CN103731855B - Method and device for screening high-data service hot spot cells - Google Patents
Method and device for screening high-data service hot spot cells Download PDFInfo
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- CN103731855B CN103731855B CN201210384527.XA CN201210384527A CN103731855B CN 103731855 B CN103731855 B CN 103731855B CN 201210384527 A CN201210384527 A CN 201210384527A CN 103731855 B CN103731855 B CN 103731855B
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Abstract
The invention discloses a method and device for screening high-data hot spot cells. The method comprises the steps that a target user terminal cluster is determined according to the data service usage rate and/or the support degree for the data service of all user terminals in the same communication network, wherein the target user terminal cluster comprises at least one user terminal; target cells where the user terminals included by the user terminal cluster linger for the time larger than the first preset threshold are obtained according to the determined target user terminal cluster; the obtained target cells are classified and ranked; the high-data service hot spot cells are screened out according to the number of the user terminals supporting the WIFI function in the classified and ranked target cells and the GPRS flow data of the target cells, and data service hot spots can be arranged. According to the method and device, the universality is high, and the priority of arranging WLAN hot spots can be accurately determined.
Description
Technical field
The present invention relates to wireless communication technology field, especially relate to a kind of method screening high data service Hot Spot
A kind of and device, and method and device that high data service Hot Spot is optimized.
Background technology
With the high speed development of mobile Internet business, the quantity of mobile phone users is also being continuously increased, substantial amounts of shifting
Dynamic terminal use can produce substantial amounts of data traffic requirement when carrying out data service using mobile network, thus taking more
Communication network traffic, leads to the message capacity of mobile network can't bear the heavy load.In order to mitigate the logical of mobile network to a certain extent
Letter capacity burden, can be mobile by arranging WLAN (wlan, wireless local area network) focus
Terminal use uses the mode of wlan, and the data service of mobile phone users is shunted.
Wherein, wlan network is a kind of competitive, Radio Access Network that flow cost is relatively low, and mobile terminal is used
Wireless Fidelity (wifi, the wireless fidelity) technology that family is passed through in terminal has access to wlan.Wherein, wifi technology
It is a kind of Internet technology that user can be helped to access Email, web and streaming video, it has provided the user wireless
Broadband internet accesses.Meanwhile, be also mobile phone users at home, office or surf the Net on the road quick, easily
Approach.Wherein, data service focus or wlan focus can be referred to as by the place of wifi technology access wlan network,
Wifi hotspot can be referred to as.
In prior art, when screening high data service Hot Spot, to determine and to arrange that wlan focus priority is
Example, to be described in detail, and typically has a two ways:
First kind of way: by the artificial experience of network optimization personnel, generally data industry is done using empirical model screening
Business Hot Spot, for example, determine arrangement wlan focus priority when, by Grade A hospital, deluxe hotel, Advanced Business building and
The common crowded region such as railway station, setting priority level is higher, the less region arrangement wlan focus of other flows of the people
Priority level is relatively low.By the way of empirical model screens high data service Hot Spot, limitation is stronger, and accuracy rate is relatively low.
For example in crowded place, the utilization rate of wlan resource is not necessarily high, if in wlan resource utilization lower ground side
Setting wlan focus is so that the wlan wasting of resources is more serious.
The second way: screen the cell of high data service focus according to data in communication network service traffics.For example,
Come according to general packet radio service technology (gprs, the general packet radio service) flow in communication network
Determine arrangement wlan focus priority.For the high flow volume region of wireless data service gprs in communication network, arrange wlan heat
Point priority level is higher than the low region of gprs flow.This mode does data service Hot Spot to screen, and limitation is stronger, accurate
Really property is relatively low.As only determined arrangement wlan focus priority by one index of gprs flow, gprs flow is high, but more
Mobile phone users may connect network still through gprs mode, if those regions arrange wlan focus, be likely to result in
The waste of wlan resource, utilization rate is relatively low.
The method screening high data service Hot Spot in above-mentioned prior art, limitation is stronger, and the result determined is accurate
Really property is relatively low, and then makes the wasting of resources more serious.
Content of the invention
Embodiments provide a kind of screen high data service Hot Spot method and device, to high data service
The method and device that Hot Spot is optimized, versatility preferably, can accurately filter out high data service Hot Spot, enter
And preferably improve resource utilization.
A kind of method screening high data service Hot Spot, comprising: according to each user terminal in same communication network
Data service utilization rate and/or to data business support degree, determine target terminal user group, wherein said target terminal user
Group comprises at least one user terminal;According to the target terminal user group determining, comprise in acquisition target terminal user group
Each user terminal resident duration in each cell is more than the Target cell of preset first threshold value;The Target cell obtaining is carried out point
Level sequence;User terminal quantity according to the support Wireless Fidelity wifi function of comprising in each Target cell after order of classification and
The general packet radio service gprs data on flows of each Target cell, filters out high data service Hot Spot and goes forward side by side data service
Focus is arranged.
A kind of device screening high data service Hot Spot, comprising: target terminal user group's determining unit, according to same
The data service utilization rate of each user terminal and/or to data business support degree in communication network, determines target terminal user
Group, wherein said target terminal user group comprises at least one user terminal;Obtaining unit, for according to target terminal user group
The target terminal user group that determining unit is determined, obtains each user terminal comprising in target terminal user group in each cell
Resident duration is more than the Target cell of preset first threshold value;Order of classification unit, for being classified to the Target cell obtaining
Sequence;Priority determining unit, for according to the support comprising in each Target cell after order of classification unit order of classification no
The user terminal quantity of line fidelity wifi function and the general packet radio service gprs data on flows of each Target cell, filter out
High data service Hot Spot go forward side by side data service focus arrangement.
A kind of method that high data service Hot Spot is optimized, comprising: according to each use in same communication network
The data service utilization rate of family terminal and/or to data business support degree, determines target terminal user group, and wherein said target is used
Family terminal group comprises at least one user terminal;According to the target terminal user group determining, obtain in target terminal user group
The each user terminal comprising resident duration in each cell is more than the Target cell of preset first threshold value;Little to the target determined
Area carries out order of classification;The utilization rate of the data traffic transmission bandwidth according to the Target cell after order of classification and/or data industry
Business flow, is optimized to high data service Hot Spot.
A kind of device that high data service Hot Spot is optimized, comprising: target terminal user group's determining unit, uses
In the data service utilization rate according to each user terminal in same communication network and/or to data business support degree, determine mesh
Mark user terminal group, wherein said target terminal user group comprises at least one user terminal;Obtaining unit, for according to target
The target terminal user group that user terminal group's determining unit is determined, obtains each user terminal comprising in target terminal user group
In each cell, resident duration is more than the Target cell of preset first threshold value;Order of classification unit, for little to the target obtaining
Area carries out order of classification;Optimize unit, for the utilization of the data traffic transmission bandwidth according to the Target cell after order of classification
Rate and/or data service flow, are optimized to high data service Hot Spot.
Using technique scheme, the data service utilization rate according to each user terminal in same communication network and/or
To data business support degree, determine target terminal user group, then obtain Target cell further, and to all targets obtaining
Cell carries out order of classification, according to the user terminal quantity of the support wifi function of comprising in each Target cell after order of classification
With the gprs data on flows of each Target cell, delete and select high data service Hot Spot and carry out data traffic hotspots arrangement.Make
The accuracy of the layout data traffic hotspots priority that must determine is higher, and versatility is stronger, subsequently carries out data service focus
During arrangement, the priority of layout data traffic hotspots can dynamically be adjusted by the dynamic change of target terminal user group,
Can data service utilization rate based on user terminal and/or to data business support degree come layout data traffic hotspots, and
The utilization rate of the data traffic transmission bandwidth according to the Target cell after order of classification and/or data service flow, to arrangement
Data service focus is optimized, and effectively sufficiently can utilize data traffic transmission resource, and avoid in prior art
Operator's efficiency of investment that blindly arrangement data service focus leads to is low, the follow-up data service focus to arrangement is optimized
When, lack the problem optimizing foundation.
