CN105992215A - Method and device for determining spectrum resource utilization degree - Google Patents

Method and device for determining spectrum resource utilization degree Download PDF

Info

Publication number
CN105992215A
CN105992215A CN201510098407.7A CN201510098407A CN105992215A CN 105992215 A CN105992215 A CN 105992215A CN 201510098407 A CN201510098407 A CN 201510098407A CN 105992215 A CN105992215 A CN 105992215A
Authority
CN
China
Prior art keywords
scene
frequency spectrum
frequency
resource
data
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.)
Granted
Application number
CN201510098407.7A
Other languages
Chinese (zh)
Other versions
CN105992215B (en
Inventor
王首峰
汪汀岚
张冬晨
孟德香
徐晓燕
李行政
姚文闻
宋心刚
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 Group Design Institute Co Ltd
Original Assignee
China Mobile Group Design Institute 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 Group Design Institute Co Ltd filed Critical China Mobile Group Design Institute Co Ltd
Priority to CN201510098407.7A priority Critical patent/CN105992215B/en
Publication of CN105992215A publication Critical patent/CN105992215A/en
Application granted granted Critical
Publication of CN105992215B publication Critical patent/CN105992215B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Abstract

The invention discloses a method and device for determining a spectrum resource utilization degree. The method comprises a step of carrying out classified statistics of spectrum use configuration data in an obtained spectrum to be determined and obtaining a frequency limit configuration data, a step of calculating idle spectrum data for characterizing idle spectrums in different scenes, a step of determining the frequency resource occupation proportion in the scene according to the idle spectrum data in each scene, a step of calculating the frequency resource occupation degree value in the scene according to the frequency resource occupation proportion, and a step of obtaining a total frequency resource utilization degree according to the obtained frequency resource occupation degree value in each scene to determine the spectrum resource utilization degree for a distributed spectrum resource.

