of mutually replaceable cells corresponding to the main service cell according to all the candidate neighbor cells; determining target cells in the mutually substitutable cell group according to the traffic volume of the main service cell; if the main service cell is judged to meet the preset condition, the target cell is used for replacing the main service cell, and energy-saving control of a base station serving the main service cell is started.
Those of ordinary skill in the art will appreciate that: all or part of the steps for implementing the above method embodiments may be implemented by hardware associated with program instructions, where the foregoing program may be stored in a computer readable storage medium, and when executed, the program performs steps including the above method embodiments; and the aforementioned storage medium includes: various media that can store program code, such as ROM, RAM, magnetic or optical disks.
The above-described embodiments of electronic devices and the like are merely illustrative, wherein the elements described as separate elements may or may not be physically separate, and the elements shown as elements may or may not be physical elements, may be located in one place, or may be distributed over a plurality of network elements. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment. Those of ordinary skill in the art will understand and implement the present invention without undue burden.
From the above description of the embodiments, it will be apparent to those skilled in the art that the embodiments may be implemented by means of software plus necessary general hardware platforms, or of course may be implemented by means of hardware. Based on this understanding, the foregoing technical solution may be embodied essentially or in a part contributing to the prior art in the form of a software product, which may be stored in a computer readable storage medium, such as ROM/RAM, a magnetic disk, an optical disk, etc., including several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the method described in the respective embodiments or some parts of the embodiments.
Finally, it should be noted that: the above embodiments are only for illustrating the technical solution of the embodiments of the present invention, and are not limited thereto; although embodiments of the present invention have 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 scheme described in the foregoing embodiments can be modified or some or all of the technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit of the corresponding technical solutions from the scope of the technical solutions of the embodiments of the present invention.

Claims (9)

1. A method for energy saving control of a base station, comprising:
according to measurement report MR data of the main service cell in a preset period, determining an alternative neighbor cell corresponding to each MR sampling point;
acquiring a group of mutually replaceable cells corresponding to the main service cell according to all the candidate neighbor cells; determining target cells in the mutually substitutable cell group according to the traffic volume of the main service cell;
if the main service cell is judged to meet the preset condition, the target cell is used for replacing the main service cell, and energy-saving control of a base station serving the main service cell is started;
the obtaining, according to all the candidate neighbor cells, a group of mutually replaceable cells corresponding to the primary serving cell includes:
acquiring the statistics times of each alternative neighbor cell;
selecting the ith alternative neighbor cell with the largest statistics times, and calculating the iMR sampling point number containing the ith alternative neighbor cell; wherein, the initial value of i is 1;
adding 1 to the value of i, and continuously executing the step of selecting the i-th alternative neighbor cell with the largest statistics number in the MR sampling point which does not contain the target alternative neighbor cell until a preset termination condition is met, and forming the mutually replaceable cell group by the N finally obtained alternative neighbor cells and the main service cell; and the target candidate neighbor cells are all candidate neighbor cells corresponding to the values from 1 to i-1.
2. The method of claim 1, wherein the determining the candidate neighbor cell corresponding to each MR sampling point according to the measurement report MR data of the primary serving cell in the preset period comprises:
acquiring Reference Signal Received Power (RSRP) values of neighbor cells corresponding to each MR sampling point;
and taking the neighbor cell corresponding to the RSRP value larger than the preset value as the candidate neighbor cell.
3. The method of claim 1, wherein the preset termination condition is calculated according to the following formula:
Figure QLYQS_1
wherein N is topi For the iMR sample point number, N is
Figure QLYQS_2
And when the number of the candidate neighbor cells, M is the number of the MR sampling points, and Y is a preset expected substitution rate.
4. A method according to any one of claims 1 to 3, wherein the target cell comprises at least one alternative cell; correspondingly, if the primary service cell is judged to meet the preset condition, the target cell is used for replacing the primary service cell, which comprises the following steps:
and if the main service cell is not listed in the non-shutdown cell library in advance and the at least one alternative cell can bear the traffic, replacing the main service cell by the at least one alternative cell.
5. The method according to claim 4, wherein the method further comprises:
and if judging that all the alternative cells in the alternative cell group can not bear the traffic, listing the main service cell into the non-shutdown cell library.
6. The method according to claim 4, wherein the method further comprises:
the primary serving cell is listed in a library of off-state cells while the primary serving cell is replaced with the at least one alternative cell, and the at least one alternative cell is listed in the library of non-off-state cells.
7. An energy saving control device of a base station, comprising:
the determining unit is used for determining an alternative neighbor cell corresponding to each MR sampling point according to the measurement report MR data of the main serving cell in a preset period;
an obtaining unit, configured to obtain, according to all the candidate neighbor cells, a group of mutually replaceable cells corresponding to the primary serving cell; determining target cells in the mutually substitutable cell group according to the traffic volume of the main service cell;
the obtaining, according to all the candidate neighbor cells, a group of mutually replaceable cells corresponding to the primary serving cell includes:
acquiring the statistics times of each alternative neighbor cell;
selecting the ith alternative neighbor cell with the largest statistics times, and calculating the iMR sampling point number containing the ith alternative neighbor cell; wherein, the initial value of i is 1;
adding 1 to the value of i, and continuously executing the step of selecting the i-th alternative neighbor cell with the largest statistics number in the MR sampling point which does not contain the target alternative neighbor cell until a preset termination condition is met, and forming the mutually replaceable cell group by the N finally obtained alternative neighbor cells and the main service cell; wherein the target candidate neighbor cells are all candidate neighbor cells corresponding to the values from 1 to i-1 of i;
and the starting unit is used for replacing the main service cell with the target cell and starting energy-saving control of a base station serving the main service cell if judging that the main service cell meets the preset condition.
8. An electronic device, comprising: a processor, a memory, and a bus, wherein,
the processor and the memory complete communication with each other through the bus;
the memory stores program instructions executable by the processor, the processor invoking the program instructions to perform the method of any of claims 1-6.
9. A non-transitory computer readable storage medium storing computer instructions that cause the computer to perform the method of any one of claims 1 to 6.
CN201810958538.1A 2018-08-22 2018-08-22 Energy-saving control method and device for base station Active CN110858983B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201810958538.1A CN110858983B (en) 2018-08-22 2018-08-22 Energy-saving control method and device for base station

