CN114980287A - Intelligent energy-saving method and device for multi-band wireless network equipment - Google Patents
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- H—ELECTRICITY
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- H04W52/00—Power management, e.g. TPC [Transmission Power Control], power saving or power classes
- H04W52/02—Power saving arrangements
- H04W52/0203—Power saving arrangements in the radio access network or backbone network of wireless communication networks
- H04W52/0206—Power saving arrangements in the radio access network or backbone network of wireless communication networks in access points, e.g. base stations
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- H04W88/00—Devices specially adapted for wireless communication networks, e.g. terminals, base stations or access point devices
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Abstract
The invention discloses an intelligent energy-saving method and device for multi-band wireless network equipment, which comprises the following steps: s101: acquiring time period data information of first network wireless network equipment in an idle state in 24 hours; s102: taking the time section data information as the input of a statistical model, and carrying out statistics to obtain the sleep state period of the first network wireless network equipment; s103: and controlling the first network wireless network equipment to enter an equipment sleep state according to the sleep state period and keeping an electromagnetic wave awakening state. The invention directly obtains the periodic data of the working state of the related wireless network equipment through the existing network, counts the working state and the idle state of the wireless network equipment through the periodic data, automatically adjusts the working time of the 5G wireless network equipment according to the periodicity of the idle state of the wireless network equipment, and automatically adjusts the idle state of the 5G wireless network equipment to be in a standby state, thereby saving the power consumption of the equipment and achieving the effect of effective energy saving.
Description
Technical Field
The invention relates to mobile communication network equipment, in particular to an intelligent energy-saving method and device for multi-band wireless network equipment.
Background
With the commercial use of 5G networks, a large amount of 5G wireless network equipment is connected to the network for operation, and the power matching equipment of the original 2/3/4G base station cannot meet the huge energy consumption requirements of the 5G networks. In the operation process, the power consumption of 5G wireless network equipment is much higher than that of 4G wireless network equipment, the power consumption is greatly increased due to the fact that 2/3/4/5G and other network equipment in different frequency bands are much in the same property point, and particularly in special scenes such as subways and large-scale venues and the like, under the condition that the tide phenomenon is serious, existing network wireless network equipment still operates on the network 24 hours a day under the condition of no service, so that the power resources are greatly wasted, the service life of the wireless network equipment is also shortened, and the like.
Disclosure of Invention
In view of the above, the present invention provides an intelligent energy saving method and apparatus for a multiband wireless network device.
In order to solve the problems in the prior art, the invention adopts the technical scheme that:
in one aspect, the invention provides an intelligent energy-saving method for multi-band wireless network equipment, wherein the multi-band wireless network at least comprises a first network and a second network, and the method comprises the following steps:
s101: acquiring time period data information of first network wireless network equipment in an idle state in 24 hours;
s102: taking the time section data information as the input of a statistical model, and carrying out statistics to obtain the sleep state period of the first network wireless network equipment;
s103: and controlling the first network wireless network equipment to enter an equipment sleep state according to the sleep state period and keeping an electromagnetic wave awakening state.
Further, the method also comprises the following steps:
s104: searching whether an emergency instruction signal transmitted by a base station antenna exists when a second network is accessed to the emergency telephone in real time;
s105: after the emergency instruction signal is searched, the first network wireless network equipment is awakened to enter a working state from a dormant state through electromagnetic waves.
Further, the step S103 includes the steps of:
s1031: judging whether the first network wireless network equipment is in a time period in an idle state or not according to the sleep state period; if the time period is in the non-idle state, returning to the step S102;
s1032: and if the first network wireless network equipment is in the idle state, controlling the first network wireless network equipment to enter an equipment sleep state.
Further, the time period in the idle state includes: within 2 hours, between 2-3 hours, between 3-4 hours, between 4-5 hours, and over 5 hours.
Further, the period of the time period collection statistic record in the idle state is weeks or months.
When the sampling frequency n of the time period data information of the wireless network equipment in the idle state is more than or equal to 50, the adopted statistical model is as follows:
in the formula: u-an estimation function;
μ — mean maternal;
sigma-sample standard deviation
n-sampling frequency.
When the sampling frequency n of the time period data information of the wireless network equipment in the idle state is less than 50, the adopted statistical model is as follows:
in the formula:
-sampling a sample mean;
n-frequency, i.e. sampling frequency.
The intelligent energy-saving method for the multiband wireless network equipment is suitable for 5G network construction analysis, the data collection is simple and easy to operate, relevant data can be directly obtained from existing network 5G wireless network equipment (BBU/RRU), and the working period of the 5G wireless network equipment is counted by combining the actual network running state, so that the working state of the wireless network equipment is controlled.
In another aspect, the present invention provides an intelligent energy saving apparatus for a multiband wireless network device, where the multiband wireless network device includes at least a first network and a second network, and the apparatus includes:
the acquisition unit is used for acquiring time period data information of the first network wireless network equipment in an idle state in 24 hours;
the statistical unit is used for taking the time period data information of the first network wireless network equipment in the idle state as the input of a statistical model, and obtaining the sleep state period of the first network wireless network equipment through statistics;
and the control unit is used for controlling the first network wireless network equipment to enter an equipment sleep state and keeping an electromagnetic wave awakening state according to the sleep state period.
Further, the apparatus further comprises:
a search unit: the emergency command signal is used for searching whether the emergency command signal is transmitted by the base station antenna when the second network is accessed to the emergency telephone in real time;
a wake-up unit: and the first network wireless network equipment is awakened to enter the working state from the dormant state through electromagnetic waves after the emergency instruction signal is searched.
Further, the control unit includes:
the judging unit is used for judging whether the first network wireless network equipment is in a time period in an idle state or not according to the sleep state period; if the time period is in the non-idle state, returning to the step S102;
and the control subunit is used for controlling the first network wireless network equipment to enter an equipment sleep state if the first network wireless network equipment is in the idle state for a period of time.
Therefore, the invention has the following advantages and beneficial effects:
the intelligent energy-saving method of the multi-band wireless network equipment can directly acquire the periodic data of the working state of the relevant wireless network equipment through the existing network, and count the working state of the wireless network equipment through the periodic data, wherein the time periods are the idle state of the wireless network equipment, the working time of the 5G wireless network equipment is automatically adjusted according to the periodicity of the idle state of the wireless network equipment, and the idle state of the 5G wireless network equipment is automatically adjusted to be in a standby state, so that the power consumption of the equipment is saved, and the effect of effective energy saving is achieved. The invention also has the function of emergency treatment. The low-frequency network equipment with lower power consumption under the same coverage with the high-frequency network is set to be in a working state all the time, and if the low-frequency network which works all the time finds that a mobile user dials an emergency call, the high-frequency network equipment is awakened through electromagnetic waves so as to ensure the smoothness of the high-frequency wireless network in the emergency state. The invention can flexibly set the working states of the wireless network equipment in different frequency bands, count the working periods and the time intervals in the idle state of the wireless network equipment in different frequency bands, and flexibly adjust the working states of the wireless network equipment, thereby achieving the effects of science, efficiency and energy saving.
Drawings
The invention is described in further detail below with reference to the following figures and specific examples:
fig. 1 is a flowchart of an intelligent energy saving method for a multiband wireless network device according to embodiment 1 of the present invention;
fig. 2 is a structural diagram of an intelligent energy saving apparatus for a multiband wireless network device according to embodiment 2 of the present invention.
Detailed Description
In order to make the aforementioned objects, features and advantages of the present application more comprehensible, embodiments accompanying the drawings are described in detail below.
The power consumption of the 5G wireless network equipment is much higher than that of the 4G wireless network equipment, the power consumption is greatly increased due to the fact that more network equipment in different frequency bands in the same property point is used, and particularly in special scenes such as subways and large-scale venues and the like and under the condition that the tide phenomenon is serious, the existing network wireless network equipment still operates on the network 24 hours a day under the condition of no service, so that the power resources are greatly wasted, and the service life of the wireless network equipment is also shortened. In order to reduce the waste phenomenon and prolong the service life of wireless network equipment, under the scene of the same coverage of an 2/3/4/5G multi-band wireless network, 3/4/5G wireless network equipment with high power consumption is automatically closed in a non-service time period of the wireless network equipment, only 2G network equipment with low power consumption is reserved to normally operate as emergency communication, and when the 2G network receives emergency information, other frequency band networks under the same coverage are awakened at any time through the 2G network equipment, so that the network availability during emergency is met, and the waste of power resources can be greatly reduced.
In view of this, the embodiments of the present invention provide an intelligent energy saving method for a multiband wireless network device and an intelligent energy saving apparatus for a multiband wireless network device. The invention obtains the periodic data of the working state of the related wireless network equipment from the current network, and counts the working state of the wireless network equipment through the statistical model according to the periodic data, thereby counting which time periods are the idle states of the wireless network equipment, automatically adjusting the working time of the 5G wireless network equipment according to the periodicity of the idle states of the wireless network equipment, adjusting the idle state of the 5G wireless network equipment to be in a standby state, and saving the power consumption of the equipment, thereby achieving the effect of effective energy saving of the equipment. The invention can flexibly set the working states of the wireless network equipment in different frequency bands, automatically count the working periods and the time intervals in the idle state of the wireless network equipment in different frequency bands, and flexibly adjust the working states of the wireless network equipment, thereby achieving the effects of science, efficiency and energy saving.
Example 1:
as shown in fig. 1, the method for intelligently saving energy of a multiband wireless network device in this embodiment includes at least a first network and a second network, where the device power consumption of the first network is higher than that of the second network, and taking a 5G network and a 2G network as examples below, the method includes the following steps:
s101: acquiring time period data information of the 5G wireless network equipment in an idle state within 24 hours;
the method comprises the steps of collecting time period data information of 5G wireless network equipment BBU/RRU in a 24-hour state in a working state, recording the time period data information of the 5G wireless network equipment BBU/RRU in a 24-hour idle state, and collecting and counting the idle state time period according to time periods within 2 hours, 2-3 hours, 3-4 hours, 4-5 hours and more than 5 hours. The period of the time period collection statistic record in the idle state is week or month. The acquired data can be faster and more accurate by setting a flexible acquisition period, and meanwhile, the data acquired by taking the period of the week is taken as result data, and the data acquired by taking the period of the month is taken as verification data for verifying the accuracy of the data acquired by taking the period of the week.
S102: and taking the time section data information as the input of a statistical model, and performing statistics to obtain the sleep state period of the 5G wireless network equipment.
Specifically, collected time period data information of the 5G wireless network equipment in an idle state is used as input of a statistical model, and a sleep state cycle of BBU/RRU of the 5G wireless network equipment is obtained through statistics; the acquired time period data information in the idle state is used as the input of the analysis statistical model, so that the analysis data is more accurate and more flexible, and the sleep time can be dynamically adjusted according to the working state of the wireless network equipment.
Wherein the statistical model is established according to a mathematical statistical principle. In the sampling process, when the sampling frequency is more than or equal to 50 times, the mathematical statistics shows that: when the sub-sample with the sampling n being more than or equal to 50 is a big sub-sample. The estimation of the standby period of the 5G wireless network equipment can adopt a method of estimating a population mean interval by using big subsamples in mathematical statistics, and the statistical model is as follows: the distribution of the sampling analysis interval X is arbitrary and, as can be seen from the central limit theorem, a subsample (X) is used 1 ，X 2 ，…，X n ) Independent co-distribution, there is a limited mathematical expectation that the average standby period and variance of 5G wireless network devices will be: e (X) n )＝μ，D(X n )＝σ 2 . Available subsample (X) 1 ，X 2 ，…，X n ) The interval estimation is performed on the maternal average, i.e. the average standby period of the 5G wireless network devices.
From the central limit theorem, when n is large, X follows approximately a normal distribution. And also
Therefore, it is not only easy to use
Obeying a standard normal distribution.
When n is large, σ ≈ S (subsample standard deviation), and substitution with S has little effect on its distribution, so when n is large:
in the formula: u-an estimation function;
mu-maternal mean, i.e. 5G wireless network device average sleep period;
sigma-standard deviation of samples
n-sampling frequency.
(1) The equation still follows a standard normal distribution. Using the U test, a probability of 1-alpha (0) is given<α<1) 1-alpha is usually 90%, 95%, 99%, and a standard normal distribution can be found with respect to
Upper quantile of
The following steps are performed:
namely:
the confidence interval for μ is then:
wherein:
in the formula:
-sampling a sample mean;
u-sampling statistic;
s-sample standard deviation;
n-frequency, i.e. sampling frequency.
The determination of the sleep state period of the 5G wireless network device is divided into the following two cases according to the number of sampling analysis:
(1) when the sampling number, namely the sampling frequency n is more than or equal to 50, the sample is a big subsample, and the average value of the samples approximately follows normal distribution. According to the estimation method of the average number interval of the big subsamples to the matrixes in mathematical statistics, a confidence interval of the average sleep period mu of the 5G wireless network equipment can be obtained, and for insurance, the lower limit of the confidence interval is taken as the sleep period of the equipment.
(2) When the number of samples n <50, X is considered to be a discrete distribution, whose arithmetic mean is taken as its device standby period, i.e.:
in the formula:
-sampling a sample mean;
n-frequency, i.e. sampling frequency.
S103: and controlling the 5G wireless network equipment to enter an equipment sleep state according to the sleep state period and keeping an electromagnetic wave awakening state. And the standby state time of the 5G wireless network equipment is adjusted at any time so as to ensure that the 5G wireless network equipment is in a standby energy-saving mode in a no-service state. By collecting the time period data information in the idle state as the input of the analysis statistical model, the analysis data is more accurate and has more flexibility, and the dormancy time can be dynamically adjusted according to the working state of the wireless network equipment, so that the wireless network equipment is in an energy-saving and power-saving mode to the maximum extent under the condition of ensuring normal working.
The step S103 includes the steps of:
s1031: judging whether the BBU/RRU of the 5G wireless network equipment is in a time period in an idle state or not according to the sleep state period; if the time period is in the non-idle state, returning to the step S102;
s1032: and if the time period is in the idle state, controlling the 5G wireless network equipment BBU/RRU to enter an equipment sleep state.
S104: and searching whether the emergency command signal transmitted by the base station antenna exists when the second network is accessed to the emergency telephone in real time.
Specifically, when a 5G network is in a dormant state, 2G network equipment with lower power consumption under the same coverage with the 5G network is still in a working state, when someone dials an emergency call through the 2G network, a base station antenna can transmit an emergency instruction signal, and the emergency instruction signal transmitted by the base station antenna is searched in real time; the emergency telephone comprises a conventional emergency telephone with a default system, such as 110/119. Also included are manually entered designated phones and arbitrary phones. Through flexible setting, the method can be widely applied to different demand scenes, and the application scenes are supported to be wider.
S105: after the emergency instruction signal is searched, the first network wireless network equipment is awakened to enter the working state from the dormant state through electromagnetic waves.
The method comprises the following steps: and after the emergency command signal transmitted by the base station antenna is searched, awakening the 5G network wireless network equipment from the dormant state to the working state through electromagnetic waves. The smoothness of the wireless network in an emergency state is ensured, and the applicability of the network in an emergency situation is achieved. This action information will be collected by the collection unit and the record will be counted for the next analysis. The invention can flexibly set the working states of the wireless network equipment in different frequency bands, automatically count the working periods and the time intervals in the idle state of the wireless network equipment in different frequency bands, and flexibly adjust the working states of the wireless network equipment, thereby achieving the effects of science, efficiency and energy saving.
The intelligent energy-saving method for the multiband wireless network equipment is tested in a subway tunnel with obvious Shenyang tide in Liaoning, and through the test, the wireless network equipment covered in the subway tunnel enters a dormant state in a time period from 1 point to 5 points every day according to the operation time of the subway, so that compared with the power consumption per month which is always in a working state for 24 hours, the power consumption per month is reduced by nearly 17%.
Example 2:
as shown in fig. 2, the multiband wireless network device intelligent energy saving apparatus of this embodiment includes at least a first network and a second network, where the device power consumption of the first network is higher than the device power consumption of the second network, and the following takes a 5G network and a 2G network as an example, and includes:
the acquisition unit 201 is used for acquiring time period data information of 5G wireless network equipment BBU/RRU24 under an idle state within hours;
the statistical unit 202 is configured to take time period data information of the 5G wireless network device in an idle state as input of a statistical model, and obtain a BBU/RRU sleep state cycle of the 5G wireless network device through statistics;
and the control unit 203 is configured to control the 5G wireless network device BBU/RRU to enter a device sleep state according to the sleep state cycle and maintain an electromagnetic wave wake-up state.
The control unit 203 includes:
a determining unit 2031, configured to determine, according to the sleep state cycle, whether the BBU/RRU of the 5G wireless network device is in a time period in an idle state; if the time period is in the non-idle state, returning to the step S102;
the control subunit 2032 is configured to, if the time period is in the idle state, control the 5G wireless network device BBU/RRU to enter a device sleep state.
The search unit 204: the emergency command signal is used for searching whether the emergency command signal is transmitted by the base station antenna when the second network is accessed to the emergency telephone in real time;
the wake-up unit 205: and the first network wireless network equipment is awakened to enter the working state from the dormant state through electromagnetic waves after the emergency instruction signal is searched.
The method comprises the following steps: after the search unit searches for the emergency instruction signal transmitted by the base station antenna, the awakening unit awakens the 5G network wireless network equipment from the dormant state to the working state through electromagnetic waves. This action information will be collected by the collection unit and the record will be counted for the next analysis.
It should be noted that the 2G network and the 5G network are only used for illustration, and the first network and the second network may be networks of other frequency bands. Moreover, in this document, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other identical elements in a process, method, article, or apparatus that comprises the element.
The steps of a method or algorithm described in connection with the embodiments disclosed herein may be embodied directly in hardware, in a software module executed by a processor, or in a combination of the two. A software module may reside in Random Access Memory (RAM), memory, Read Only Memory (ROM), electrically programmable ROM, electrically erasable programmable ROM, registers, hard disk, a removable disk, a CD-ROM, or any other form of storage medium known in the art.
The above are merely examples of the present application and are not intended to limit the present application. Various modifications and changes may occur to those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present application should be included in the scope of claims of the present application.
Claims (10)
1. A multi-band wireless network device intelligent energy-saving method is provided, the multi-band wireless network at least comprises a first network and a second network, and the method is characterized by comprising the following steps:
s101: acquiring time period data information of first network wireless network equipment in an idle state in 24 hours;
s102: taking the time section data information as the input of a statistical model, and carrying out statistics to obtain the sleep state period of the first network wireless network equipment;
s103: and controlling the first network wireless network equipment to enter the equipment sleep state according to the sleep state period and keeping the electromagnetic wave awakening state.
2. The intelligent power saving method for multiband wireless network devices, according to claim 1, further comprising the steps of:
s104: searching whether an emergency instruction signal transmitted by a base station antenna exists when a second network is accessed to the emergency telephone in real time;
s105: after the emergency instruction signal is searched, the first network wireless network equipment is awakened to enter a working state from a dormant state through electromagnetic waves.
3. The intelligent power saving method for multiband wireless network equipment according to claim 1 or 2, wherein the step S103 comprises the steps of:
s1031: judging whether the first network wireless network equipment is in a time period in an idle state or not according to the sleep state period; if the time period is in the non-idle state, returning to the step S102;
s1032: and if the first network wireless network equipment is in the idle state, controlling the first network wireless network equipment to enter an equipment sleep state.
4. The intelligent power saving method for multiband wireless network devices of claim 3, wherein the time period in the idle state comprises: within 2 hours, between 2-3 hours, between 3-4 hours, between 4-5 hours, and over 5 hours.
5. The intelligent power saving method for multiband wireless network devices of claim 4, wherein the period of the period collection statistics record in the idle state is week or month.
6. The intelligent energy-saving method for multiband wireless network equipment according to claim 5, wherein when the sampling frequency n of the time period data information in the idle state of the wireless network equipment is greater than or equal to 50, the statistical model adopted is:
in the formula: u-an estimation function;
μ — mean maternal;
sigma-sample standard deviation
n-sampling frequency.
7. The intelligent energy-saving method for multiband wireless network equipment according to claim 5, wherein when the sampling frequency n of the time period data information in the idle state of the wireless network equipment is <50, the statistical model adopted is:
in the formula:
-sampling a sample mean;
n-sampling frequency.
8. A multi-band wireless network device intelligent power saving apparatus, the multi-band wireless network including at least a first network and a second network, the apparatus comprising:
the acquisition unit is used for acquiring time period data information of the first network wireless network equipment in an idle state in 24 hours;
the statistical unit is used for taking the time period data information of the first network wireless network equipment in the idle state as the input of a statistical model, and obtaining the sleep state period of the first network wireless network equipment through statistics;
and the control unit is used for controlling the first network wireless network equipment to enter an equipment sleep state and keeping an electromagnetic wave awakening state according to the sleep state period.
9. The intelligent power saving apparatus for multiband wireless network devices of claim 8, wherein the apparatus further comprises:
a search unit: the emergency command signal is used for searching whether the emergency command signal is transmitted by the base station antenna when the second network is accessed to the emergency telephone in real time;
a wake-up unit: and the first network wireless network equipment is awakened to enter the working state from the dormant state through electromagnetic waves after the emergency instruction signal is searched.
10. The intelligent power saving device for multiband wireless network equipment of claim 9, wherein the control unit comprises:
the judging unit is used for judging whether the first network wireless network equipment is in a time period in an idle state or not according to the sleep state period; if the time period is in the non-idle state, returning to the step S102;
and the control subunit is used for controlling the first network wireless network equipment to enter an equipment sleep state if the first network wireless network equipment is in the idle state for a period of time.
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| CN117471929A (en) * | 2023-12-27 | 2024-01-30 | 珠海格力电器股份有限公司 | Control method, device, equipment and storage medium |
| WO2024167333A1 (en) * | 2023-02-10 | 2024-08-15 | Samsung Electronics Co., Ltd. | Method and apparatus for paging occasion management of network energy saving (nes) cell in the next generation mobile communication system |
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