Description

A kind of determine that frequency spectrum resource makes the method and device of expenditure
Technical field
The present invention relates to communication technical field, especially relate to a kind of determine frequency spectrum resource make expenditure method and Device.
Background technology
As quick universal, the mobile Internet of intelligent terminal apply the annual growth more than 100%, wireless Amount of communication data presents explosive growth situation.Although the development of mobile communication technology is greatly improved Frequency spectrum service efficiency, but bigger user's request, still inevitably result in frequency spectrum resource day by day in short supply. Frequency is the basic resource of mobile communication, is also important non-renewable resources.It is fast-developing in current business, In the environment of usable spectrum resource high-pressure, making full use of allocated frequency spectrum resource, to become enterprise's intensive cultivation thin The prerequisite made.
At present, after operator obtains the frequency spectrum resource of IMT operation, generally according to certain channeling Degree carries out frequency point allocation, but cannot carry out quantitatively for the actual producing level of the frequency spectrum resource having used in network Analysis and assessment.From current frequency spectrum resource planning, distribution and service condition analysis, propagation conditions is suitableeer The frequency spectrum resource of suitable IMT network design distributes totally, and new frequency spectrum resource from delineation of activities, planning, It is assigned to final utilization and generally requires the longer time, it is difficult to the frequency spectrum resource that solution current operator faces is tight The problem lacking.
Under present case, a kind of effective solution is not also proposed, for realizing for the allocated Frequency spectrum resource determines that frequency spectrum resource makes expenditure.
Content of the invention
The invention provides and a kind of determine that frequency spectrum resource makes the method and device of expenditure, for realizing for The frequency spectrum resource of distribution determines that frequency spectrum resource makes expenditure.
A kind of determine that frequency spectrum resource makes the method for expenditure, comprising:
Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data to carry out statistic of classification, obtains frequency limitation Configuration data;
According to the frequency limitation configuration data determined, calculate in different scene for characterizing the sky of idle frequency spectrum Ideler frequency modal data;
According to the idle frequency spectrum data in each scene, determine the frequency resource occupation proportion in described scene; And
According to described frequency resource occupation proportion, the frequency resource calculating in described scene takies angle value;
Take angle value according to the frequency resource in each scene obtaining, it is thus achieved that sum frequency resource makes expenditure.
After idle frequency spectrum data in calculating different scene, determine that the frequency resource in described scene takies Before ratio, also include:
According to busy hour load in residing scene and the resource distribution limit, revise the idle frequency spectrum number in described scene According to.
According to busy hour load in residing scene and the resource distribution limit, revise the idle frequency spectrum number in described scene According to, comprising:
For each scene, the resource distribution according to the described scene current network obtaining calculates corresponding K Value, wherein, when described K value is for being characterized in the network completion rate meeting setting and cutting off rate index, Maximum resource during the resource distribution combination condition setting takies quantitative proportion;
According to busy hour load in residing scene, if the occupation proportion of busy resource is more than K value, and Current resource Configuration, more than the resource distribution limit of described scene, calculates and meets frequency spectrum resource amount needed for current traffic load, And store to the resource distribution amount record that need to increase;If the occupation proportion of busy resource is more than K value, and works as Front resource distribution less than the resource distribution limit of described scene, then increases resource according to current traffic load and joins Put, and revise the idle frequency spectrum data in described scene;
According to busy hour load in residing scene, if the occupation proportion of busy resource is less than K value, then according to business Idle frequency spectrum data in scene described in load condition correction.
Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data to carry out statistic of classification, obtains frequency limitation Configuration data, comprising:
Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data to carry out statistic of classification, it is thus achieved that at least one Possesses the scene bunch of common feature data;
Row filter is entered to the scene bunch being formed, determines the frequency spectrum data in frequency usage scene and described scene, Obtain frequency limitation configuration data.
Row filter is entered to the scene bunch being formed, determines the frequency spectrum data in frequency usage scene and described scene, Obtain frequency limitation configuration data, comprising:
Entering row filter to the scene bunch being formed, the frequency spectrum resource calculating base station in each scene uses density;And Determine the average reusing degree of each frequency in each scene;And
Universal frequency reusing degree according to usable spectrum quantity and indoor and outdoor network, determines indoor and outdoor limit frequency Configuration;
Described frequency spectrum resource in each scene is used density, the average reusing degree of each frequency and indoor and outdoor The configuration of limit frequency configures data as frequency limitation.
The frequency spectrum in a kind of frequency spectrum to be determined that will obtain at least in the following manner uses configuration data Carry out statistic of classification:
Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data to classify according to user behavior pattern Statistics;
Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data to classify according to signal Cover Characteristics Statistics;
Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data to receive the interference of low noise according to base station Distribution characteristics carries out statistic of classification;
Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data, according to authorizing frequency information, calculates Available total frequency bandwidth.
According to the frequency limitation configuration data determined, calculate in different scene for characterizing the sky of idle frequency spectrum Ideler frequency modal data, comprising:
According to the frequency limitation configuration data determined, for each scene, determine the frequency spectrum of described scene Configuration amount, and described scene greatly is currently configured idling-resource amount;
Described frequency spectrum maximum configured amount and described scene are currently configured idling-resource amount as described scene Idle frequency spectrum data.
A kind of determine that frequency spectrum resource makes the device of expenditure, comprising:
Frequency spectrum uses configuration module, for the frequency spectrum in the frequency spectrum to be determined obtaining uses configuration data carry out Statistic of classification, obtains frequency limitation configuration data;
First computing module, for according to the frequency limitation configuration data determined, calculating in different scene and using In the idle frequency spectrum data characterizing idle frequency spectrum;
Second computing module, for according to the idle frequency spectrum data in each scene, determines in described scene Frequency resource occupation proportion;
3rd computing module, for according to described frequency resource occupation proportion, calculates the frequency in described scene Resource occupation angle value;
Sum frequency makes expenditure module, for taking angle value according to the frequency resource in each scene obtaining, obtains Obtaining sum frequency resource makes expenditure.
Also include:
Correcting module, for according to busy hour load in residing scene and the resource distribution limit, revises described scene In idle frequency spectrum data.
Described correcting module, specifically for for each scene, according to the described scene current network obtaining Resource distribution calculates corresponding K value, and wherein, described K value is to connect for being characterized in the network meeting setting When passband and cutting off rate index, the maximum resource when the resource distribution combination condition setting takies quantity ratio Example;According to busy hour load in residing scene, if the occupation proportion of busy resource is more than K value, and Current resource Configuration, more than the resource distribution limit of described scene, calculates and meets frequency spectrum resource amount needed for current traffic load, And store to the resource distribution amount record that need to increase;If the occupation proportion of busy resource is more than K value, and works as Front resource distribution less than the resource distribution limit of described scene, then increases resource according to current traffic load and joins Put, and revise the idle frequency spectrum data in described scene;According to busy hour load in residing scene, if busy money The occupation proportion in source is less than K value, then the idle frequency spectrum number in scene according to traffic load situation correction According to.
Described frequency spectrum use configuration module, specifically for will obtain frequency spectrum to be determined in frequency spectrum use configuration Data carry out statistic of classification, it is thus achieved that at least one possesses the scene bunch of common feature data;To the scene being formed Bunch enter row filter, determine the frequency spectrum data in frequency usage scene and described scene, obtain frequency limitation configuration Data.
Described frequency spectrum uses configuration module, specifically for entering row filter to the scene bunch being formed, calculates each field In scape, the frequency spectrum resource of base station uses density;And the average reusing degree of each frequency in determining each scene; And the universal frequency reusing degree according to usable spectrum quantity and indoor and outdoor network, determine indoor and outdoor limit frequency Configuration;Described frequency spectrum resource in each scene is used density, the average reusing degree of each frequency and indoor The configuration of outer limit frequency configures data as frequency limitation.
Described frequency spectrum uses configuration module, a kind of by treating of obtaining specifically at least in the following manner Determine that frequency spectrum in frequency spectrum uses configuration data to carry out statistic of classification: the frequency spectrum in the frequency spectrum to be determined that will obtain Configuration data are used to carry out statistic of classification according to user behavior pattern;Frequency spectrum in the frequency spectrum to be determined that will obtain Configuration data are used to carry out statistic of classification according to signal Cover Characteristics;Frequency spectrum in the frequency spectrum to be determined that will obtain The interference profile feature using configuration data to receive low noise according to base station carries out statistic of classification;By treating of obtaining Determine that the frequency spectrum in frequency spectrum uses configuration data, according to authorizing frequency information, calculate available total frequency bandwidth.
Described first computing module, specifically for according to the frequency limitation configuration data determined, for each Scene, determines the frequency spectrum maximum configured amount of described scene, and described scene is currently configured idling-resource amount; Described frequency spectrum maximum configured amount and described scene are currently configured idling-resource amount as free time of described scene Frequency spectrum data.
By using technique scheme, use configuration data for the frequency spectrum in frequency spectrum to be determined, successively really Determine frequency limitation configuration data, in different scene for characterizing idle frequency spectrum data, the frequency money of idle frequency spectrum Source occupation proportion, frequency resource take angle value, and finally giving sum frequency resource makes expenditure, thus by assessment Frequency spectrum resource makes the mode of expenditure, weighs the allocated frequency spectrum resource producing level, sets up effectively Quantitative evaluating method.
Brief description
Fig. 1 is in the embodiment of the present invention one, and the determination frequency spectrum resource of proposition makes the method flow diagram of expenditure;
Fig. 2 is in the embodiment of the present invention one, and the frequency spectrum of proposition uses collocation method flow chart;
Fig. 3 is in the embodiment of the present invention one, the frequency usage degree measuring method flow chart based on scene of proposition;
Fig. 4 is in the embodiment of the present invention one, and the frequency spectrum based on business development demand of proposition makes expenditure correction side Method flow chart;
Fig. 5 is in the embodiment of the present invention one, and the sum frequency of proposition makes expenditure computational methods flow chart;
Fig. 6 is in the embodiment of the present invention one, certain city GSM900 of proposition outdoor average frequency reusing degree system Meter result schematic diagram;
Fig. 7 is in the embodiment of the present invention one, certain city GSM900 of proposition certain wireless profit of scene busy outdoor With rate statistics schematic diagram;
Fig. 8 is in inventive embodiments one, and the outdoor each scene of certain city GSM900 of proposition considers busy business Result of calculation contrast schematic diagram before and after load;
Fig. 9 is in inventive embodiments one, and the outdoor usable spectrum two of certain city GSM900 of proposition is in not same district Between cell accounting schematic diagram;
Figure 10 is in the embodiment of the present invention two, and the determination frequency spectrum resource of proposition makes the apparatus structure of expenditure form Schematic diagram.
Detailed description of the invention
For under present case, a kind of effective solution is not also proposed, for realizing for having divided The frequency spectrum resource joined determines that frequency spectrum resource makes the problem of expenditure, and the present invention proposes a kind of technical scheme, for treating Determine that the frequency spectrum in frequency spectrum uses configuration data, determine successively in frequency limitation configuration data, different scene and use In characterizing the idle frequency spectrum data of idle frequency spectrum, frequency resource occupation proportion, frequency resource take angle value, Obtaining sum frequency resource eventually makes expenditure, thus by way of assessing frequency spectrum resource and making expenditure, to the allocated Frequency spectrum resource producing level weigh, set up effective quantitative evaluating method.
Under normal circumstances, when determining that frequency spectrum resource makes expenditure:
First, lack current shortage and distribute effective quantitative means that frequency spectrum resource producing level is weighed. Frequency is the basic resource of mobile communication, is also non-renewable resources.Fast-developing in current business, available In the environment of frequency spectrum resource high-pressure, making full use of allocated frequency spectrum resource becomes enterprise's intensive cultivation Prerequisite.For the frequency resource distributing use, traditional mode is according to certain channeling side Come into operation after formula planning frequency, and do not set up method or the mechanism of quantitative frequency resource usage degree.Face Developing business rapidly, the deficient present situation of new frequency spectrum resource, ternational Mobile Telecommunications is (English: International Mobile Telecommunications, abbreviation: IMT) operator gradually recognizes and must assess existing frequency spectrum Resources utilization degree, fully excavates existing resource capability.Accordingly, it would be desirable to one determines frequency spectrum resource effectively Make the method for expenditure.
Secondly, key factor affect spectrum utilization degree is numerous, affects relation complexity between factor.
Influence factor is numerous is current one of major reason making expenditure appraisal procedure without effective frequency spectrum.Network The load of machinery systems, business change over etc. cause frequency spectrum resource take in time with the change of service feature and Rapid fluctuations.The deployment of network is affected by space factors such as geogen and customer group distributions, presents Obvious heterogeneous characteristics, it is impossible to unified outline.And between time and the influence factor of Spatial Dimension, there is coupling Conjunction relation, causes the single isolated impact considering a certain factor to obtain final frequency spectrum and make expenditure conclusion.
For above-mentioned reasons, there is no effective quantitative analysis frequency usage degree at present.Simply united roughly in the past Meter has distributed in frequency spectrum and there is the reality that the mode how many frequencies are not used by also cannot adapt to present network design Border needs.Actual networking often considers dispose non-homogeneous in a network for whole frequencies to improve channeling Spend thus reduce the risk of co-channel interference, therefore existing network is often used up whole frequency, it is impossible to weigh actual making Use situation.Based on this, embodiment of the present invention proposition is a kind of determines that frequency spectrum resource makes the method and device of expenditure.
Principle is realized to embodiment of the present invention technical scheme main below in conjunction with each accompanying drawing, is embodied as Mode and the beneficial effect that should be able to reach is set forth in.
Embodiment one
The embodiment of the present invention one proposes a kind of to determine that frequency spectrum resource makes the method for expenditure, as it is shown in figure 1, its tool Body handling process is for example following:
Step 11, obtains the frequency spectrum in frequency spectrum to be determined and uses configuration data.
Wherein, frequency spectrum uses configuration data to include original network management data, work parameter evidence, frequency resource list etc. Webmaster frequently-used data.