Brief description
Fig. 1 is in the embodiment of the present invention one, the method flow diagram of the high data service Hot Spot of screening of proposition;
Fig. 2 is in the embodiment of the present invention one, the structure drawing of device of the high data service Hot Spot of screening of proposition;
Fig. 3 is in the embodiment of the present invention two, and the method flow diagram of wlan focus priority is arranged in the determination of proposition;
Fig. 4 is in the embodiment of the present invention two, proposes the method flow diagram of user terminal group that really sets the goal;
Fig. 5 is in the embodiment of the present invention two, the method flow diagram of the acquisition Target cell of proposition;
Fig. 6 is the method for the corresponding order of classification standard value of each Target cell of determination of proposition in the embodiment of the present invention two
Flow chart;
Fig. 7 is in the embodiment of the present invention two, and the method flow diagram of wlan focus priority is arranged in the determination of proposition;
Fig. 8 is the method flow diagram that high data service Hot Spot is optimized of proposition in the embodiment of the present invention three;
Fig. 9 is the apparatus structure that high data service Hot Spot is optimized of proposition in the embodiment of the present invention three
Figure.
Specific embodiment
Stronger for the method limitation screening high data service Hot Spot present in prior art, accuracy rate is relatively
Low, and then make the relatively low problem of data traffic transmission resource utilization, embodiment of the present invention technique proposed herein scheme, base
In the data mining to user terminal, consider the data service utilization rate of user terminal and/or to data business support degree,
Determining target terminal user group, it is then determined that going out Target cell, to the Target cell after order of classification, considering each mesh
The user terminal quantity of wifi function comprising in mark cell and the gprs data on flows of each Target cell, delete and select high data industry
Business Hot Spot simultaneously carries out data traffic hotspots arrangement, and the data traffic transmission band according to the Target cell after order of classification
Wide utilization rate and/or data service flow, are optimized to the data service focus of arrangement, effectively can sufficiently utilize number
According to business transfer resource, and avoid the operator's efficiency of investment blindly arranging in prior art that data service focus leads to
When low, the follow-up data service focus to arrangement is optimized, lack the problem optimizing foundation.
Below in conjunction with each accompanying drawing to embodiment of the present invention technical scheme main realize principle, specific embodiment and
It is set forth in the beneficial effect that should be able to reach.
Embodiment one
The embodiment of the present invention proposes a kind of method screening high data service Hot Spot here, as shown in figure 1, concrete locate
Reason flow process is for example following:
Step 11, obtains data service utilization rate and/or the support to data service of each user terminal.
It should be noted that the sorting technique of data service is different, the species also incomplete phase of the data service marking off
With such as according to the classification of user's animation, data service can be divided into communication class, message class, transaction class etc., for ease of explaining
State, the embodiment of the present invention one so that data service is for wlan business to be as a example described in detail here.Obtain each user terminal
Business utilization rate and/or the support to wlan business.
Wherein, business utilization rate and/or the support to wlan business of each user terminal are obtained, due to each use
The communication network that family terminal is belonged to is different, or even the user terminal having is probably bimodulus, therefore when entering row data communication
Two obstructed communication networks can be belonged to, and different communication networks may be provided by incomplete same operator.For
The communication network being provided by same operator, operator can store the related industry of each user terminal in background data base
Business data message, including the user totem information of the corresponding user of each user terminal, password, service data information and words
Single itemized record etc..In the embodiment of the present invention one technique proposed herein scheme, need to obtain each in background data base
The wlan business utilization rate of user terminal and the support to wlan business for this user terminal.Specifically, wlan business utilization rate
It can be the wifi business utilization rate of each user terminal record corresponding in background data base.For example, can deposit in background data base
Store up the wifi set meal that each user handles at operator, and the utilization rate of the wifi set meal to customization for the user terminal is on backstage
Also can respective stored in data base.And each user terminal can be with the customization of this user terminal to the support of wlan business
Wifi set meal amount is being weighed.
Step 12, the data service utilization rate according to each user terminal in same communication network and/or to data service
Support, determines target terminal user group.
Wherein said target terminal user group comprises at least one user terminal.
Wherein, the wlan business utilization rate according to each user terminal in same communication network and/or wlan business is propped up
Degree of holding, determines target terminal user group.Determine that the specific embodiment of target terminal user group can be, but not limited to take following
Three kinds of modes:
First kind of way: for each user terminal in same communication network, determine the wlan business of this user terminal
Whether utilization rate is higher than default first threshold value, if it is, determining that this user terminal belongs to target terminal user group, if
No, determine whether this user terminal is higher than default second threshold value to wlan business support degree, if it is, determining this user terminal
Belong to target terminal user group, if not, determining that this user terminal does not belong to target terminal user group.For example, concrete
In implementation process, for each user terminal in same communication network, the wifi of this user terminal customization can be determined first
Whether the utilization rate of service package is higher than default first threshold value, if it is, determining that this user terminal belongs to targeted customer
Terminal group, otherwise it is determined that whether the wifi set meal amount of this user terminal customization higher than default second threshold value, if it is,
Determine that this user terminal belongs to target terminal user group, if not, determining that this user terminal does not belong to target terminal user
Group.
The second way: for each user terminal in same communication network, determine this user terminal to wlan business
Whether support is higher than default 3rd threshold value, if it is, determining that this user terminal belongs to target terminal user group, if
No, determine whether the wlan business utilization rate of this user terminal is higher than default 4th threshold value, if it is, determining this user terminal
Belong to target terminal user group, if not, determining that this user terminal does not belong to target terminal user group.For example, concrete
In implementation process, for each user terminal in same communication network, the wifi of this user terminal customization can be determined first
Whether set meal amount is higher than default 3rd threshold value, if it is, determining that this user terminal belongs to target terminal user group, if
No it is determined that whether the utilization rate of the wifi service package of this user terminal customization is higher than default 4th threshold value, if it is,
Determine that this user terminal belongs to target terminal user group.
The third mode: for each user terminal in same communication network, determine the wlan business of this user terminal
Whether utilization rate is higher than default 5th threshold value, and whether this user terminal is higher than default 6th thresholding to wlan business support degree
Value, if it is, determining that this user terminal belongs to target terminal user group, if not, determine that this user terminal does not belong to mesh
Mark user terminal group.For example, in specific implementation process, for each user terminal in same communication network, can be first
Whether the wifi set meal amount determining the customization of this user terminal is higher than default 5th threshold value, and determines the customization of this user terminal
Whether the utilization rate of wifi service package is higher than default 6th threshold value, if two conditions are satisfied by it is determined that this user
Terminal attaching is in target terminal user group.Conversely, determining that this user terminal does not belong to target terminal user group.
Step 13, according to the target terminal user group determining, obtains each user comprising in target terminal user group eventually
End resident duration in each cell is more than the Target cell of preset first threshold value.
Wherein, the specific implementation method obtaining Target cell is for example following:
Step one: the calling obtaining each user terminal comprising in target terminal user group in background data base is detailed
Record (cdr, call detail record).