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201810958538.1A CN110858983B (en) 2018-08-22 2018-08-22 Energy-saving control method and device for base station

Publications (2)

Publication Number Publication Date
CN110858983A CN110858983A (en) 2020-03-03
CN110858983B true CN110858983B (en) 2023-04-25

Family

ID=69635804

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810958538.1A Active CN110858983B (en) 2018-08-22 2018-08-22 Energy-saving control method and device for base station

Country Status (1)

Country Link
CN (1) CN110858983B (en)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111787600B (en) * 2020-06-09 2022-09-27 中国铁塔股份有限公司 Energy-saving control method based on wireless communication traffic and related system
CN114071498A (en) * 2020-08-04 2022-02-18 大唐移动通信设备有限公司 Voice service bearing method and device, computing equipment and storage medium
CN113438689B (en) * 2021-06-08 2022-12-23 中国联合网络通信集团有限公司 Base station energy saving method, device, equipment and storage medium

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102026205A (en) * 2010-12-29 2011-04-20 大唐移动通信设备有限公司 Method and device for planning physical cell ID (Identification)
CN108282837A (en) * 2017-01-06 2018-07-13 维沃移动通信有限公司 A kind of cell switching method, relevant device and system

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103888986B (en) * 2010-04-30 2018-01-02 华为技术有限公司 The processing method and its equipment of cell outage
CN103167577B (en) * 2011-12-13 2015-08-19 华为技术有限公司 A kind of method, site device of closing community
CN104618956B (en) * 2015-01-12 2018-05-01 中国联合网络通信集团有限公司 A kind of method and device for controlling cell
CN104640185B (en) * 2015-02-25 2018-10-09 东南大学 A kind of cell dormancy power-economizing method based on base station collaboration

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102026205A (en) * 2010-12-29 2011-04-20 大唐移动通信设备有限公司 Method and device for planning physical cell ID (Identification)
CN108282837A (en) * 2017-01-06 2018-07-13 维沃移动通信有限公司 A kind of cell switching method, relevant device and system

Also Published As

Publication number Publication date
CN110858983A (en) 2020-03-03

Similar Documents

Publication Publication Date Title
CN110858983B (en) Energy-saving control method and device for base station
Muñoz et al. On the potential of handover parameter optimization for self-organizing networks
CN105636056B (en) Energy-saving method, device and system for optimizing spectrum resources
US9503919B2 (en) Wireless communication network using multiple key performance indicators and deviations therefrom
CN105472660B (en) A kind of load-balancing method, the network equipment and system
WO2021088766A1 (en) Handover method, handover device, and network system
CN104054285A (en) Method and device for distributing idle user equipment in multi-carrier based mobile communication system
CN103079235A (en) Method and device for realizing load balance in long term evolution (LTE) system
US20240040544A1 (en) User equipment tracking and paging area selection in wireless communication systems
Gao et al. Machine learning based energy saving scheme in wireless access networks
CN105828371A (en) Method and device for measuring LTE terminal in idle state
WO2018184667A1 (en) Apparatus and method for performing network optimization
EP2476277A1 (en) Method and apparatus for cell control
CN113709767A (en) Pilot frequency measurement relaxation method and device, storage medium and terminal
CN104918287A (en) Load balancing method and device
CN113141616B (en) Method, device and system for selecting energy-saving base station and energy-saving mode through adaptive identification of O + B domain data + service scene
Pujol–Roigl et al. Deep reinforcement learning for cell on/off energy saving on wireless networks
CN111182604A (en) Intelligent balancing method and system for LTE wireless network load
CN105430693B (en) Multi-user's switching method based on service feature in a kind of 5G network
WO2016106716A1 (en) Method, apparatus and terminal for determining reselection target cell
CN109660995B (en) AP intelligent energy-saving control method and device in WiFi system based on machine learning algorithm
CN103813387A (en) Method and network system for balancing inter-cell load of LTE system
WO2018143925A1 (en) Centralized controller for nomadic mobile relay network elements
Liya et al. A MADM-based handover management in software defined 5G network
CN112235821B (en) Pilot frequency signal intensity prediction method based on AI model

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant