Iron tower base station and energy saving method
By calculating the popularity value based on the number and scale of commercial institutions in the tower base station, predicting the equipment access volume and adjusting the carrier frequency quantity, the energy waste caused by carrier frequency fixation in the existing tower base station is solved, and intelligent energy saving is achieved.
Patent Information
- Application Number
- CN202411591784.X
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-11-08
- Publication Date
- 2025-03-07
AI Technical Summary
The existing tower base stations set multiple carrier frequencies during operation, resulting in more idle carrier frequencies in certain periods, resulting in waste of energy.
By assigning heat values based on the number and scale of commercial institutions in the covered area of the tower base station, dividing the cells and calculating the heat difference weight value, predicting the equipment access volume, and adjusting the carrier frequency number according to the prediction results to improve the carrier frequency utilization.
It effectively reduces the number of idle carrier frequency, reduces energy waste, and realizes intelligent energy saving of tower base stations.
Smart Images

Figure CN119584258A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of iron tower base stations, and in particular to an iron tower base station and an energy-saving method. Background Art
[0002] With the large-scale deployment of communication base stations, the number of base stations continues to increase, and the energy consumption of communication networks is also rising. How to achieve intelligent energy conservation and emission reduction is imminent. Existing tower base stations will set up multiple carrier frequencies for mobile devices to access during operation. The number of these carrier frequencies is usually fixed and does not change with the number of mobile devices connected. This leads to a large number of idle carrier frequencies in certain periods of time, and the maintenance of idle carrier frequencies will lead to energy waste. Summary of the invention
[0003] The present invention mainly solves the above problems and provides a tower base station and energy-saving method that can predict the future access equipment quantity and adjust the number of carrier frequencies according to the prediction results, thereby improving the utilization rate of each carrier frequency, reducing the number of idle carrier frequencies, and achieving the purpose of energy saving.
[0004] The technical solution adopted by the present invention to solve the technical problem is a method for energy saving of a tower base station, comprising the following steps:
[0005] S1: Assign a heat value to each tower based on the number and size of commercial organizations in the area covered by the tower base station;
[0006] S2: Divide the coverage area of the tower base station into several cells, each cell corresponds to each adjacent tower base station, and each cell maintains at least one carrier frequency;
[0007] S3: Obtain the external heat difference of each cell according to the difference between its own heat value and the heat value of the adjacent tower base station;
[0008] S4: Obtain the internal heat value of each community based on the number and scale of commercial institutions in each community;
[0009] S5: Calculate the heat difference weight value of the cell;
[0010] S6: predicting the number of devices accessing each cell in the next period according to the number of devices accessing each cell in the current period;
[0011] S7: Adjust the number of carrier frequencies in each cell in the next period according to the number of devices accessing each cell in the next period.
[0012] As a preferred solution of the above solution, the heat value calculation formula is as follows:
[0013] H=α*bu s +β*bu m +γ*bul
[0014] Among them, H is the heat value, α, β, γ are weight values, and bu s is the number of small business establishments, m is the number of medium-sized commercial institutions, bu l The number of large commercial organizations.
[0015] As a preferred solution of the above scheme, the tower base stations are sorted according to the number of access devices of their own tower base stations and adjacent tower base stations in each time period, and the values of α, β, and γ are adjusted according to the sorting to make the heat value sorting consistent with the sorting of the number of access devices.
[0016] As a preferred solution of the above solution, the internal heat value calculation formula is as follows:
[0017] h i =α*bu si +β*bu mi +γ*bu li
[0018] Among them, h i is the internal heat value of the ith cell, bu si is the number of small commercial institutions in the ith community, bu mi is the number of medium-sized commercial institutions in the ith community, bu li is the number of large commercial institutions in the ith community.
[0019] As a preferred solution of the above solution, the heat difference weight value is the quotient of the equipment change rate in the next historical period and the sum of the external heat differences of each cell in the current period.
[0020] As a preferred solution of the above solution, in step S6, the calculation formula for predicting the number of devices accessing each cell in the next time period is as follows:
[0021]
[0022] Among them, SUM i is the predicted number of devices accessing the ith cell, sum i is the number of devices connected to the ith cell in the current period, w is the heat difference weight, n is the number of cells connected to the ith cell in the same tower base station, Δh ij is the difference between the internal heat values of the ith cell and the jth adjacent cell, δ is the correction value, initially 1, Δh i is the external heat difference of the ith cell.
[0023] As a preferred solution of the above solution, at the end of the current period, the value of δ is adjusted according to the prediction result of the cell in the previous period and the number of access devices in the current period.
[0024] As a preferred solution of the above solution, in step S7, the calculation formula for the number of carrier frequencies that each cell needs to maintain is as follows:
[0025]
[0026] Among them, num i is the number of carrier frequencies that need to be maintained in the i-th cell, s is the number of devices that can be accessed by each carrier frequency, and the value of s is less than the maximum number of devices that can be accessed by each carrier frequency.
[0027] As a preferred solution of the above scheme, when the number of access devices in the cell exceeds a preset percentage of the carrier frequency and reaches the maximum number of devices, a carrier frequency is added; when the number of devices currently accessed in the cell is less than s(num-1), one carrier frequency is reduced, where num is the number of carrier frequencies currently maintained in the cell.
[0028] The present invention also provides an iron tower base station, comprising:
[0029] A storage module is used to store the number and change rate of access devices in the signal coverage area in each historical period;
[0030] The heat calculation module is used to calculate its own heat value and the cell heat value according to the number and scale of commercial facilities in the signal coverage area;
[0031] A communication module is used to communicate with adjacent tower base stations to obtain heat values of adjacent tower base stations;
[0032] A prediction module, used to predict the number of devices accessing each cell;
[0033] The adjustment module is used to adjust the number of carrier frequencies maintained by each cell according to the predicted number of device accesses.
[0034] The advantages of the present invention are: obtaining the heat value of each iron tower base station according to the commercial facilities within the signal coverage range of each iron tower base station, predicting the equipment access volume of each cell in each iron tower base station based on the heat value, and adjusting the number of carrier frequencies based on the prediction results to avoid idle carrier frequencies and reduce energy waste. BRIEF DESCRIPTION OF THE DRAWINGS
[0035] Figure 1 It is a schematic diagram of the flow chart of the energy-saving method of the iron tower base station in the embodiment. DETAILED DESCRIPTION
[0036] The technical solution of the present invention is further described below through embodiments and in conjunction with the accompanying drawings.
[0037] Example:
[0038] This embodiment provides a tower base station energy saving method, such as Figure 1 As shown, the following steps are included:
[0039] S1: Assign a heat value to each tower based on the number and scale of commercial institutions in the area covered by the tower base station. The heat value calculation formula is as follows:
[0040] H=α*bu s +β*bu m +γ*bu l
[0041] Among them, H is the heat value, α, β, γ are weight values, and bu s is the number of small business establishments, m is the number of medium-sized commercial institutions, bu l is the number of large commercial organizations. In each period, the tower base stations are sorted according to the number of access devices of the tower base station itself and the six adjacent tower base stations, and the values of α, β, and γ are adjusted according to the sorting to make the heat value sorting consistent with the sorting of the number of access devices.
[0042] S2: Divide the coverage area of the tower base station into several cells, each cell corresponds to each adjacent tower base station, and each cell maintains at least one carrier frequency. The existing mobile network is a cellular network, and each tower base station covers a regular hexagonal area. In this embodiment, the coverage area of each tower base station is divided into six cells, each cell is a regular triangle, the vertex of each cell is the location of the tower base station, and the lower side of each cell is the side of the regular hexagon.
[0043] S3: Obtain the external heat difference of each cell according to the difference between its own heat value and the heat value of the adjacent tower base station.
[0044] S4: Obtain the internal heat value of each community based on the number and scale of commercial institutions in each community. The internal heat value calculation formula is as follows:
[0045] h i =α*bu si +β*bu mi +γ*bu li
[0046] Among them, h i is the internal heat value of the ith cell, bu si is the number of small commercial institutions in the ith community, bu mi is the number of medium-sized commercial institutions in the ith community, bu li is the number of large commercial institutions in the ith community.
[0047] S5: Calculate the heat difference weight value of the cell, where the heat difference weight value is the quotient of the equipment change rate in the next historical period and the sum of the external heat differences of each cell in the current period.
[0048] S6: Predict the number of devices accessing each cell in the next period based on the number of devices accessing each cell in the current period. The calculation formula for predicting the number of devices accessing each cell in the next period is as follows:
[0049]
[0050] Among them, SUM i is the predicted number of devices accessing the ith cell, sum i is the number of devices connected to the ith cell in the current period, w is the heat difference weight, n is the number of cells connected to the ith cell in the same tower base station, Δh ij is the difference between the internal heat values of the ith cell and the jth adjacent cell, δ is the correction value, initially 1, Δh i is the external heat difference of the ith cell. At the end of the current period, the value of δ is adjusted according to the prediction result of the previous period for the cell in this period and the number of access devices in the current period.
[0051] S7: Adjust the number of carrier frequencies in each cell in the next period according to the number of devices accessing each cell in the next period. The formula for calculating the number of carrier frequencies that need to be maintained in each cell is as follows:
[0052]
[0053] Among them, num i is the number of carrier frequencies that the i-th cell needs to maintain, s is the number of devices that can be accessed by each carrier frequency, and the value of s is less than the maximum number of devices that can be accessed by each carrier frequency. When the number of devices accessing the carrier frequencies exceeding the preset percentage in the cell reaches the maximum number of devices, add a carrier frequency; when the number of devices currently accessing the cell is less than s(num-1), reduce a carrier frequency, and num is the number of carrier frequencies currently maintained by the cell.
[0054] Correspondingly, this embodiment further provides a tower base station, which is used to execute the above-mentioned tower base station energy saving method, including:
[0055] A storage module is used to store the number and change rate of access devices in the signal coverage area in each historical period;
[0056] The heat calculation module is used to calculate its own heat value and the cell heat value according to the number and scale of commercial facilities in the signal coverage area;
[0057] A communication module is used to communicate with adjacent tower base stations to obtain heat values of adjacent tower base stations;
[0058] A prediction module, used to predict the number of devices accessing each cell;
[0059] The adjustment module is used to adjust the number of carrier frequencies maintained by each cell according to the predicted number of device accesses.
[0060] The specific embodiments described herein are merely examples of the spirit of the present invention. Those skilled in the art may make various modifications or additions to the specific embodiments described or replace them in similar ways, but they will not deviate from the spirit of the present invention or exceed the scope defined by the appended claims.
Claims
1. A tower base station energy saving method, characterized by: The following steps are involved: S1: Assign a heat value to each tower based on the number and size of commercial organizations in the area covered by the tower base station; S2: Divide the coverage area of the tower base station into several cells, each cell corresponds to each adjacent tower base station, and each cell maintains at least one carrier frequency; S3: Obtain the external heat difference of each cell according to the difference between its own heat value and the heat value of the adjacent tower base station; S4: Obtain the internal heat value of each community based on the number and scale of commercial institutions in each community; S5: Calculate the heat difference weight value of the cell; S6: predicting the number of devices accessing each cell in the next period according to the number of devices accessing each cell in the current period; S7: Adjust the number of carrier frequencies in each cell in the next period according to the number of devices accessing each cell in the next period.
2. The energy-saving method for a tower base station according to claim 1, characterized in that: The heat value calculation formula is as follows: H=α*bu s +β* is m +γ*this l Among them, H is the heat value, α, β, γ are weight values, and bu s is the number of small business establishments, m is the number of medium-sized commercial institutions, bu l The number of large commercial organizations.
3. The energy-saving method for a tower base station according to claim 2, characterized in that: In each time period, the tower base stations are sorted according to the number of access devices of the tower base station itself and the adjacent tower base stations, and the values of α, β, and γ are adjusted according to the sorting to make the heat value sorting consistent with the sorting of the number of access devices.
4. The energy-saving method for a tower base station according to claim 1, characterized in that: The internal heat value calculation formula is as follows: h i =α*bu si +β* is mi +γ*this li Among them, h i is the internal heat value of the ith cell, bu si is the number of small commercial institutions in the ith community, bu mi is the number of medium-sized commercial institutions in the ith community, bu li is the number of large commercial institutions in the ith community.
5. The energy-saving method for a tower base station according to claim 1 is characterized in that: The heat difference weight value is the quotient of the equipment change rate in the next historical period and the sum of the external heat differences of each cell in the current period.
6. The energy-saving method for a tower base station according to claim 1, characterized in that: In step S6, the calculation formula for predicting the number of devices accessing each cell in the next period is as follows: Among them, SUM i is the predicted number of devices accessing the ith cell, sum i is the number of devices connected to the ith cell in the current period, w is the heat difference weight, n is the number of cells connected to the ith cell in the same tower base station, Δh ij is the difference between the internal heat values of the ith cell and the jth adjacent cell, δ is the correction value, initially 1, Δh i is the external heat difference of the ith cell.
7. The energy-saving method for a tower base station according to claim 6 is characterized in that: At the end of the current period, the value of δ is adjusted according to the prediction result of the previous period for the cell in this period and the number of access devices in the current period.
8. The energy-saving method for a tower base station according to claim 1, characterized in that: In step S7, the calculation formula for the number of carrier frequencies that each cell needs to maintain is as follows: Among them, num i is the number of carrier frequencies that need to be maintained in the i-th cell, s is the number of devices that can be accessed by each carrier frequency, and the value of s is less than the maximum number of devices that can be accessed by each carrier frequency.
9. The energy-saving method for a tower base station according to claim 8, characterized in that: When the number of devices accessing the cell that exceeds the preset percentage of carrier frequencies reaches the maximum number of devices, add a carrier frequency; when the number of devices currently accessing the cell is less than s(num-1), reduce a carrier frequency, where num is the number of carrier frequencies currently maintained in the cell.
10. An iron tower base station, characterized in that: include: A storage module is used to store the number and change rate of access devices in the signal coverage area in each historical period; The heat calculation module is used to calculate its own heat value and the cell heat value according to the number and scale of commercial facilities in the signal coverage area; A communication module is used to communicate with adjacent tower base stations to obtain the heat value of the adjacent tower base stations; A prediction module, used to predict the number of devices accessing each cell; The adjustment module is used to adjust the number of carrier frequencies maintained by each cell according to the predicted number of device accesses.