Wherein, operator is that each user terminal correspondence in background data base stores a cdr, records this
The user terminal duration of call, message registration, gprs business datum flow, wifi set meal amount, wifi set meal utilization rate etc..
Step 2: for each user terminal comprising in target terminal user group, according to obtaining and this user terminal
Corresponding cdr, determines that this user terminal resident duration in each cell is more than the Target cell of preset first threshold value.
Wherein, according to the corresponding cdr of user terminal obtaining, this user that can be, but not limited to according to record in cdr is whole
End, in the duration of call of each cell, to determine resident duration in each cell for this user terminal.Can also record according in cdr
This user terminal each cell use gprs connect duration, to determine resident duration in each cell for this user terminal.
Step 14, carries out order of classification to the Target cell obtaining in step 13.
Wherein it is possible to the Target cell determined for each, by the target complete user comprising in this Target cell eventually
End is added summation to wlan business support degree, and the value preset obtaining is as this Target cell corresponding order of classification standard value.According to
The each Target cell obtaining corresponding order of classification standard value respectively, the Target cell determined is divided into high weighted value cell
With not high weighted value cell.
Specifically, for each Target cell, determine this Target cell corresponding order of classification standard value whether more than default
Second Threshold, if it is, determining that this Target cell belongs to high weighted value cell, if not, determine that this Target cell belongs to
Not high weighted value cell.
Step 15, the user terminal quantity according to the support wifi function of comprising in each Target cell after order of classification and
The gprs data on flows of each Target cell, filters out high data service Hot Spot.
Wherein it is possible to determine first the user terminal quantity of support wifi function that comprises in each high weighted value cell and
Gprs data on flows, the user terminal quantity according to the support wifi function of comprising in the described high weighted value cell determined and
The gprs data on flows of high weighted value cell, determines arrangement wlan focus priority;And determine each not high weighted value cell
In the user terminal quantity of support wifi function that comprises and gprs data on flows, little according to the described not high weighted value determined
The user terminal quantity of support wifi function comprising in area and the gprs data on flows of not high weighted value cell, determine arrangement number
According to traffic hotspots (the wlan focus that for example embodiment of the present invention one proposes here) priority.
High weighted value cell and not high weighted value cell can be directed to, determine layout data traffic hotspots priority respectively.
For high weighted value cell: the user of the support wifi function of comprising in determining described high weighted value cell is eventually
Terminal number amount is more than the 7th threshold value set in advance, and the gprs data on flows of described high weighted value cell is more than default 8th
During limit value, determine described high weighted value cell as the high data service Hot Spot of the first priority.
The user terminal quantity of the support wifi function of comprising in determining described high weighted value cell be more than set in advance
The 7th fixed threshold value, and when the gprs data on flows of described high weighted value cell is less than default eight threshold value, determine described
High weighted value cell is as the high data service Hot Spot of the second priority.
The user terminal quantity of the support wifi function of comprising in determining described high weighted value cell is less than and sets in advance
The 7th fixed threshold value, and when the gprs data on flows of described high weighted value cell is more than default eight threshold value, determine described
High weighted value cell is as the high data service Hot Spot of third priority.
The user terminal quantity of the support wifi function of comprising in determining described high weighted value cell is less than and sets in advance
The 7th fixed threshold value, and when the gprs data on flows of described high weighted value cell is less than default eight threshold value, determine described
High weighted value cell is as the high data service Hot Spot of the 4th priority.
For not high weighted value cell:
The user terminal quantity of the support wifi function of comprising in determining described not high weighted value cell is more than in advance
The 9th threshold value setting, and when the gprs data on flows of described not high weighted value cell is more than default ten threshold value, determine
Described not high weighted value cell is as the high data service Hot Spot of the 5th priority.
The user terminal quantity of the support wifi function of comprising in determining described not high weighted value cell is more than in advance
The 9th threshold value setting, and when the gprs data on flows of described not high weighted value cell is less than default ten threshold value, determine
Described not high weighted value cell is as the high data service Hot Spot of the 6th priority.
The user terminal quantity of the support wifi function of comprising in determining described not high weighted value cell is less than in advance
The 9th threshold value setting, and when the gprs data on flows of described not high weighted value cell is more than default ten threshold value, determine
Described not high weighted value cell is as the high data service Hot Spot of the 7th priority.
The user terminal quantity of the support wifi function of comprising in determining described not high weighted value cell is less than in advance
The 9th threshold value setting, and when the gprs data on flows of described not high weighted value cell is less than default ten threshold value, determine
Described not high weighted value cell is as the high data service Hot Spot of the 8th priority.
Specifically, in specific implementation process, taking determine arrangement wlan focus priority as a example, high weighted value can be directed to
Cell and not high weighted value cell, determine arrangement wlan focus priority respectively.
Wherein, for high weighted value cell, determine that arrangement wlan focus priority is as follows:
The user terminal quantity of the support wifi function of comprising in determining described high weighted value cell be more than set in advance
The 7th fixed threshold value, and when the gprs data on flows of described high weighted value cell is more than default eight threshold value, it is defined as institute
Stating high weighted value cell arrangements wlan focus priority is the first priority.
The user terminal quantity of the support wifi function of comprising in determining described high weighted value cell be more than set in advance
The 7th fixed threshold value, and when the gprs data on flows of described high weighted value cell is less than default eight threshold value, it is defined as institute
Stating high weighted value cell arrangements wlan focus priority is the second priority.
The user terminal quantity of the support wifi function of comprising in determining described high weighted value cell is less than and sets in advance
The 7th fixed threshold value, and when the gprs data on flows of described high weighted value cell is more than default eight threshold value, it is defined as institute
Stating high weighted value cell arrangements wlan focus priority is third priority.
The user terminal quantity of the support wifi function of comprising in determining described high weighted value cell is less than and sets in advance
The 7th fixed threshold value, and when the gprs data on flows of described high weighted value cell is less than default eight threshold value, it is defined as institute
Stating high weighted value cell arrangements wlan focus priority is the 4th priority.
For not high weighted value cell, determine that arrangement wlan focus priority is as follows:
The user terminal quantity of the support wifi function of comprising in determining described not high weighted value cell is more than in advance
The 9th threshold value setting, and when the gprs data on flows of described not high weighted value cell is more than default ten threshold value, determine
It is the 5th priority for described not high weighted value cell arrangements wlan focus priority.
The user terminal quantity of the support wifi function of comprising in determining described not high weighted value cell is more than in advance
The 9th threshold value setting, and when the gprs data on flows of described not high weighted value cell is less than default ten threshold value, determine
It is the 6th priority for described not high weighted value cell arrangements wlan focus priority.
The user terminal quantity of the support wifi function of comprising in determining described not high weighted value cell is less than in advance
The 9th threshold value setting, and when the gprs data on flows of described not high weighted value cell is more than default ten threshold value, determine
It is the 7th priority for described not high weighted value cell arrangements wlan focus priority.
The user terminal quantity of the support wifi function of comprising in determining described not high weighted value cell is less than in advance
The 9th threshold value setting, and when the gprs data on flows of described not high weighted value cell is less than default ten threshold value, determine
It is the 8th priority for described not high weighted value cell arrangements wlan focus priority.
Step 16, according to the high data service Hot Spot filtering out, carries out data service focus arrangement.
In specific implementation process, wlan focus arrangement can be carried out according to the arrangement wlan focus priority determined.
Wherein it is possible to be carried out respectively according to the arrangement wlan focus priority level (as the first priority ~ the 8th priority) determined
Wlan focus is arranged.