Step 12, the frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data to carry out statistic of classification, obtains Frequency limitation configures data.
Wherein, at least in the following manner in a kind of will obtain frequency spectrum to be determined in frequency spectrum use configuration Data carry out statistic of classification:
First kind of way: user behavior characteristic process.
Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data to classify according to user behavior pattern Statistics.
The frequency spectrum in frequency spectrum to be determined can be obtained and uses configuration data based on history network management data, will obtain Frequency spectrum to be determined in frequency spectrum use configuration data carry out user behavior pattern analysis sort out similar traffic, shape Embark on journey for user distribution template.
The second way: base station Cover Characteristics data process.
Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data to classify according to signal Cover Characteristics Statistics.
Can be formed based on geographic region for work parameter according to carrying out IMT base station Cover Characteristics Classification And Index The similar Cover Characteristics template in territory.
The third mode: interference characteristic data process.
Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data to receive the interference of low noise according to base station Distribution characteristics carries out statistic of classification.
The interregional interference profile features of relevant interference information abstraction such as low noise can be received based on base station, be formed Space template based on interference characteristic.
4th kind of mode: usable frequency data process.
Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data, according to authorizing frequency information, calculates Available total spectrum bandwidth.
The corresponding network of network management data that can use frequency data retrieval input has authorized frequency information, calculates Available total spectrum bandwidth.
One preferably implementation, in the technical scheme that the embodiment of the present invention proposes, as in figure 2 it is shown, will When frequency spectrum in the frequency spectrum to be determined obtaining uses configuration data to carry out statistic of classification, use above-mentioned four kinds simultaneously Mode, obtains frequency limitation configuration data, and its processing procedure is for example following:
Step one: the frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data to carry out statistic of classification, it is thus achieved that At least one possesses the scene bunch of common feature data.
Step 2: row filter is entered to the scene bunch being formed, determines the frequency spectrum in frequency usage scene and described scene Data, obtain frequency limitation configuration data.
Wherein, entering row filter to the scene bunch being formed, the frequency spectrum resource calculating base station in each scene uses close Degree;And the average reusing degree of each frequency in determining each scene, and according to usable spectrum quantity and room The universal frequency reusing degree of internal-external network, determines that indoor and outdoor limit frequency configures, described in each scene Frequency spectrum resource uses density, the average reusing degree of each frequency and indoor and outdoor limit frequency to configure as frequency pole Limit configuration data.
Based on statistic of classification, scene and the corresponding geographical space of each scene with common trait can be obtained, And be marked, each scene with common trait and the corresponding geographical space of each scene form scene Bunch.
For each scene in scene bunch, determine the base station in the geographical space of this scene, calculate total Frequency spectrum resource uses density, and that weighs spatially frequency spectrum utilizes dense degree.Then calculate in each scene The average reusing degree of each frequency.General according to total usable spectrum amount and indoor and outdoor corresponding IMT network Channeling degree estimates indoor and outdoor limit frequency allocation plan.Final scene classification record of pressing preserves to based on field In the frequency limitation configuration list of scape.
In above process, commonly used by webmasters such as original network management data, work parameter evidence, frequency resource lists Data, at the process of user behavior characteristic, the process of base station Cover Characteristics data, interference characteristic data Reason, usable frequency data etc., by primary data information (pdi) statistic of classification, form the scene bunch with common feature. Form concrete frequency usage scene and corresponding data by scene screening, calculate respectively frequency spectrum use density, Average reusing degree, the configuration of indoor and outdoor frequency, finally give frequency limitation configuration list.
Step 13, according to the frequency limitation configuration data determined, calculates in different scene and is used for characterizing the free time The idle frequency spectrum data of frequency spectrum.
According to the frequency limitation configuration data determined, for each scene, determine that the frequency spectrum of this scene is maximum Configuration amount, and described scene is currently configured idling-resource amount, is currently configured frequency spectrum maximum configured amount and scape Idling-resource amount is as the idle frequency spectrum data of described scene.
As it is shown on figure 3, the frequency limitation configuration data determined according to step 12, calculate in different scene The concrete handling process of idle frequency spectrum data for characterizing idle frequency spectrum is for example following:
Step 31, according to the frequency limitation configuration data determined, reads scene configuration information.
Read total scene quantity and scene identity based on the scene information in frequency limitation configuration data.
Step 32, triggers scene Ergodic judgement, it may be judged whether reached frequency limitation configuration data trailer, if Judged result is yes, step 35, whereas if judged result is no, if current scene sequence number does not has Exceed maximum scene sequence number, then start parallel processing step 33 and step 34.
Read total scene quantity and scene identity based on the scene information in frequency limitation configuration data, trigger field Scape Ergodic judgement, if current scene sequence number is not above maximum scene sequence number, then starts parallel processing.
Step 33~step 34, in parallel processing, calculates scene average frequency reusing degree and idle frequency respectively Spectrum amount.
Wherein, computation-free amount of frequency spectrum needs to calculate the actual maximum configured of scene, at present configuration idling-resource amount.
Step 35, parallel computation result, using in new record write idle frequency spectrum data, forms idle frequency Modal data list.Until after scene sequence number completes aforesaid operations equal to the scene of maximum scene sequence number and records, End process.
Step 14, according to the idle frequency spectrum data in each scene, determines that the frequency resource in described scene accounts for Use ratio.
Step 15, according to frequency resource occupation proportion, the frequency resource calculating in this scene takies angle value.
Step 16, takies angle value according to the frequency resource in each scene obtaining, it is thus achieved that sum frequency resource makes Expenditure.
The frequency resource obtaining each scene according to the actual occupation proportion of frequency resource under each scene calculating accounts for Expenditure, computing formula is:
Meet traffic load takies resource/be currently configured resource X100%.
The numerical value obtaining is percentage.Whole scenes calculate after completing, and are recorded in sum frequency resource occupation degree row Output in the middle of table.
Alternatively, after the idle frequency spectrum data that step 13 calculates in different scene, step 14 determines field Before frequency resource occupation proportion in scape, also include:
Step 13 ', according to busy hour load in residing scene and the resource distribution limit, revise the sky in this scene Ideler frequency modal data.
For each scene, the resource distribution according to this scene current network obtaining calculates corresponding K value. Wherein, when K value is for being characterized in the network completion rate meeting setting and cutting off rate index, set Maximum resource during resource distribution combination condition takies quantitative proportion.
According to busy hour load in residing scene, if the occupation proportion of busy resource is more than K value, and Current resource Configuration, more than the resource distribution limit of this scene, calculates and meets frequency spectrum resource amount needed for current traffic load, and Store to the resource distribution amount record that need to increase, if the occupation proportion of busy resource is more than K value, and currently Resource distribution less than the resource distribution limit of this scene, then increases resource distribution according to current traffic load, and Revise the idle frequency spectrum data in scene.
According to busy hour load in residing scene, if the occupation proportion of busy resource is less than K value, then according to business Idle frequency spectrum data in this scene of load condition correction.