Wherein, after above-mentioned steps 16, can also include:
The utilization rate of the data traffic transmission bandwidth according to Target cell and/or data service flow, the data to arrangement
Traffic hotspots are optimized.
Specifically, the utilization rate of the wlan transmission bandwidth according to Target cell and/or wlan flow, the wlan heat to arrangement
Point is optimized.
Correspondingly, the embodiment of the present invention one this also propose a kind of screen high data service Hot Spot device, as Fig. 2 institute
Show, this device specifically includes:
Target terminal user group's determining unit 201, for the data industry according to each user terminal in same communication network
Business utilization rate and/or to data business support degree, determines target terminal user group, wherein said target terminal user group comprise to
A few user terminal.
Specifically, above-mentioned target terminal user group's determining unit 201, specifically for for each in same communication network
User terminal, determines whether the data service utilization rate of this user terminal is higher than default first threshold value, if it is, determining this use
Family terminal attaching is in target terminal user group, if not, determining whether this user terminal is higher than default to data business support degree
Second threshold value, if it is, determining that this user terminal belongs to target terminal user group, if not, determine this user terminal not
Belong to target terminal user group;Or for each user terminal in same communication network, determine this user terminal logarithm
According to business support degree whether higher than default 3rd threshold value, if it is, determining that this user terminal belongs to target terminal user group,
If not, whether determining the data service utilization rate of this user terminal higher than default 4th threshold value, if it is, determining this user
Terminal attaching is in target terminal user group, if not, determining that this user terminal does not belong to target terminal user group;Or it is directed to
Each user terminal in same communication network, whether the data service utilization rate determining this user terminal is higher than default 5th
Limit value, and whether this user terminal is higher than default 6th threshold value to data business support degree, if it is, determining this user terminal
Belong to target terminal user group, if not, determining that this user terminal does not belong to target terminal user group.
Obtaining unit 202, for the target terminal user group being determined according to target terminal user group's determining unit, obtains
The each user terminal comprising in target terminal user group resident duration in each cell is more than the Target cell of preset first threshold value.
Specifically, above-mentioned obtaining unit 202, specifically for obtaining each user terminal comprising in target terminal user group
Call detail record cdr;For each user terminal comprising in target terminal user group, whole with this user according to obtaining
Hold corresponding cdr, determine that this user terminal resident duration in each cell is more than the Target cell of preset first threshold value.
Order of classification unit 203, for carrying out order of classification to the Target cell obtaining.
Specifically, above-mentioned order of classification unit 203, specifically for the Target cell determined for each, by this target
The target complete user terminal comprising in cell is added summation to data business support degree, and the value preset obtaining is as this Target cell
Corresponding order of classification standard value;According to each Target cell obtaining corresponding order of classification standard value respectively, by determine
Target cell is divided into high weighted value cell and not high weighted value cell.
Specifically, above-mentioned order of classification unit 203, specifically for for each Target cell, determining this Target cell correspondence
Order of classification standard value whether more than default Second Threshold, if it is, determining that this Target cell belongs to high weighted value cell,
If not, determining that this Target cell belongs to not high weighted value cell.
Priority determining unit 204, for according to comprising in each Target cell after order of classification unit order of classification
Support the user terminal quantity of Wireless Fidelity wifi function and the general packet radio service gprs data on flows of each Target cell,
Filter out high data service Hot Spot go forward side by side data service focus arrangement.
Specifically, above-mentioned priority determining unit 204, specifically for determining the support comprising in each high weighted value cell
The user terminal quantity of wifi function and gprs data on flows, according to the support comprising in the described high weighted value cell determined
The user terminal quantity of wifi function and the gprs data on flows of high weighted value cell, filter out high data service Hot Spot;
And determine the user terminal quantity of support wifi function and gprs data on flows comprising in each not high weighted value cell, root
User terminal quantity and not high weighted value according to the support wifi function of comprising in the described not high weighted value cell determined are little
The gprs data on flows in area, filters out high data service Hot Spot.
Specifically, above-mentioned priority determining unit 204, specifically for comprising in described high weighted value cell determining
The user terminal quantity supporting wifi function is more than the 7th threshold value set in advance, and the gprs stream of described high weighted value cell
When amount data is more than default eight threshold value, determine described high weighted value cell as the high data service focus of the first priority
Cell;And the user terminal quantity of the support wifi function of comprising in determining described high weighted value cell is more than and sets in advance
The 7th fixed threshold value, and when the gprs data on flows of described high weighted value cell is less than default eight threshold value, determine described
High weighted value cell is as the high data service Hot Spot of the second priority;Comprise in determining described high weighted value cell
The user terminal quantity of support wifi function be less than the 7th threshold value set in advance, and the gprs of described high weighted value cell
When data on flows is more than default eight threshold value, determine described high weighted value cell as the high data service heat of third priority
Point cell;The user terminal quantity of the support wifi function of comprising in determining described high weighted value cell is less than and presets
The 7th threshold value, and when the gprs data on flows of described high weighted value cell is less than default eight threshold value, determine described height
Weighted value cell is as the high data service Hot Spot of the 4th priority.
Specifically, above-mentioned priority determining unit 204, specifically for comprising determining in described not high weighted value cell
The user terminal quantity of support wifi function be more than the 9th threshold value set in advance, and described not high weighted value cell
When gprs data on flows is more than default ten threshold value, determine described not high weighted value cell as the high data of the 5th priority
Traffic hotspots cell;And the user terminal quantity of the support wifi function of comprising in determining described not high weighted value cell
More than the 9th threshold value set in advance, and the gprs data on flows of described not high weighted value cell is less than default tenth threshold value
When, determine described not high weighted value cell as the high data service Hot Spot of the 6th priority;Determining described not high
The user terminal quantity of the support wifi function of comprising in weighted value cell is less than the 9th threshold value set in advance, and described non-
When the gprs data on flows of high weighted value cell is more than default ten threshold value, determine described not high weighted value cell as the 7th
The high data service Hot Spot of priority;The use of the support wifi function of comprising in determining described not high weighted value cell
Family terminal quantity is less than the 9th threshold value set in advance, and the gprs data on flows of described not high weighted value cell is less than and presets
During ten threshold values, determine described not high weighted value cell as the high data service Hot Spot of the 8th priority.
Wherein, said apparatus, can also include:
Optimize unit, the utilization rate for the data traffic transmission bandwidth according to Target cell and/or data service flow,
The data service focus of arrangement is optimized.
Embodiment two
Further, on the basis of above-described embodiment one, the embodiment of the present invention two is here to determine arrangement wlan heat
As a example point, to elaborate embodiment of the present invention technique proposed herein scheme, as shown in figure 3, idiographic flow is for example following:
Step 31, obtains the wlan business utilization rate of each user terminal and/or the support to wlan business.
Wherein, the embodiment of the present invention two here, is used with the wifi set meal that wlan business utilization rate is user terminal customization
Rate, the support to wlan business is that total set meal amount that user terminal customizes to be described in detail.Specifically, user terminal
Customization wifi set meal utilization rate and user terminal customization total set meal amount calculating duration all according to the moon over divide.
Specifically, the wifi set meal utilization rate monthly customizing and the use of each user terminal in background data base, are obtained
Total set meal amount that family terminal monthly customizes.
Step 32, the wifi set meal utilization rate that each user terminal according to obtaining monthly customizes and user terminal are monthly fixed
Total set meal amount of system, determines target terminal user group.
Wherein, comprise at least one user terminal in target terminal user group.Due to finally obtain it is and wlan focus
Whether related information, so be higher than default first according to the wifi set meal utilization rate that each user terminal obtaining monthly customizes
Threshold value, and/or whether the total set meal amount monthly being customized according to user terminal is higher than default second threshold value, the mesh determined
Mark user terminal group can also be referred to as wifi target terminal user group.That is, the target terminal user finally determined
But group is to comprise the high user terminal of wifi set meal utilization rate or the high use of wifi set meal utilization rate low set meal full amount
Family terminal.
Specifically, it is determined that the method for target terminal user group refers to elaborating in step 12 in above-mentioned enforcement one,
The embodiment of the present invention two repeats no more here.Only to be described in detail in the first manner below:
As shown in figure 4, the concrete processing procedure of determination target terminal user group is for example following:
Whether step 41, for each user terminal, judge the wifi set meal utilization rate monthly customizing of this user terminal
Higher than default first threshold value, if it is, execution step 42, otherwise execution step 43.
Wherein, the wifi set meal utilization rate monthly customizing of user terminal can use wifi according to this this month of user terminal
The ratio of the wifi set meal total duration that business duration and this user terminal monthly customize is determining.
Step 42, determines that this user terminal belongs to target terminal user group, continues executing with step 44.
Step 43, judges whether this user terminal is higher than default second threshold value to wlan business support degree, if it is, holding
Row step 42, otherwise execution step 44.
For example, judge whether the moon set meal full amount that this user terminal customizes is higher than default second threshold value, if it is, holding
Row step 42, otherwise execution step 44.
Wherein, for operator, the moon set meal full amount of user terminal customization may be employed to weigh health service revenue
An index.Generally to be represented with every user's average income (arpu, average revenue per user) value.Accordingly
Ground, it is also possible to whether judge the arpu value of this user terminal higher than default second threshold value, if it is, executing step in step 43
Rapid 42, on the contrary execution step 44.
Step 44, judges in same communication network, if also have user terminal not carry out sentencing of target terminal user group
Fixed, if it is, returning execution step 41, conversely, end is processed.
Wherein, according to the handling process of above-mentioned steps 41 ~ step 44, the target terminal user group such as table 1 below determined
Shown.
Table 1
Step 33, according to the target terminal user group determining in step 32, obtains in target terminal user group, user
Terminal residence time is more than the Target cell of preset first threshold value.
Wherein, as shown in figure 5, the specific implementation process obtaining Target cell specific as follows is stated:
Step 51, for each user terminal in the target terminal user group obtaining, obtains mesh in background data base
Mark user terminal group this user terminal cdr in preset time period.
Such as preset time period is 30 days, then obtain in 30 days in background data base, comprise in target terminal user group
Each target terminal user cdr.It is preferred that for ensureing the accuracy judging, can also be by the way of meansigma methodss.Example
As preset time period is 12 months, and the results added of the every month finally giving is asked for average.
Step 52, according to the cdr monthly of each user terminal obtaining, determines this user terminal of record in cdr
The duration of call, according to the duration of call, records the resident duration in each cell of this user terminal, and records the position letter of this cell
Breath, such as recording cell mark etc..
Step 53, judges whether also do not processed with user terminal in target terminal user group, if it is, execution
Step 51, conversely, execution step 54.
Step 54, by each user terminal comprising in the target terminal user obtaining group in each cell resident when appearance
Plus summation, obtain the Target cell that at least one resident duration is more than preset first threshold value.
For example, it is assumed that 12 middle of the month, user terminal ue1 a length of 20 hours/month when resident in cell 4567, user is eventually
A length of 80 hours/month when end ue1 is resident in cell 5678, user terminal ue2 is a length of 10 hours when resident in cell 4567/
Month, user terminal ue2 a length of 40 hours/month when resident in cell 5678, then comprise in the target terminal user group obtaining
A length of 30 hours/month when each user terminal is always resident in cell 4567, each user comprising in target terminal user group
A length of 110 hours/month when terminal is always resident in cell 5678 it is assumed that first threshold be 80 hours/month it is determined that cell
5678 is Target cell.
For example, the handling process according to step 51 ~ step 54, the Target cell of acquisition can be as shown in table 2.
Table 2
Step 34, determines the set meal total value of the user terminal customization comprising in each Target cell obtaining, according to determining
Each Target cell set meal total value, the value preset obtaining is as this Target cell corresponding order of classification standard value.
Wherein, it is included in target terminal user group by the user terminal carrying out set meal total value statistics.
Specifically, as shown in fig. 6, the processing procedure of determination each Target cell corresponding order of classification standard value is specific as follows
State:
It should be noted that for ease of illustrating, the embodiment of the present invention two is explained here taking two Target cells as a example
State.
Step 61, for each user terminal in target terminal user group, judges whether this user terminal belongs to regulation
Target cell 1.If it is, execution step 62, otherwise abandon processing.
For example, for the Target cell 1 obtaining, judge whether user terminal 2 belongs to the Target cell of regulation, its foundation
May is that when determining Target cell 1, total set meal volume of user terminal 2 customization whether as determination Target cell 1 judgement according to
According to.
Step 62, obtains and records total set meal volume of this user terminal customization.
Step 63, total set meal volume of each user terminal customization belonging to same Target cell 1 obtaining is added and tries to achieve
Value preset, execution step 64.
Step 64, judges whether to also have other user terminals in the Target cell 1 specifying.If it is, execution step 62, instead
It, execution step 65.
Step 65, judges whether that also other Target cells obtaining obtain order of classification standard value, if it is, return holding
Row step 61, execution step 66 if not.
Step 66, according to each Target cell obtaining corresponding order of classification standard value respectively, will be little for the target determined
Zoning is divided into high weighted value cell and not high weighted value cell.
Specifically, for each Target cell, determine this Target cell corresponding extension set ranking criteria value whether more than default
Second Threshold, if it is, determine that this Target cell belongs to high weighted value cell it is also possible to referred to as high-quality cell.If
No, determine that this Target cell belongs to not high weighted value cell, also referred to as non-high-quality cell.
For example, the handling process according to described in above-mentioned steps 61 ~ step 66, the high-quality cell obtaining and non-high-quality
The concrete form of cell can enter shown in Table 3 below:
Table 3
Step 35, determines arrangement wlan focus priority.
Wherein, for the high-quality Target cell determined and not high QT Quality Target cell, respectively according to each Target cell
In the user terminal quantity of support wifi function that comprises and each Target cell gprs data on flows, determine arrangement wlan focus
The method of priority refers to elaborating in step 15 in above-described embodiment one, and the embodiment of the present invention two is here only with a tool
Body example is being illustrated.As shown in fig. 7, concrete processing procedure is for example following:
Step 71, for each Target cell after order of classification, judges whether this Target cell is high-quality cell, if
It is, execution step 72, conversely, execution step 79.
Step 72, for this Target cell belonging to high-quality cell, judges the support wifi comprising in this Target cell
The user terminal quantity of function is more than the 7th threshold value set in advance, if it is, execution step 73, otherwise execution step 74.
Step 73, judges that the gprs data on flows of this Target cell is more than default 8th threshold value, if it is, executing step
Rapid 75, on the contrary execution step 76.
Step 74, the quantity of the terminal of support wifi function comprising in the Target cell determine high-quality is less than etc.
When default seven threshold value, determine whether that the gprs data on flows of this Target cell is more than default 8th threshold value, such as
It is really, then execution step 77, otherwise execution step 78.
Step 75, determines that this Target cell arrangement wlan focus priority is the first priority, in actual implementation process,
Can be using a class focus mark.
Step 76, determines that this Target cell arrangement wlan focus priority is the second priority, in actual implementation process,
Can be using b class focus mark.
Step 77, determines that this Target cell arrangement wlan focus priority is third priority, in actual implementation process,
Can be using c class focus mark.
Step 78, determines that this Target cell arrangement wlan focus priority is the 4th priority, in actual implementation process,
Can be using d class focus mark.
Step 79, after the non-high-quality cell when determining described Target cell, judges to comprise in non-high-quality cell
The user terminal quantity supporting wifi function is more than the 9th threshold value set in advance, if it is, execution step 80, otherwise hold
Row step 81.
Step 80, judges whether the gprs data on flows of described non-high-quality cell is more than default tenth threshold value, if
It is, then execution step 82, on the contrary execution step 83.
Step 81, the terminal quantity of the support wifi function of comprising in determining this non-high-quality cell is less than or equal in advance
If during nine threshold values, whether the gprs data on flows determining whether described non-high-quality cell is more than default tenth thresholding
Value, if it is, execution step 84, otherwise execution step 85.
Step 82, determines that this Target cell arrangement wlan focus priority is the 5th priority, in actual implementation process,
Can be using e class focus mark.
Step 83, determines that this Target cell arrangement wlan focus priority is the 6th priority, in actual implementation process,
Can be using f class focus mark.
Step 84, determines that this Target cell arrangement wlan focus priority is the 7th priority, in actual implementation process,
Can be using g class focus mark.
Step 85, determines that this Target cell arrangement wlan focus priority is the 8th priority, in actual implementation process,
Can be using h class focus mark.
Step 36, according to the arrangement wlan focus priority determined, arranges wlan focus in corresponding Target cell.
Embodiment three
Correspondingly, after filtering out high data service Hot Spot and carrying out data traffic hotspots arrangement, the network optimization
Personnel also need to arranged data service focus (such as wlan focus) need to be carried out safeguarding, assesses, and according to assessment knot
Fruit is optimized, and the embodiment of the present invention three proposes a kind of method to being optimized to high data service Hot Spot here, such as
Shown in Fig. 8, its concrete processing procedure is for example following:
Step 801, obtains data service utilization rate and/or the support to data service of each user terminal.
For example, the wlan business utilization rate of each user terminal and/or the support to wlan business are obtained.
Wherein, the wlan business utilization rate of each user terminal and/or the concrete reality of the support to wlan business are obtained
The mode of applying refers to elaborating in step 11 in above-described embodiment one, repeats no more here.
Step 802, the data service utilization rate according to each user terminal in same communication network and/or to data service
Support, determines target terminal user group, and wherein said target terminal user group comprises at least one user terminal.
Specifically, can be made according to the wlan business of each user terminal in same communication network taking wlan focus as a example
With rate and/or to wlan business support degree, determine target terminal user group, wherein said target terminal user group comprises at least one
Individual user terminal.
Wherein it is determined that the detailed process of target terminal user group refer in above-described embodiment one step 12 and on
State elaborating in step 32 in embodiment two, repeat no more here.
Step 803, according to the target terminal user group determining, obtains each user comprising in target terminal user group eventually
End resident duration in each cell is more than the Target cell of preset first threshold value.
Step 804, carries out order of classification to the Target cell determined.
Wherein, in above-mentioned steps 803 ~ step 804, determine Target cell and the Target cell determined is classified
The concrete processing procedure of sequence refers to step 13 ~ step 14 in above-described embodiment one, and step 33 in above-described embodiment two ~
Elaborating in step 34, repeats no more here.
Step 805, the utilization rate of the data traffic transmission bandwidth according to the Target cell after order of classification and/or data industry
Business flow, is optimized to high data service Hot Spot.
In being embodied as, can according to the utilization rate of the wlan transmission bandwidth of the Target cell after order of classification and/or
Wlan service traffics, are optimized to the wlan focus of arrangement.
For example, it is possible to for each Target cell after order of classification, if the utilization of the wlan transmission bandwidth of this Target cell
Rate is very low, even if this Target cell belongs to high weighted value cell it is also possible to suitably adjust wlan transmission bandwidth.If this target is little
The utilization rate of the wlan transmission bandwidth in area is very high, even if this Target cell belongs to not high weighted value cell it is also possible to wlan
Transmission bandwidth carries out dilatation.Specifically, the utilization rate of wlan transmission bandwidth can be according to the currently used band of wlan transmission bandwidth
The wide ratio transmitting total bandwidth with wlan to determine.
Wherein, for each Target cell after order of classification, the wlan service traffics according to each Target cell it may be determined that
Go out the wlan focus of " heat is built colod-application ", that is, when building wlan focus, this Target cell belongs to high weighted value cell, and preferentially
Rank higher (the such as first or second priority), but after wlan focus is built, the wlan hot spot application of this Target cell
Rate is not high, for this situation, provides corresponding optimization suggestion.For example user terminal arpu value is very high, but more use
Family terminal does not support wifi function.
Correspondingly, the embodiment of the present invention three also proposes a kind of high data service Hot Spot to be carried out with excellent dress here
Put, as shown in Figure 9, comprising:
Target terminal user group's determining unit 901, for the data industry according to each user terminal in same communication network
Business utilization rate and/or to data business support degree, determines target terminal user group, wherein said target terminal user group comprise to
A few user terminal.
Obtaining unit 902, for the target terminal user group being determined according to target terminal user group's determining unit, obtains
The each user terminal comprising in target terminal user group resident duration in each cell is more than the Target cell of preset first threshold value.
Order of classification unit 903, for carrying out order of classification to the Target cell obtaining.
Optimize unit 904, for the data traffic transmission bandwidth according to the Target cell after order of classification utilization rate and/
Or data service flow, high data service Hot Spot is optimized.
Using embodiment of the present invention technique proposed herein scheme, corresponding with user terminal based on back-end data library storage
Data, determine arrangement wlan focus priority and to arrangement wlan focus be optimized so that build wlan focus
When, it is possible to increase the network coverage of wlan, effectively sufficiently can utilize wlan resource, and avoid in prior art
When operator's efficiency of investment that blindly arrangement wlan focus leads to is low, the follow-up wlan focus to arrangement is optimized, lack excellent
Change the problem of foundation.Even can preferentially cover the Target cell of high weighted value so that corresponding user can pass through in cell
The service that user terminal is preferably provided using wlan focus.The such as high cell of wifi set meal utilization rate, wifi set meal utilize
But the high cell of rate low arpu value, can preferentially cover, and can improve the set meal utilization rate of target terminal user group,
The cell higher to gprs flow can carry out service distributing, operator is when building wlan focus it is also possible to preferably save
Construction cost.And for providing related foundation when subsequently the wlan focus built up being estimated and optimizes.
Obviously, those skilled in the art can carry out the various changes and modification essence without deviating from the present invention to the present invention
God and scope.So, if these modifications of the present invention and modification belong to the scope of the claims in the present invention and its equivalent technologies
Within, then the present invention is also intended to comprise these changes and modification.
Claims (20)
1. a kind of method screening high data service Hot Spot is it is characterised in that include:
Data service utilization rate according to each user terminal in same communication network and/or to data business support degree, determines
Target terminal user group, wherein said target terminal user group comprises at least one user terminal;
According to the target terminal user group determining, obtain each user terminal comprising in target terminal user group in each cell
Resident duration is more than the Target cell of preset first threshold value;
Order of classification is carried out to the Target cell obtaining;
User terminal quantity according to the support Wireless Fidelity wifi function of comprising in each Target cell after order of classification and each
The general packet radio service gprs data on flows of Target cell, filter out high data service Hot Spot go forward side by side data service heat
Point arrangement.
2. the method for claim 1 is it is characterised in that go forward side by side data service filtering out high data service Hot Spot
After focus arrangement, also include:
The utilization rate of the data traffic transmission bandwidth according to Target cell and/or data service flow, the data service to arrangement
Focus is optimized.
3. the method for claim 1 is it is characterised in that data industry according to each user terminal in same communication network
Business utilization rate and/or to data business support degree, determines target terminal user group, comprising:
For each user terminal in same communication network, whether the data service utilization rate determining this user terminal is higher than pre-
If the first threshold value, if it is, determining that this user terminal belongs to target terminal user group, if not, determining this user terminal
To data business support degree whether higher than default second threshold value, if it is, determining that this user terminal belongs to targeted customer eventually
End group, if not, determine that this user terminal does not belong to target terminal user group;Or
For each user terminal in same communication network, determine whether this user terminal is higher than pre- to data business support degree
If the 3rd threshold value, if it is, determining that this user terminal belongs to target terminal user group, if not, determining this user terminal
Data service utilization rate whether higher than default 4th threshold value, if it is, determining that this user terminal belongs to targeted customer eventually
End group, if not, determine that this user terminal does not belong to target terminal user group;Or
For each user terminal in same communication network, whether the data service utilization rate determining this user terminal is higher than pre-
If the 5th threshold value, and whether this user terminal is higher than default 6th threshold value to data business support degree, is somebody's turn to do if it is, determining
User terminal belongs to target terminal user group, if not, determining that this user terminal does not belong to target terminal user group.
4. the method for claim 1 is it is characterised in that according to the target terminal user group determining, obtaining target and use
The each user terminal comprising in the terminal group of family resident duration in each cell is more than the Target cell of preset first threshold value, comprising:
Obtain the call detail record cdr of each user terminal comprising in target terminal user group;
For each user terminal comprising in target terminal user group, according to the cdr corresponding with this user terminal obtaining, really
This user terminal fixed resident duration in each cell is more than the Target cell of preset first threshold value.
5. the method for claim 1 is it is characterised in that carry out order of classification to the Target cell obtaining, comprising:
The Target cell determined for each, the target complete user terminal comprising in this Target cell is propped up to data service
Degree of holding is added summation, and the value preset obtaining is as this Target cell corresponding order of classification standard value;
According to each Target cell obtaining corresponding order of classification standard value respectively, the Target cell determined is divided into Gao Quan
Weight values cell and not high weighted value cell.
6. method as claimed in claim 5 is it is characterised in that distinguish corresponding order of classification according to each Target cell obtaining
Standard value, the Target cell determined is divided into high weighted value cell and not high weighted value cell, comprising:
For each Target cell, whether determine this Target cell corresponding order of classification standard value more than presetting Second Threshold, such as
Fruit is to determine that this Target cell belongs to high weighted value cell, if not, it is little to determine that this Target cell belongs to not high weighted value
Area.
7. method as claimed in claim 5 is it is characterised in that according to the support comprising in each Target cell after order of classification
The user terminal quantity of wifi function and the general packet radio service gprs data on flows of each Target cell, filter out high number
According to traffic hotspots cell, comprising:
Determine the user terminal quantity of support wifi function and gprs data on flows comprising in each high weighted value cell, according to
The user terminal quantity of support wifi function that comprises in the described high weighted value cell determined and high weighted value cell
Gprs data on flows, filters out high data service Hot Spot;And
Determine the user terminal quantity of support wifi function and gprs data on flows comprising in each not high weighted value cell, root
User terminal quantity and not high weighted value according to the support wifi function of comprising in the described not high weighted value cell determined are little
The gprs data on flows in area, filters out high data service Hot Spot.
8. method as claimed in claim 7 it is characterised in that according to comprise in the described high weighted value cell determined
Hold the user terminal quantity of wifi function and the gprs data on flows of high weighted value cell, filter out high data service focus little
Area, comprising:
The user terminal quantity of the support wifi function of comprising in determining described high weighted value cell is more than set in advance
7th threshold value, and when the gprs data on flows of described high weighted value cell is more than default eight threshold value, determine described Gao Quan
Weight values cell is as the high data service Hot Spot of the first priority;And
The user terminal quantity of the support wifi function of comprising in determining described high weighted value cell is more than set in advance
7th threshold value, and when the gprs data on flows of described high weighted value cell is less than default eight threshold value, determine described Gao Quan
Weight values cell is as the high data service Hot Spot of the second priority;
The user terminal quantity of the support wifi function of comprising in determining described high weighted value cell is less than set in advance
7th threshold value, and when the gprs data on flows of described high weighted value cell is more than default eight threshold value, determine described Gao Quan
Weight values cell is as the high data service Hot Spot of third priority;
The user terminal quantity of the support wifi function of comprising in determining described high weighted value cell is less than set in advance
7th threshold value, and when the gprs data on flows of described high weighted value cell is less than default eight threshold value, determine described Gao Quan
Weight values cell is as the high data service Hot Spot of the 4th priority.
9. method as claimed in claim 7 is it is characterised in that according to comprising in the described not high weighted value cell determined
Support the user terminal quantity of wifi function and the gprs data on flows of not high weighted value cell, filter out high data service heat
Point cell, comprising:
The user terminal quantity of the support wifi function of comprising in determining described not high weighted value cell be more than preset
The 9th threshold value, and when the gprs data on flows of described not high weighted value cell is more than default ten threshold value, determine described
Not high weighted value cell is as the high data service Hot Spot of the 5th priority;And
The user terminal quantity of the support wifi function of comprising in determining described not high weighted value cell be more than preset
The 9th threshold value, and when the gprs data on flows of described not high weighted value cell is less than default ten threshold value, determine described
Not high weighted value cell is as the high data service Hot Spot of the 6th priority;
The user terminal quantity of the support wifi function of comprising in determining described not high weighted value cell is less than and presets
The 9th threshold value, and when the gprs data on flows of described not high weighted value cell is more than default ten threshold value, determine described
Not high weighted value cell is as the high data service Hot Spot of the 7th priority;
The user terminal quantity of the support wifi function of comprising in determining described not high weighted value cell is less than and presets
The 9th threshold value, and when the gprs data on flows of described not high weighted value cell is less than default ten threshold value, determine described
Not high weighted value cell is as the high data service Hot Spot of the 8th priority.
10. a kind of method that high data service Hot Spot is optimized is it is characterised in that include:
Data service utilization rate according to each user terminal in same communication network and/or to data business support degree, determines
Target terminal user group, wherein said target terminal user group comprises at least one user terminal;
According to the target terminal user group determining, obtain each user terminal comprising in target terminal user group in each cell
Resident duration is more than the Target cell of preset first threshold value;
Order of classification is carried out to the Target cell determined;
The utilization rate of the data traffic transmission bandwidth according to the Target cell after order of classification and/or data service flow, to height
Data service Hot Spot is optimized.
A kind of 11. devices screening high data service Hot Spot are it is characterised in that include:
Target terminal user group's determining unit, the data service utilization rate according to each user terminal in same communication network and/
Or to data business support degree, determining target terminal user group, wherein said target terminal user group comprises at least one user
Terminal;
Obtaining unit, for the target terminal user group being determined according to target terminal user group's determining unit, obtains target and uses
The each user terminal comprising in the terminal group of family resident duration in each cell is more than the Target cell of preset first threshold value;
Order of classification unit, for carrying out order of classification to the Target cell obtaining;
Priority determining unit, for wireless according to the support comprising in each Target cell after order of classification unit order of classification
The user terminal quantity of fidelity wifi function and the general packet radio service gprs data on flows of each Target cell, filter out height
Data service Hot Spot go forward side by side data service focus arrangement.
12. devices as claimed in claim 11 are it is characterised in that also include:
Optimize unit, the utilization rate for the data traffic transmission bandwidth according to Target cell and/or data service flow, to cloth
The data service focus put is optimized.
13. devices as claimed in claim 11 it is characterised in that described target terminal user group's determining unit, specifically for
For each user terminal in same communication network, determine the data service utilization rate of this user terminal whether higher than default the
One threshold value, if it is, determining that this user terminal belongs to target terminal user group, if not, determine this user terminal logarithm
According to business support degree whether higher than default second threshold value, if it is, determining that this user terminal belongs to target terminal user group,
If not, determining that this user terminal does not belong to target terminal user group;Or for each user in same communication network
Terminal, determines whether this user terminal is higher than default 3rd threshold value to data business support degree, if it is, determining this user eventually
Whether end belongs to target terminal user group, if not, determining the data service utilization rate of this user terminal higher than the default 4th
Threshold value, if it is, determining that this user terminal belongs to target terminal user group, if not, determine that this user terminal does not belong to
In target terminal user group;Or for each user terminal in same communication network, determine the data industry of this user terminal
Whether business utilization rate is higher than default 5th threshold value, and whether this user terminal is higher than default 6th to data business support degree
Limit value, if it is, determining that this user terminal belongs to target terminal user group, if not, determine that this user terminal does not belong to
Target terminal user group.
14. devices as claimed in claim 11 are it is characterised in that described obtaining unit, whole specifically for obtaining targeted customer
The call detail record cdr of each user terminal comprising in the group of end;For each user comprising in target terminal user group
Terminal, according to the cdr corresponding with this user terminal obtaining, determines that this user terminal resident duration in each cell is more than default
The Target cell of first threshold.
15. devices as claimed in claim 11 it is characterised in that described order of classification unit, specifically for true for each
The Target cell made, the target complete user terminal comprising in this Target cell is added summation to data business support degree,
The value preset obtaining is as this Target cell corresponding order of classification standard value;According to corresponding point of each Target cell difference obtaining
Level ranking criteria value, the Target cell determined is divided into high weighted value cell and not high weighted value cell.
16. devices as claimed in claim 15 it is characterised in that described order of classification unit, specifically for for each target
Whether cell, determine this Target cell corresponding order of classification standard value more than default Second Threshold, if it is, determining this target
Cell belongs to high weighted value cell, if not, determining that this Target cell belongs to not high weighted value cell.
17. devices as claimed in claim 15 it is characterised in that described priority determining unit, specifically for determining each
The user terminal quantity of support wifi function comprising in high weighted value cell and gprs data on flows, according to determine
The user terminal quantity of support wifi function comprising in high weighted value cell and the gprs data on flows of high weighted value cell, sieve
Select high data service Hot Spot;And determine that the user of the support wifi function of comprising in each not high weighted value cell is whole
Terminal number amount and gprs data on flows, according to the user of the support wifi function of comprising in the described not high weighted value cell determined
Terminal quantity and the gprs data on flows of not high weighted value cell, filter out high data service Hot Spot.
18. devices as claimed in claim 17 it is characterised in that described priority determining unit, specifically for determining
The user terminal quantity of the support wifi function of comprising in described high weighted value cell is more than the 7th threshold value set in advance, and
When the gprs data on flows of described high weighted value cell is more than default eight threshold value, determine described high weighted value cell as the
The high data service Hot Spot of one priority;And the support wifi work(comprising in determining described high weighted value cell
The user terminal quantity of energy is more than the 7th threshold value set in advance, and the gprs data on flows of described high weighted value cell is less than
During default eight threshold value, determine described high weighted value cell as the high data service Hot Spot of the second priority;True
The user terminal quantity making the support wifi function of comprising in described high weighted value cell is less than the 7th thresholding set in advance
Value, and when the gprs data on flows of described high weighted value cell is more than default eight threshold value, determine described high weighted value cell
High data service Hot Spot as third priority;The support wifi work(comprising in determining described high weighted value cell
The user terminal quantity of energy is less than the 7th threshold value set in advance, and the gprs data on flows of described high weighted value cell is less than
During default eight threshold value, determine described high weighted value cell as the high data service Hot Spot of the 4th priority.
19. devices as claimed in claim 17 it is characterised in that described priority determining unit, specifically for determining
The user terminal quantity of the support wifi function of comprising in described not high weighted value cell is more than the 9th threshold value set in advance,
And the gprs data on flows of described not high weighted value cell is when being more than default ten threshold value, determine described not high weighted value cell
High data service Hot Spot as the 5th priority;And the support comprising in determining described not high weighted value cell
The user terminal quantity of wifi function is more than the 9th threshold value set in advance, and the gprs flow of described not high weighted value cell
When data is less than default ten threshold value, determine described not high weighted value cell as the high data service focus of the 6th priority
Cell;The user terminal quantity of the support wifi function of comprising in determining described not high weighted value cell is less than and presets
The 9th threshold value, and when the gprs data on flows of described not high weighted value cell is more than default ten threshold value, determine described
Not high weighted value cell is as the high data service Hot Spot of the 7th priority;In determining described not high weighted value cell
The user terminal quantity of the support wifi function of comprising is less than the 9th threshold value set in advance, and described not high weighted value cell
Gprs data on flows when being less than default ten threshold value, determine described not high weighted value cell as the high number of the 8th priority
According to traffic hotspots cell.
A kind of 20. devices that high data service Hot Spot is optimized are it is characterised in that include:
Target terminal user group's determining unit, for the data service utilization rate according to each user terminal in same communication network
And/or to data business support degree, determining target terminal user group, wherein said target terminal user group comprises at least one
User terminal;
Obtaining unit, for the target terminal user group being determined according to target terminal user group's determining unit, obtains target and uses
The each user terminal comprising in the terminal group of family resident duration in each cell is more than the Target cell of preset first threshold value;
Order of classification unit, for carrying out order of classification to the Target cell obtaining;
Optimize unit, the utilization rate for the data traffic transmission bandwidth according to the Target cell after order of classification and/or data
Service traffics, are optimized to high data service Hot Spot.
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CN105682024B (en) * | 2016-01-05 | 2019-03-26 | 重庆邮电大学 | A kind of city hot spot recognition methods based on mobile signaling protocol data |
CN107046691B (en) * | 2017-03-17 | 2020-04-17 | 重庆信科设计有限公司 | LTE wireless network rapid site selection method |
CN107148019B (en) * | 2017-05-12 | 2019-06-21 | 上海连尚网络科技有限公司 | It is a kind of for connecting the method and apparatus of wireless access point |
CN109842896B (en) * | 2017-11-28 | 2022-05-13 | 中国移动通信集团浙江有限公司 | Grid value evaluation method and device |
CN111818506B (en) * | 2019-04-11 | 2023-04-28 | 中国移动通信集团四川有限公司 | Method and device for identifying hot spot cell |
CN111402288A (en) * | 2020-03-26 | 2020-07-10 | 杭州博雅鸿图视频技术有限公司 | Target detection tracking method and device |
CN111615115A (en) * | 2020-06-04 | 2020-09-01 | 中国银行股份有限公司 | Method and device for determining deployment position of base station |
CN113950080B (en) * | 2021-09-17 | 2023-06-30 | 中国联合网络通信集团有限公司 | Method, device and storage medium for determining optimized cell |
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