Specifically, as shown in Figure 4, in the technical scheme that the embodiment of the present invention proposes, need based on business development Asking, revising the idle frequency spectrum data in this scene, its processing procedure is as follows:
Step 41, it is thus achieved that the idle frequency spectrum data of each scene, and the frequency configuration of each scene, busy Network load data.
Step 42, the acquisition result according to step 41, travel through scene list, carry out list for each scene Stay alone reason.
Step 43, it may be judged whether reached single scene scene list tail.If it is judged that be yes, return Step 42, if it is judged that be no, then step 44.
Step 44, for each scene, the resource distribution according to this scene current network obtaining calculates correspondence K value.
Wherein, when K value is for being characterized in the network completion rate meeting setting and cutting off rate index, setting Maximum resource during fixed resource distribution combination condition takies quantitative proportion.For example, it is considered that engineering construction Middle GSM network K value takes 75%, represents in whole frequency resources of GSM network configuration, when 75% frequency When point resource is otherwise fully engaged, network quality index has dropped to minimum standard.
Step 45, according to busy hour load in residing scene, it is judged that whether the occupation proportion of busy resource is more than K Value, if it is judged that be yes, step 46, otherwise, step 47.
Step 46, it is judged that whether Current resource configuration is more than the resource distribution limit of this scene, if it is determined that knot Fruit is yes, step 48, otherwise, step 47.
Step 47, if the occupation proportion of busy resource is more than K value, and Current resource configuration is less than this scene The resource distribution limit, then increase resource distribution according to current traffic load, and revise the sky in described scene Ideler frequency modal data.
If being currently configured not up to limit configuration, then increase resource distribution to meeting industry according to current traffic load Business burden requirement, and revise current idling-resource value (free value increase).If busy network load does not has Reach K value, then according to the current idling-resource value of traffic load situation correction (free value minimizing).
Step 48, calculates and meets frequency spectrum resource amount needed for current traffic load, and store to the resource that need to increase In configuration amount record.
Judge according to web-based history load fluctuation whether the occupation proportion of busy resource is more than K value, if exceeding K value explanation current scene resource overuses, and the frequency spectrum resource of existing configuration cannot meet the need of business development Ask, now judge to be currently configured the limiting resource configuration whether having reached under this scene.If reached Current resource limit configuration, illustrates that the frequency spectrum resource of current scene is used up, therefore calculates and meets current industry Frequency spectrum resource amount needed for business load recorded and need to increase in resource distribution amount record sheet.
Step 49, the adjustable resource distribution amount record that will newly increase.
Step 50, it may be judged whether reached the afterbody of whole scene list, if it is judged that be yes, performed step Rapid 51, otherwise, step 42.
Step 51, generates the idle frequency spectrum data in revised scene.
One preferably embodiment, the embodiment of the present invention propose technical scheme in, with shown in Fig. 1 really As a example by determining the method flow that frequency spectrum resource makes expenditure, it is thus achieved that sum frequency resource makes expenditure.As it is shown in figure 5, its Concrete process chart is following:
Step 51, it is thus achieved that revised scene idle frequency spectrum data, and the actual maximum configured of scene.
Step 52, travels through contextual data, individually processes each scene.
Step 53, it may be judged whether reached the afterbody of whole contextual data, if it is judged that be yes, performs step Rapid 54.Whereas if judged result is no, step 55.
Step 54, generating sum frequency resource makes expenditure list.
Step 55, for each scene, calculates this actual occupation proportion of scene lower frequency resource.
Step 56, adds this scene lower frequency resource occupation angle value, and returns step 54.
Present invention technical scheme set forth above, first, weighs to having distributed frequency spectrum resource producing level Amount, fills up current research blank, and can effectively quantitatively calculate the usage degree distributing frequency spectrum resource, Thus make resource usage degree analysis to operator and frequency spectrum user and qualitative reference foundation is provided.Secondly, build The vertical key factor set affecting spectrum utilization degree, specifying affects relation between factor.Make in view of affecting frequency spectrum The diversified actual conditions of factor that expenditure is analyzed, the present invention has considered many factor relations, And comprehensively extract key factor set in order to assisted quantitative calculating.Again, spectrum utilization degree tolerance is set up Method, quantitative evaluation frequency usage degree.Can directly calculate frequency spectrum utilizes angle value, and its height characterizes The producing level of frequency, can directly as the assessment reference of frequency usage degree.
Specifically, the embodiment of the present invention one combines the method that above-mentioned determination frequency spectrum resource makes expenditure, provides one Specific embodiment:
First, investigate according to existing network, obtain certain city existing network GSM900 network network management data and engineering parameter table.
Secondly, calculate scene service distribution characteristics, base station Cover Characteristics and interference characteristic data mask and collect Obtain maximum configured resource situation under the scene of GSM900 under this city and each scene.Result such as table 1 below With shown in table 2.Wherein table 1 is the outdoor each scene of certain city GSM900 and corresponding maximum carrier frequency quantity, Table 2 is the indoor each scene of certain city GSM900 and corresponding maximum carrier frequency quantity.
Table 1
Table 2
The technical scheme then proposing according to the embodiment of the present invention one, makes to the frequency spectrum in the frequency spectrum to be determined obtaining Carry out statistic of classification by configuration data, obtain this city GSM900 outdoor average frequency reusing degree statistics knot Really, specifically as shown in Figure 6.Data are specific as follows states shown in table 3 in the frequency limitation configuration obtaining.
Table 3
After obtaining frequency limitation configuration data, for each scene, determine in different scene and be used for characterizing The idle frequency spectrum data of idle frequency spectrum.Travel through each scene and carry out idle frequency spectrum data, export this city GSM900 idle frequency spectrum is listed as follows to be stated shown in table 4.
Table 4
Can be analyzed in the current GSM900 outdoor scene of this city by above-mentioned table 4, by each scene existing network High single cell configuration analysis, there is 5MHz band above and can use in totally 10 scenes, accounts for whole scene number 27.8%.Meanwhile, 9 scenes are that existing network height joins intensive scene.
Add up according to historical data, it can be deduced that the wireless utilization of this city GSM900 network busy hour cell at present Rate is generally higher.The statistics without line use ratio of this city scene is as shown in Figure 7.
A technical scheme set forth above according to embodiments of the present invention, can be lower without line use ratio to current configuration Too high cell adjusts the frequency spectrum resource amount that should use and estimates, then adjusts reality for the relatively low cell of utilization rate Border takies amount of frequency spectrum.Calculate the Statistical Comparison after completing as shown in Figure 8.
The frequency spectrum being then based on business development demand makes expenditure, revises the idle frequency spectrum data in this scene, and Value based on scene is converted into city net assessment data.Give as shown in Figure 9 after corrected Calculation The outdoor usable spectrum amount of certain city GSM900 obtaining is in different interval cell accountings.
Present invention technical scheme set forth above, first, weighs to having distributed frequency spectrum resource producing level Amount, fills up current research blank, and can effectively quantitatively calculate the usage degree distributing frequency spectrum resource, Thus make resource usage degree analysis to operator and frequency spectrum user and qualitative reference foundation is provided.Secondly, build The vertical key factor set affecting spectrum utilization degree, specifying affects relation between factor.Make in view of affecting frequency spectrum The diversified actual conditions of factor that expenditure is analyzed, the present invention has considered many factor relations, And comprehensively extract key factor set in order to assisted quantitative calculating.Again, spectrum utilization degree tolerance is set up Method, quantitative evaluation frequency usage degree.Can directly calculate frequency spectrum utilizes angle value, and its height characterizes The producing level of frequency, can directly as the assessment reference of frequency usage degree.
Embodiment two
The embodiment of the present invention two proposes and a kind of determines that frequency spectrum resource makes the device of expenditure, as shown in Figure 10, Including:
Frequency spectrum uses configuration module 101, and the frequency spectrum being used in the frequency spectrum to be determined that will obtain uses configuration data Carry out statistic of classification, obtain frequency limitation configuration data.
Specifically, above-mentioned frequency spectrum use configuration module 101, specifically for will obtain frequency spectrum to be determined in Frequency spectrum uses configuration data to carry out statistic of classification, it is thus achieved that at least one possesses the scene bunch of common feature data; Row filter is entered to the scene bunch being formed, determines the frequency spectrum data in frequency usage scene and described scene, obtain Frequency limitation configures data.
Specifically, above-mentioned frequency spectrum uses configuration module 101, specifically for row filter is entered to the scene bunch being formed, The frequency spectrum resource calculating base station in each scene uses density;And each frequency in determining each scene is flat Equal reusing degree;And the universal frequency reusing degree according to usable spectrum quantity and indoor and outdoor network, determine indoor Outer limit frequency configures;Described frequency spectrum resource in each scene use density, the average of each frequency answer Expenditure and the configuration of indoor and outdoor limit frequency configure data as frequency limitation.
Specifically, above-mentioned frequency spectrum uses configuration module 101, specifically at least in the following manner Planting the frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data to carry out statistic of classification: to be determined by obtain Frequency spectrum in frequency spectrum uses configuration data to carry out statistic of classification according to user behavior pattern;To be determined by obtain Frequency spectrum in frequency spectrum uses configuration data to carry out statistic of classification according to signal Cover Characteristics;To be determined by obtain The interference profile feature that frequency spectrum in frequency spectrum uses configuration data to receive low noise according to base station carries out classification system Meter;Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data, according to authorizing frequency information, calculates Available total frequency bandwidth.
First computing module 102, for according to the frequency limitation configuration data determined, calculating different scene In for characterizing the idle frequency spectrum data of idle frequency spectrum.
Specifically, above-mentioned first computing module 102, specifically for according to the frequency limitation configuration number determined According to for each scene, determining the frequency spectrum maximum configured amount of described scene, and described scene be currently configured Idling-resource amount;Described frequency spectrum maximum configured amount and described scene are currently configured idling-resource amount as described The idle frequency spectrum data of scene.
Second computing module 103, for according to the idle frequency spectrum data in each scene, determines described scene In frequency resource occupation proportion.
3rd computing module 104, for according to described frequency resource occupation proportion, calculates in described scene Frequency resource takies angle value.
Sum frequency makes expenditure module 105, for taking angle value according to the frequency resource in each scene obtaining, Obtaining sum frequency resource makes expenditure.
Alternatively, said apparatus can also include:
Correcting module, for according to busy hour load in residing scene and the resource distribution limit, revises described scene In idle frequency spectrum data.
Specifically, above-mentioned correcting module, specifically for for each scene, working as according to the described scene obtaining The resource distribution of front network calculates corresponding K value, and wherein, described K value is to meet setting for being characterized in The network completion rate and during cutting off rate index, the maximum resource when the resource distribution combination condition setting takies Quantitative proportion;According to busy hour load in residing scene, if the occupation proportion of busy resource is more than K value, and work as Front resource distribution, more than the resource distribution limit of described scene, calculates and meets frequency spectrum money needed for current traffic load Source is measured, and stores to the resource distribution amount record that need to increase;If the occupation proportion of busy resource is more than K value, And Current resource configuration is less than the resource distribution limit of described scene, then increase resource according to current traffic load Configuration, and revise the idle frequency spectrum data in described scene;According to busy hour load in residing scene, if busy The occupation proportion of resource is less than K value, then the idle frequency spectrum number in scene according to traffic load situation correction According to.
Present invention technical scheme set forth above, first, weighs to having distributed frequency spectrum resource producing level Amount, fills up current research blank, and can effectively quantitatively calculate the usage degree distributing frequency spectrum resource, Thus make resource usage degree analysis to operator and frequency spectrum user and qualitative reference foundation is provided.Secondly, build The vertical key factor set affecting spectrum utilization degree, specifying affects relation between factor.Make in view of affecting frequency spectrum The diversified actual conditions of factor that expenditure is analyzed, the present invention has considered many factor relations, And comprehensively extract key factor set in order to assisted quantitative calculating.Again, spectrum utilization degree tolerance is set up Method, quantitative evaluation frequency usage degree.Can directly calculate frequency spectrum utilizes angle value, and its height characterizes The producing level of frequency, can directly as the assessment reference of frequency usage degree.
It will be understood by those skilled in the art that embodiments of the invention can be provided as method, device (equipment), Or computer program.Therefore, the present invention can use complete hardware embodiment, complete software implementation, Or the form of the embodiment in terms of combining software and hardware.And, the present invention can use one or more its In include computer-usable storage medium (the including but not limited to disk storage of computer usable program code Device, read-only optical disc, optical memory etc.) form of the upper computer program implemented.
The present invention is with reference to method according to embodiments of the present invention, device (equipment) and computer program Flow chart and/or block diagram describe.It should be understood that can by computer program instructions flowchart and/or Flow process in each flow process in block diagram and/or square frame and flow chart and/or block diagram and/or square frame In conjunction with.These computer program instructions can be provided to all-purpose computer, special-purpose computer, Embedded Processor Or the processor of other programmable data processing device is to produce a machine so that by computer or other The instruction that the processor of programmable data processing device performs produce for realizing in one flow process of flow chart or The device of the function specified in multiple flow processs and/or one square frame of block diagram or multiple square frame.
These computer program instructions may be alternatively stored in and computer or the process of other programmable datas can be guided to set In the standby computer-readable memory working in a specific way so that be stored in this computer-readable memory Instruction produce and include the manufacture of command device, this command device realizes in one flow process or multiple of flow chart The function specified in flow process and/or one square frame of block diagram or multiple square frame.
These computer program instructions also can be loaded in computer or other programmable data processing device, makes Sequence of operations step must be performed to produce computer implemented place on computer or other programmable devices Reason, thus the instruction performing on computer or other programmable devices provides for realizing flow chart one The step of the function specified in flow process or multiple flow process and/or one square frame of block diagram or multiple square frame.
Although preferred embodiments of the present invention have been described, but those skilled in the art once know base This creativeness concept, then can make other change and modification to these embodiments.So, appended right is wanted Ask all changes and the modification being intended to be construed to include preferred embodiment and fall into the scope of the invention.
Obviously, those skilled in the art can carry out various change and modification without deviating from this to the present invention Bright spirit and scope.So, if the present invention these modification and modification belong to the claims in the present invention and Within the scope of its equivalent technologies, then the present invention is also intended to comprise these changes and modification.

Claims (14)

1. one kind determines that frequency spectrum resource makes the method for expenditure, it is characterised in that include:
Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data to carry out statistic of classification, obtains frequency limitation Configuration data;
According to the frequency limitation configuration data determined, calculate in different scene for characterizing the sky of idle frequency spectrum Ideler frequency modal data;
According to the idle frequency spectrum data in each scene, determine the frequency resource occupation proportion in described scene; And
According to described frequency resource occupation proportion, the frequency resource calculating in described scene takies angle value;
Take angle value according to the frequency resource in each scene obtaining, it is thus achieved that sum frequency resource makes expenditure.
2. the method for claim 1, it is characterised in that the idle frequency in calculating different scene After modal data, before determining the frequency resource occupation proportion in described scene, also include:
According to busy hour load in residing scene and the resource distribution limit, revise the idle frequency spectrum number in described scene According to.
3. method as claimed in claim 2, it is characterised in that according to busy hour load in residing scene and The resource distribution limit, revises the idle frequency spectrum data in described scene, comprising:
For each scene, the resource distribution according to the described scene current network obtaining calculates corresponding K Value, wherein, when described K value is for being characterized in the network completion rate meeting setting and cutting off rate index, Maximum resource during the resource distribution combination condition setting takies quantitative proportion;
According to busy hour load in residing scene, if the occupation proportion of busy resource is more than K value, and Current resource Configuration, more than the resource distribution limit of described scene, calculates and meets frequency spectrum resource amount needed for current traffic load, And store to the resource distribution amount record that need to increase;If the occupation proportion of busy resource is more than K value, and works as Front resource distribution less than the resource distribution limit of described scene, then increases resource according to current traffic load and joins Put, and revise the idle frequency spectrum data in described scene;
According to busy hour load in residing scene, if the occupation proportion of busy resource is less than K value, then according to business Idle frequency spectrum data in scene described in load condition correction.
4. the method for claim 1, it is characterised in that the frequency in the frequency spectrum to be determined that will obtain Spectrum uses configuration data to carry out statistic of classification, obtains frequency limitation configuration data, comprising:
Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data to carry out statistic of classification, it is thus achieved that at least one Possesses the scene bunch of common feature data;
Row filter is entered to the scene bunch being formed, determines the frequency spectrum data in frequency usage scene and described scene, Obtain frequency limitation configuration data.
5. method as claimed in claim 4, it is characterised in that row filter is entered to the scene bunch being formed, Determine the frequency spectrum data in frequency usage scene and described scene, obtain frequency limitation configuration data, comprising:
Entering row filter to the scene bunch being formed, the frequency spectrum resource calculating base station in each scene uses density;And Determine the average reusing degree of each frequency in each scene;And
Universal frequency reusing degree according to usable spectrum quantity and indoor and outdoor network, determines indoor and outdoor limit frequency Configuration;
Described frequency spectrum resource in each scene is used density, the average reusing degree of each frequency and indoor and outdoor The configuration of limit frequency configures data as frequency limitation.
6. the method as described in claim 4 or 5, it is characterised in that at least in the following manner Frequency spectrum in a kind of frequency spectrum to be determined that will obtain uses configuration data to carry out statistic of classification:
Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data to classify according to user behavior pattern Statistics;
Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data to classify according to signal Cover Characteristics Statistics;
Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data to receive the interference of low noise according to base station Distribution characteristics carries out statistic of classification;
Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data, according to authorizing frequency information, calculates Available total frequency bandwidth.
7. the method for claim 1, it is characterised in that according to the frequency limitation configuration determined Data, calculate in different scene for characterizing the idle frequency spectrum data of idle frequency spectrum, comprising:
According to the frequency limitation configuration data determined, for each scene, determine the frequency spectrum of described scene Configuration amount, and described scene greatly is currently configured idling-resource amount;
Described frequency spectrum maximum configured amount and described scene are currently configured idling-resource amount as described scene Idle frequency spectrum data.
8. one kind determines that frequency spectrum resource makes the device of expenditure, it is characterised in that include:
Frequency spectrum uses configuration module, for the frequency spectrum in the frequency spectrum to be determined obtaining uses configuration data carry out Statistic of classification, obtains frequency limitation configuration data;
First computing module, for according to the frequency limitation configuration data determined, calculating in different scene and using In the idle frequency spectrum data characterizing idle frequency spectrum;
Second computing module, for according to the idle frequency spectrum data in each scene, determines in described scene Frequency resource occupation proportion;
3rd computing module, for according to described frequency resource occupation proportion, calculates the frequency in described scene Resource occupation angle value;
Sum frequency makes expenditure module, for taking angle value according to the frequency resource in each scene obtaining, obtains Obtaining sum frequency resource makes expenditure.
9. device as claimed in claim 8, it is characterised in that also include:
Correcting module, for according to busy hour load in residing scene and the resource distribution limit, revises described scene In idle frequency spectrum data.
10. device as claimed in claim 9, it is characterised in that described correcting module, specifically for pin To each scene, resource distribution according to the described scene current network obtaining calculates corresponding K value, wherein, When described K value is for being characterized in the network completion rate meeting setting and cutting off rate index, in the resource setting Maximum resource during configuration combination condition takies quantitative proportion;According to busy hour load in residing scene, if busy The occupation proportion of resource is more than K value, and Current resource configuration is more than the resource distribution limit of described scene, meter Calculation meets frequency spectrum resource amount needed for current traffic load, and stores to the resource distribution amount record that need to increase; If the occupation proportion of busy resource is more than K value, and Current resource configuration is less than the resource distribution pole of described scene Limit, then increase resource distribution according to current traffic load, and revise the idle frequency spectrum data in described scene; According to busy hour load in residing scene, if the occupation proportion of busy resource is less than K value, then according to traffic load Idle frequency spectrum data in scene described in situation correction.
11. devices as claimed in claim 8, it is characterised in that described frequency spectrum uses configuration module, tool Body carries out statistic of classification for the frequency spectrum in the frequency spectrum to be determined obtaining uses configuration data, it is thus achieved that at least one The individual scene bunch possessing common feature data;Row filter is entered to the scene bunch being formed, determines frequency usage scene And the frequency spectrum data in described scene, obtain frequency limitation configuration data.
12. devices as claimed in claim 11, it is characterised in that described frequency spectrum uses configuration module, Specifically for entering row filter to the scene bunch being formed, the frequency spectrum resource calculating base station in each scene uses close Degree;And the average reusing degree of each frequency in determining each scene;And according to usable spectrum quantity and room The universal frequency reusing degree of internal-external network, determines that indoor and outdoor limit frequency configures;Described in each scene Frequency spectrum resource uses density, the average reusing degree of each frequency and indoor and outdoor limit frequency to configure as frequency pole Limit configuration data.
13. devices as described in claim 11 or 12, it is characterised in that described frequency spectrum uses configuration mould Block, uses specifically for the frequency spectrum in a kind of frequency spectrum to be determined that will obtain at least in the following manner and joins Put data and carry out statistic of classification: the frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data according to user's row Carry out statistic of classification for pattern;Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data to cover according to signal Lid feature carries out statistic of classification;Frequency spectrum in the frequency spectrum to be determined that will obtain uses configuration data to connect according to base station The interference profile feature receiving low noise carries out statistic of classification;Frequency spectrum in the frequency spectrum to be determined that will obtain uses joins Put data, according to authorizing frequency information, calculate available total frequency bandwidth.
14. devices as claimed in claim 8, it is characterised in that described first computing module, specifically use According to the frequency limitation configuration data determined, for each scene, determine that the frequency spectrum of described scene is maximum Configuration amount, and described scene is currently configured idling-resource amount;By described frequency spectrum maximum configured amount and described field Scape is currently configured the idle frequency spectrum data as described scene for the idling-resource amount.
CN201510098407.7A 2015-03-05 2015-03-05 A kind of determining frequency spectrum resource uses the method and device of degree Active CN105992215B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201510098407.7A CN105992215B (en) 2015-03-05 2015-03-05 A kind of determining frequency spectrum resource uses the method and device of degree

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201510098407.7A CN105992215B (en) 2015-03-05 2015-03-05 A kind of determining frequency spectrum resource uses the method and device of degree

Publications (2)

Publication Number Publication Date
CN105992215A true CN105992215A (en) 2016-10-05
CN105992215B CN105992215B (en) 2018-08-17

Family

ID=57038746

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201510098407.7A Active CN105992215B (en) 2015-03-05 2015-03-05 A kind of determining frequency spectrum resource uses the method and device of degree

Country Status (1)

Country Link
CN (1) CN105992215B (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115002814A (en) * 2022-06-09 2022-09-02 中国联合网络通信集团有限公司 Resource load determination method, device and storage medium
CN115550282A (en) * 2022-09-08 2022-12-30 中国联合网络通信集团有限公司 Resource allocation method and device, electronic equipment and storage medium
CN115550282B (en) * 2022-09-08 2024-05-17 中国联合网络通信集团有限公司 Resource allocation method and device, electronic equipment and storage medium

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101754381A (en) * 2008-12-18 2010-06-23 中国移动通信集团公司 Cognitive system cell spectrum allocation method, device and system
CN102361515A (en) * 2011-07-22 2012-02-22 中国联合网络通信集团有限公司 Assessment method and device based on utilization of wireless network resources
CN103167516A (en) * 2011-12-12 2013-06-19 中国移动通信集团设计院有限公司 Method and device for confirming frequency reuse degree in global system for mobile communication (GSM) system
CN104219674A (en) * 2013-05-30 2014-12-17 索尼公司 Spectrum resource management equipment, method and system and subsystem equipment

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101754381A (en) * 2008-12-18 2010-06-23 中国移动通信集团公司 Cognitive system cell spectrum allocation method, device and system
CN102361515A (en) * 2011-07-22 2012-02-22 中国联合网络通信集团有限公司 Assessment method and device based on utilization of wireless network resources
CN103167516A (en) * 2011-12-12 2013-06-19 中国移动通信集团设计院有限公司 Method and device for confirming frequency reuse degree in global system for mobile communication (GSM) system
CN104219674A (en) * 2013-05-30 2014-12-17 索尼公司 Spectrum resource management equipment, method and system and subsystem equipment

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115002814A (en) * 2022-06-09 2022-09-02 中国联合网络通信集团有限公司 Resource load determination method, device and storage medium
CN115550282A (en) * 2022-09-08 2022-12-30 中国联合网络通信集团有限公司 Resource allocation method and device, electronic equipment and storage medium
CN115550282B (en) * 2022-09-08 2024-05-17 中国联合网络通信集团有限公司 Resource allocation method and device, electronic equipment and storage medium

Also Published As

Publication number Publication date
CN105992215B (en) 2018-08-17

Similar Documents

Publication Publication Date Title
CN107437124A (en) A kind of operator based on big data analysis complains and trouble correlation analytic method
CN103150696A (en) Method and device for selecting potential customer of target value-added service
CN104980950A (en) Network optimization server, mobile device of realizing network optimization and system of realizing network optimization
CN105721187A (en) Service fault diagnosis method and apparatus
CN112132488B (en) Coupling modeling-optimizing reservoir ecological dispatching method
CN108934016A (en) Division methods, device, computer equipment and the storage medium of cell scenario classification
CN107846688A (en) A kind of wireless network site planning method and device based on multi-operator
US20040166862A1 (en) Method of simulating operating conditions of a telecommunication system requiring a limited amount of computing power
CN101296477A (en) Method and device for planning network topological
CN108243435A (en) Parameter optimization method and device in a kind of LTE cell scenarios division
CN104581748A (en) A method and device for identifying a scene in a wireless communication network
CN109104731A (en) Construction method, device and the computer equipment of cell scenario category classification model
CN111741427A (en) Service complaint processing method, device and equipment
CN107943697A (en) Problem distribution method, device, system, server and computer-readable storage medium
CN106454857A (en) Evaluation method and device for network planning
CN104684091B (en) Network architecture method of adjustment, device, network scheduling controller and base station
CN109995549B (en) Method and device for evaluating flow value
CN114626939A (en) Credit processing method and device, electronic equipment and storage medium
CN113869602A (en) Method and system for predicting demand of spare parts of nuclear power plant, computer equipment and storage medium
CN109428760B (en) User credit evaluation method based on operator data
CN111428197B (en) Data processing method, device and equipment
CN113688542A (en) Intelligent optimization water resource configuration method and device, computer equipment and storage medium
CN105992215A (en) Method and device for determining spectrum resource utilization degree
CN110337118A (en) Customer complaint immediate processing method and device
CN101888650B (en) Method and system for determining access capacity of machine-to-machine (M2M) businesses

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant