CN106412917A - Network expansion method and device - Google Patents

Network expansion method and device Download PDF

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Publication number
CN106412917A
CN106412917A CN201510455307.5A CN201510455307A CN106412917A CN 106412917 A CN106412917 A CN 106412917A CN 201510455307 A CN201510455307 A CN 201510455307A CN 106412917 A CN106412917 A CN 106412917A
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network
user
cell
speed
dilatation
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CN106412917B (en
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贾民丽
赵良毕
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China Mobile Communications Group Co Ltd
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China Mobile Communications Group Co Ltd
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W16/00Network planning, e.g. coverage or traffic planning tools; Network deployment, e.g. resource partitioning or cells structures
    • H04W16/02Resource partitioning among network components, e.g. reuse partitioning
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B7/00Radio transmission systems, i.e. using radiation field
    • H04B7/24Radio transmission systems, i.e. using radiation field for communication between two or more posts
    • H04B7/26Radio transmission systems, i.e. using radiation field for communication between two or more posts at least one of which is mobile
    • H04B7/2603Arrangements for wireless physical layer control
    • H04B7/2606Arrangements for base station coverage control, e.g. by using relays in tunnels
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W24/00Supervisory, monitoring or testing arrangements
    • H04W24/02Arrangements for optimising operational condition

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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Mobile Radio Communication Systems (AREA)

Abstract

The invention discloses a network expansion method and device. The method comprises the steps of in a pre-stored first correspondence relationship between a first user perception rate threshold and a first network expansion index threshold, obtaining a second correspondence relationship of a region to be evaluated between a second user perception rate threshold and a second network expansion index threshold; determining a current user perception rate and a current network expansion index of the region to be evaluated; comparing the current user perception rate and the current network expansion index with the second user perception rate threshold and the second network expansion index threshold in the second correspondence relationship; and carrying out carrier frequency expansion for cell to be expanded when the obtained comparison result conforms to a cell expansion condition. The invention is used for solving the problem that generally, an LTE network mode is based on the standard mainly from corresponding threshold requirements given by the LTE network load and network planning and design requirements and the limitation is high.

Description

A kind of network capacity extension method and device
Technical field
The present invention relates to communication technical field, especially relate to a kind of network capacity extension method and device.
Background technology
At present, in Long Term Evolution (English:Long Term Evolution, abbreviation:LTE) in network, Generally using wireless resource utility efficiency, number of users, flow etc. as the important references index of the network capacity extension or volume reduction.
As shown in figure 1, when carrying out cell carrier frequencies dilatation, when busy cell radio resource utilization rate (or claims For network utilization) it is more than or equal to the first thresholding (such as 100%, K=1), and busy cell is effectively wireless Resources control (English:Radio Resource Control, abbreviation:RRC) connect number of users to be more than or equal to Second thresholding (the second thresholding can be with value for 30), and during busy cells, uplink traffic is more than or equal to thresholding (example As 1GBytes), or during busy cells, downlink traffic is more than or equal to thresholding (such as 5GBytes), can be to this Cell carrier frequencies dilatation.In existing dilatation standard, each thresholding formulating method is incomplete same, and for example network utilizes The corresponding threshold value of rate, will ask for determining channel utilization thresholding according to Network Programe Design.Number of users is corresponding Thresholding, typically takes and determines business model, and the test determination of Binding experiment room LTE equipment effective bearing capacity has data The RRC of transmission connects number thresholding.The corresponding thresholding of flow, according to channel utilization thresholding (50%, K=1) Calculate with the cell speed (such as average 22Mbps about) of actual measurement take determine busy cell flow thresholding (on Row 1GBytes about, descending 5GBytes).At present in the lte networks, to each cell according to above-mentioned mark Standard is estimated, and determines whether cell carries out carrier frequency dilatation.
But LTE network mode under normal circumstances, the standard of institute's foundation mainly from the network load of LTE and Network Programe Design requires to set out and provides corresponding threshold requirement it is difficult to embody the areal variations such as region, scene Property, limitation is stronger.
Content of the invention
The invention provides planting network capacity extension method and device, for solving LTE network mode under normal circumstances, The standard of institute's foundation mainly provides corresponding door from the network load of LTE and Network Programe Design requirement Limit requires it is difficult to embody the regional differences such as region, scene, the stronger problem of limitation.
A kind of network capacity extension method, including:In the first user perception rate threshold prestoring and the first net In first corresponding relation of network dilatation criteria thresholds, obtain the second user perception rate threshold in region to be assessed The second corresponding relation with the second network capacity extension criteria thresholds;Determine described region active user perception to be assessed Speed and current network dilatation index;Relatively more described active user's perception speed and current network dilatation index with Second user perception rate threshold in described second corresponding relation and the second network capacity extension criteria thresholds;? To comparative result meet cell capacity-enlarging condition when, carrier frequency dilatation is carried out to the cell of pending dilatation.
In described first corresponding relation, obtain described second corresponding relation, including:Obtain described to be assessed The second user perception rate threshold in region;Second user according to described acquisition perceives rate threshold, pre- In described first corresponding relation first storing, obtain the second user perception rate threshold in described region to be assessed The second corresponding relation with the second network capacity extension criteria thresholds.
At least one in the following manner obtains described first corresponding relation:Based on statistic algorithm, to net User's perception speed in network and network capacity extension index are counted;The use of setting network dilatation condition will be met The storage corresponding with network capacity extension index of family perception rate threshold, as the first corresponding relation;To each in network Cell, carries out single operational trials respectively to each cell, obtains user's perception rate threshold, and according to acquisition User's perception rate threshold, obtain and meet the network capacity extension criteria thresholds that described user perceives rate threshold, Described user is perceived rate threshold and meets the network capacity extension criteria thresholds that described user perceives rate threshold Corresponding storage, as the first corresponding relation;For each cell in network, screening meets impose a condition little User's perception speed in area and network capacity extension index;Obtain the user that obtains of screening perceive speed meansigma methodss and The meansigma methodss of network capacity extension index, user is perceived the meansigma methodss of speed and the meansigma methodss pair of network capacity extension index Should store, as the first corresponding relation.
For region to be assessed, determine the second user perception in described second corresponding relation in the following manner Rate threshold:For region to be assessed, determine the type of service carrying in described region to be assessed;For The business of each type, determines the duration accounting of the business of described type, and the business of described type corresponds to Guarantee speed;Determine that, in setting time, same user triggers the voice and packet data concurrent service quantity of different business;Root According to all types of corresponding described duration accounting of business in described cell, described guarantee speed and concurrent industry Business quantity, obtains the second user perception rate threshold in described region to be assessed.
For region to be assessed, determine the second user perception in described second corresponding relation in the following manner Rate threshold:RAB E-RAB flow value according to every evolution is distinguished in described region to be assessed The type of service carrying is classified, and all types of business accountings are counted;Determine described to be assessed The all types of business carrying in region corresponding business accounting and Service assurance speed respectively;According to described business Accounting and Service assurance speed, obtain the second user perception rate threshold in described region to be assessed.
Determine E-RAB flow value in the following manner:Every E-RAB flow=busy cell flow/cell is put down All E-RAB numbers;Or often E-RAB flow=busy cell flow/cell E-RAB is successfully established number of times.
Judge whether described comparative result meets cell capacity-enlarging condition, including:For each in region to be assessed Individual cell is however, it is determined that the described current network dilatation index going out described cell is more than or equal to or is more than or equal to institute When stating the second network capacity extension criteria thresholds in the second corresponding relation, determine that described comparative result meets cell and expands Appearance condition;And/or for each cell in region to be assessed however, it is determined that going out described cell active user perception When speed is less than or equal to or cell is equal to the second user perception rate threshold in described second corresponding relation, And described current dilatation criteria thresholds are more than or equal to or during more than or equal to the second network capacity extension criteria thresholds, Determine that described comparative result meets cell capacity-enlarging condition.
Described user's perception rate includes the uplink user perception speed of network;And/or the downlink user perception of network Speed;The up first user perception speed of the uplink user perception rate packets purse rope network of wherein said network, The up second user of network perceives up active user's perception speed of speed, network;Under described network The descending first user that row user perceives rate packets purse rope network perceives speed, the descending second user of network perceives Speed, descending active user's perception speed of network;
Described network capacity extension index includes the uplink network dilatation index of network;And/or the downlink network of network expands Hold index;The uplink network dilatation index of wherein said network include network up first network dilatation index, Up second network capacity extension index of network, the up current network dilatation index of network;Under described network Row network capacity extension index includes the descending first network dilatation index of network, descending second network capacity extension of network Index, the descending current network dilatation index of network.
Described network capacity extension index includes:Network utilization;Effectively radio resource control RRC connects user Number;And data traffic.
Described network utilization includes uplink network utilization rate;And/or downlink network utilization rate.
After the cell to pending dilatation carries out carrier frequency dilatation, also include:The setting cycle of statistics cell Interior user's perception speed and network capacity extension index;If in described setting cycle, described cell current When the meansigma methodss of user's perception speed and/or network capacity extension index meet dilatation condition, then to described cell preference Other cells carry out carrier frequency dilatation;If in described setting cycle, the user of described cell perception speed and/ Or the meansigma methodss of network capacity extension index do not meet dilatation condition, and user's perception speed of described cell and network When the meansigma methodss of dilatation index meet dilatation condition in the first setting duration, described cell is entered according to scene Row carrier frequency dilatation is assessed, and wherein, described first sets duration is less than described setting cycle;If in described setting In cycle, the user of described cell perceives speed and the meansigma methodss of network capacity extension index do not meet dilatation condition, And the user of described cell perceives speed and the meansigma methodss of network capacity extension index set the symbol in duration second When closing dilatation condition, to described cell monitoring, wherein said second sets duration is less than described setting cycle.
A kind of network capacity extension square law device, including:Memory module, for the first user perception prestoring Rate threshold and the first corresponding relation of first network dilatation criteria thresholds;Acquisition module, for depositing in advance The first user of storage perceives in rate threshold and the first corresponding relation of first network dilatation criteria thresholds, obtains The second user in region to be assessed perceives the second corresponding pass of rate threshold and the second network capacity extension criteria thresholds System;Determining module, for determining that described region active user to be assessed perceives speed and current network dilatation refers to Mark;Performing module, for relatively more described active user's perception speed and current network dilatation index and described the Second user perception rate threshold in two corresponding relations and the second network capacity extension criteria thresholds, in the ratio obtaining When relatively result meets cell capacity-enlarging condition, carrier frequency dilatation is carried out to the cell of pending dilatation.
Described acquisition module, specifically for obtaining the second user perception rate threshold in described region to be assessed; Second user according to described acquisition perceives rate threshold, in described first corresponding relation prestoring, The second user obtaining described region to be assessed perceives the of rate threshold and the second network capacity extension criteria thresholds Two corresponding relations.
Described acquisition module, obtains the described first corresponding pass specifically at least one in the following manner System:Based on statistic algorithm, the user's perception speed in network and network capacity extension index are counted;To expire User's perception rate threshold storage corresponding with network capacity extension index of sufficient setting network dilatation condition, as first Corresponding relation;To cell each in network, respectively each cell is carried out with single operational trials, obtain user's perception Rate threshold, and according to the user's perception rate threshold obtaining, obtain and meet described user's perception speed door The network capacity extension criteria thresholds of limit, described user perception rate threshold is perceived speed door with meeting described user The corresponding storage of the network capacity extension criteria thresholds of limit, as the first corresponding relation;For each cell in network, Screening meets user's perception speed and the network capacity extension index of the cell imposing a condition;Obtain the use that screening obtains The family perception meansigma methodss of speed and the meansigma methodss of network capacity extension index, user are perceived meansigma methodss and the net of speed The corresponding storage of the meansigma methodss of network dilatation index, as the first corresponding relation.
For region to be assessed, described acquisition module, specifically for determining that described second is right in the following manner Second user perception rate threshold in should being related to:For region to be assessed, determine described region to be assessed The type of service of middle carrying;For the business of each type, determine the duration accounting of the business of described type, And the business corresponding guarantee speed of described type;Determine in setting time, same user's triggering is different The voice and packet data concurrent service quantity of business;According to all types of corresponding described duration accounting of business in described cell, Described guarantee speed and voice and packet data concurrent service quantity, obtain the second user perception speed door in described region to be assessed Limit.
Described acquisition module, specifically for for region to be assessed, determining that described second is right in the following manner Second user perception rate threshold in should being related to:RAB E-RAB flow according to every evolution Value is distinguished the type of service carrying in described region to be assessed and is classified, and all types of business accountings are entered Row statistics;Determine all types of business carrying in described region to be assessed corresponding business accounting and business respectively Ensure speed;According to described business accounting and Service assurance speed, obtain second use in described region to be assessed Family perceives rate threshold.
Described acquisition module, specifically for determining E-RAB flow value in the following manner:Every E-RAB stream Amount=busy cell flow/cell average E-RAB number;Or every E-RAB flow=busy cell flow/little Area E-RAB is successfully established number of times.
Described performing module, specifically for for each cell in region to be assessed however, it is determined that going out described little The described current network dilatation index in area is more than or equal to or more than or equal to the in described second corresponding relation During two network capacity extension criteria thresholds, determine that described comparative result meets cell capacity-enlarging condition;And/or
It is less than however, it is determined that going out described cell active user perception speed for each cell in region to be assessed Be equal to or cell be equal to described second corresponding relation in second user perception rate threshold when, and described work as When front dilatation criteria thresholds are more than or equal to or are more than or equal to the second network capacity extension criteria thresholds, determine described Comparative result meets cell capacity-enlarging condition.
By adopting technique scheme, when the region to pending dilatation is estimated, introduce user's sense Know speed, the mapping relations between speed and network capacity extension index are perceived by user, it is right to judge whether to need Cell carries out dilatation, can preferably solve LTE network mode under normal circumstances, and the standard of institute's foundation is main Provide corresponding threshold requirement from the network load of LTE and Network Programe Design requirement, limitation is stronger Problem, lifting user perception.
Brief description
Fig. 1 is dilatation standard in LTE network under normal circumstances;
The expansion method flow chart that Fig. 2 proposes for the embodiment of the present invention;
Fig. 3 a~3d perceives relation and the thresholding schematic diagram between speed and network capacity extension index for user;
Network capacity extension early warning and method for monitoring schematic diagram that Fig. 4 proposes for the embodiment of the present invention;
The flash chamber structure composition schematic diagram that Fig. 5 proposes for the embodiment of the present invention.
Specific embodiment
For LTE network mode under normal circumstances, the standard of institute's foundation mainly from the network load of LTE and Network Programe Design requires to set out to provide corresponding threshold requirement, the stronger problem of limitation, and the present invention is implemented In the technical scheme that example proposes, from user's perception, by user's perception speed and network capacity extension index it Between mapping relations, judge whether to need to carry out dilatation to cell, can preferably solve under normal circumstances LTE network mode, the standard of institute's foundation is mainly from network load and the Network Programe Design requirement of LTE Provide corresponding threshold requirement, the stronger problem of limitation, lifting user's perception.
Below in conjunction with each accompanying drawing, the main of embodiment of the present invention technical scheme is realized by principle, be embodied as The mode and its beneficial effect that should be able to reach is set forth in.
In the technical scheme that various embodiments of the present invention propose, network capacity extension index includes wireless resource utility efficiency (or network utilization can be referred to as), cell effective RRC connection number of users (or can be referred to as Number of users) and data traffic (or flow can be referred to as).
Wherein, in a standard it is stipulated that:
Network utilization=MAX { busy up PUSCH PRB utilization rate;Busy descending PDSCH PRB Utilization rate;Busy control channel PDCCH CCE utilization rate }.
Busy up PUSCH PRB utilization rate=busy up PUSCH PRB takies average/(busy Up PUSCH PRB can use average × K).
Busy descending PDSCH PRB utilization rate=busy descending PDSCH PRB occupancy average/(under busy Row PDSCH PRB can use average × K).
Busy control channel PDCCH CCE utilization rate=busy control channel PDCCH CCE takies average Number/(busy control channel PDCCH CCE can use average × K).
Effectively RRC connects average and refers to that the RRC of data transfer connects number of users.With 100ms as week Phase, record effective RRC and connect number, and take the meansigma methodss in each cycle.Within every 100ms, if certain Any one related E-RAB of RRC has data transfer, then it is effective for connecting depending on this RRC.
Wherein, in above-mentioned formula, correspondence is as follows respectively for each letter abbreviations:
Control channel unit (English:Control Channel Element, abbreviation:CCE).Physical Resource Block (English:Physical Resource Block, abbreviation:PRB);Physical Downlink Shared Channel (English: Physical Downlink Shared Channel, abbreviation:PDSCH);Physical Uplink Shared Channel (English: Physical Uplink Shared Channel, abbreviation:PUSCH);Physical Downlink Control Channel (English: Physical Downlink Control Channel, abbreviation:PDCCH)
Embodiment one
In the technical scheme that the embodiment of the present invention one proposes, for ease of illustrating, corresponding relation is made first right The differentiation with the second corresponding relation should be related to, and the user obtaining in varied situations perception rate threshold is made Go out first user and perceive rate threshold, the differentiation of second user perception rate threshold, and will be in different situations The network capacity extension criteria thresholds of lower acquisition make first network dilatation criteria thresholds, the second network capacity extension index door The differentiation of limit.The corresponding restriction numerical value of user's perception speed, the network capacity extension during user's perception rate threshold Criteria thresholds are the corresponding restriction numerical value of network capacity extension index.
Specifically, in the technical scheme that the embodiment of the present invention proposes, user's perception rate includes the up use of network Family perceives speed;And/or the downlink user perception speed of network;The uplink user of wherein network perceives rate packets The up first user including network perceives speed, the up second user perception speed of network, network uplink Up active user perception speed;The downlink user of network perceives the descending first user of rate packets purse rope network Perception speed, the descending second user of network perceive descending active user's perception speed of speed, network.
Network capacity extension index includes the uplink network dilatation index of network;And/or the downlink network dilatation of network refers to Mark;The uplink network dilatation index of wherein network includes the up first network dilatation index of network, network Up second network capacity extension index, the up current network dilatation index of network;The downlink network dilatation of network Index includes the descending first network dilatation index of network, descending second network capacity extension index of network, network Descending current network dilatation index.
Network capacity extension index includes:Network utilization;Effectively radio resource control RRC connects number of users; And data traffic.
Network utilization includes uplink network utilization rate;And/or downlink network utilization rate.
The embodiment of the present invention one proposes a kind of network capacity extension method, as shown in Fig. 2 its concrete handling process is such as Following:
Step 20, the first user that prestores perceives the of rate threshold and first network dilatation criteria thresholds One corresponding relation.
Wherein it is possible to obtain first user perception rate threshold and first network dilatation index in the entire network First corresponding relation of thresholding.Can also network in a more wide region, obtain first user Perception rate threshold and the first corresponding relation of first network dilatation criteria thresholds.
Under normal conditions, when dilatation being carried out to cell, general only consideration network capacity extension index, wherein, In standard it is stipulated that:
Network utilization=MAX { busy up PUSCH PRB utilization rate;Busy descending PDSCH PRB Utilization rate;Busy control channel PDCCH CCE utilization rate }.
Busy up PUSCH PRB utilization rate=busy up PUSCH PRB takies average/(busy Up PUSCH PRB can use average × K).
Busy descending PDSCH PRB utilization rate=busy descending PDSCH PRB occupancy average/(under busy Row PDSCH PRB can use average × K).
Busy control channel PDCCH CCE utilization rate=busy control channel PDCCH CCE takies average Number/(busy control channel PDCCH CCE can use average × K).
Effectively RRC connects average and refers to that the RRC of data transfer connects number of users.With 100ms as week Phase, record effective RRC and connect number, and take the meansigma methodss in each cycle.Within every 100ms, if certain Any one related E-RAB of RRC has data transfer, then it is effective for connecting depending on this RRC.
Correspondingly, in network capacity extension index, the formulation mode of each criteria thresholds is as follows:
The formulation mode of network utilization thresholding:To ask for determining channel utilization thresholding according to Network Programe Design. (K value implication in definition:Consider that in the network planning up till now, system internal interference level controls requirement, introduce K Value is to determine system stability available resources.Network planning index is to formulate under the load of adjacent area 50% at present, because This preliminary advice value is K=0.5.Then as K=0.5, utilization rate dilatation thresholding is 100%, if K=1, Then network utilization dilatation thresholding is 50%).
Effectively RRC connects number of users thresholding:Take and determine business model, Binding experiment room LTE equipment effectively holds Loading capability test determines that the RRC having data transfer connects number thresholding, the such as number of users and little according to test The relation of area's speed, takes under the requirement of cell edge 1Mbps when determining the network planning, and number of users is 30 works For thresholding.
Traffic threshold:The cell speed of foundation channel utilization thresholding (50%, K=1) and actual measurement is (for example Average 22Mbps) calculate take determine busy cell flow thresholding (up 1GBytes, descending 5GBytes).
Above-mentioned only considered the network capacity extension criteria thresholds when under normal circumstances dilatation being carried out to cell, but It is that this kind of mode fails to consider user's perception, in the technical scheme that therefore embodiment of the present invention one proposes, permissible At least one in the following manner obtains described first corresponding relation:
First kind of way:Based on statistic algorithm, the user's perception speed in network and network capacity extension index are entered Row statistics, the user meeting setting network dilatation condition is perceived rate threshold is corresponding with network capacity extension index deposits Storage, as the first corresponding relation.
In this kind of mode, when being embodied as, can be required according to the network planning, to the user's perception in network Speed and network capacity extension criteria thresholds situation are counted, and according to dilatation scale plan overall in network, determine User's perception speed, total thresholding of network capacity extension criteria thresholds, thus obtain the first corresponding relation.
To be described in detail with an example:
First, count user's perception rate index of each cell of the whole network and the numerical value of network utilization index, have Effect RRC connects the numerical value of number of users index, the numerical value of cell flow index.
Secondly, according to statistical result, as shown in Fig. 3 a~Fig. 3 d, feel according to different users to obtaining data Know to be classified in the interval of speed, such as, shown in table 1, the cell according to every class carries out cumulative distribution function (English Literary composition:Cumulative distribution function, abbreviation:CDF) curve plotting, advises according to the whole network dilatation Mould plan x% (such as 5%) is 1-x% (such as 95%) as probability benchmark, to obtain the door of each index Limit value, forms dilatation assessment reference table (as a example the descending transmission channel of table 1) based on client perception. Wherein, x%=5%.Or directly obtain this table according to other modeling demands etc., such as 95%~100% is set to Confidence interval, obtains each criteria thresholds value on CDF curve on the basis of 95%.
Table 1
In above-mentioned table 1, only provide a kind of signal, not preferred forms, related data needs further Enrich and improve curve and the threshold value of response.Network utilization thresholding takes based on perception thresholding and working standard Thresholding 50% (K=1) minima.
When determining dilatation index, need to consider control channel impact, consider that up-downgoing situation is different simultaneously, Uplink/downlink network utilization is separately defined.Correspondingly, up corresponding reference table can also be obtained.Such as table (reference table example, up, x%=5% are assessed in the dilatation based on client perception) shown in 2.Different x% can obtain Obtain different reference tables, reference table can periodically update according to network Development situation, user perceives rate requirement Scope can be self-defined according to demand.
Table 2
Wherein, taking LTE network as a example, network utilization is defined as follows:
Under normal circumstances, define LTE network utilization rate=MAX { busy up PUSCH PRB utilization rate; Busy descending PDSCH PRB utilization rate;Busy descending PDCCH CCE utilization rate }.
In the technical scheme that the embodiment of the present invention one proposes, LTE uplink network utilization rate=MAX is { in busy Row PUSCH PRB utilization rate;Busy PDCCH CCE utilization rate }.
LTE downlink network utilization rate=MAX { busy descending PUSC H PRB utilization rate;Busy PDCCH CCE utilization rate }.
Wherein:Busy up PUSCH PRB utilization rate=busy up PUSCH PRB occupancy average/ (busy up PUSCH PRB can use average × K).
Busy descending PDSCH PRB utilization rate=busy descending PDSCH PRB occupancy average/(under busy Row PDSCH PRB can use average × K).
Busy control channel PDCCH CCE utilization rate=busy control channel PDCCH CCE takies average Number/(busy control channel PDCCH CCE can use average × K).
User's perception rate index can be divided into:
User's descending perception speed=downlink user Mean Speed=community user face descending byte number * 8/ cell PDCP layer sends the business total duration of downlink data.
User uplink perceives speed=uplink user Mean Speed=community user face up byte number * 8/ cell PDCP layer sends the business total duration of upstream data.
Wherein, for the determination of x%, the embodiment of the present invention also provides a kind of determination method here:
Multiple dilatations based on client perception speed can be given and assess reference table according to said method 1,2 ..., n, correspond to expansion planning x1%, x2% ..., xn% respectively, are then issued to different regions, then Each areas case, carries out cell carrier frequencies dilatation assessment, obtains its this cell capacity-enlarging scale, to waiting in region to expand The dilatation scale holding region is integrated, and according to investment situation or market situation, or other expansion planning feelings Condition, determines dilatation scale plan, that is, determine x%.
The second way:To cell each in network, respectively each cell is carried out with single operational trials, obtain user Perception rate threshold, and according to the user's perception rate threshold obtaining, obtain and meet user's perception speed door The network capacity extension criteria thresholds of limit, user are perceived rate threshold and meet the network that user perceives rate threshold The corresponding storage of dilatation criteria thresholds, as the first corresponding relation.
The third mode:For each cell in network, screening meets user's perception of the cell imposing a condition Speed and network capacity extension index;Obtain the meansigma methodss of user's perception speed and the network capacity extension index that screening obtains Meansigma methodss, by user perceive speed meansigma methodss corresponding with the meansigma methodss of network capacity extension index store, as First corresponding relation.
It is described in detail with an example:
Rate requirement is perceived according to user, for example, opens certain service delay and require as z second (such as 3s~5s), Then this user perception requirement is mapped to network requirement is pMbps~qMbps, in the case of this kind, can pass through Following manner determines network capacity extension criteria thresholds:
A:Network capacity extension criteria thresholds are obtained by test.In this kind of mode, for each cell, carry out Individually cell carries out single operational trials, by the delay requirement to single business, by will to the speed limit of this business Ask, that is, set rate requirement, tested, the now cell utilization rate of acquisition, the feelings of number of users and flow Condition is done and is averagely obtained network capacity extension criteria thresholds value, or takes the number under certain benchmark by CDF curve Value is as network capacity extension criteria thresholds value.
B:Network capacity extension criteria thresholds are obtained by statistics.In this kind of mode, in statistics network, meet user The user opening those cells that target latency requirement is Xs (such as 3s) perceives speed, utilization rate, use Amount and traffic conditions, do average acquisition network capacity extension criteria thresholds value;Or take one by CDF curve Numerical value under fixed benchmark is as network capacity extension criteria thresholds value.Delay requirement as shown in table 3 is 3s When, the family of acquisition perceives the corresponding relation of rate threshold and network capacity extension criteria thresholds.
Table 3
In above-mentioned three kinds of modes, user's perception speed and network capacity extension index each mean in the first corresponding relation First user perception speed and first network dilatation index.
Step 21, in the first corresponding relation prestoring, obtains the second user perception in region to be assessed Rate threshold and the second corresponding relation of the second network capacity extension criteria thresholds.
In the technical scheme that the embodiment of the present invention one proposes, obtain the second user perception speed in region to be assessed Thresholding, including:
According to the second user perception rate threshold obtaining, in the first corresponding relation prestoring, obtain The second user in region to be assessed perceives the second corresponding pass of rate threshold and the second network capacity extension criteria thresholds System.
Wherein, for region to be assessed, determine the second user sense in the second corresponding relation in the following manner Know rate threshold:
First kind of way:Its concrete processing procedure is for example following:
Step one:For region to be assessed, determine and state the type of service carrying in region to be assessed.
Step 2:For the business of each type, the duration accounting of certain type of business, and type Business corresponding guarantee speed.
Step 3:Determine that, in setting time, same user triggers the voice and packet data concurrent service quantity of different business.
Step 4:According to all types of corresponding described duration accounting of business in cell, ensure speed and Voice and packet data concurrent service quantity, obtains the second user perception rate threshold in region to be assessed.
One kind preferably implementation, for a region to be assessed, can represent the by following formula 1 Two user's perception rate threshold:
((the duration accounting of guarantee speed * business i of business i) * uses second user perception rate threshold=Σ Family voice and packet data concurrent service quantity) formula 1
Specifically, may refer to the second user perception rate threshold shown in table 4 below and obtain model.
Table 4
In aforesaid way, type of service can be according to corresponding communication specification or more conventional principle Judged.Open target latency requirement (opening service delay requirement) can preset.Business The voice and packet data concurrent service quantity of duration accounting and single user busy carries out statistics acquisition by treating in assessment area. Service-aware ensures that rate requirement can be obtained by following two ways:
1) it is directed to business, by speed limit, test each KPI Key Performance Indicator (English of this business:Key Performance Indicator, abbreviation:KPI), according to delay requirement, or each KPI index request, obtain The Service assurance rate requirement of this business.
A:Instant messaging class operational trials, then the Service assurance rate requirement method of testing of single business and result As following:
Test terminal:LTE intelligent terminal.
Test zone:The closing spaces such as underload cell, such as underground garage.
Test mode:Tested under different speed limits, and repeatedly tested the test result obtaining and be averaged Value, for example, it may be 10 times.
Test principle:Before each test, need to empty caching with tool software.Using conventional commerce terminal Test.
Test page is:Certain instant communication software.
Send picture:Source file be 3M about picture (using do not use artwork send) use same IM Account.
Live chat response success rate (%)=receive number of success/transmission number of success.
Live chat response time (s):Refer to be sent to, from click, the duration being properly received;
Send picture display duration (s):Refer to be sent to, from click, the duration being properly received.
Circle of friends refresh duration (s):It is sent to whole displays from click to complete.
Then, the test result obtaining is as described in Table 5:
Table 5
The test result being obtained by above-mentioned test process, the guarantee speed of IM class business is 500kbps.
B:Video (SD) is tested.
Test terminal:LTE intelligent terminal.
Test zone:The closing spaces such as underload cell, such as underground garage.
Test mode:Tested under different speed limits, and repeatedly tested the test result obtaining and be averaged Value, for example, it may be 10 times.
Test principle:Before each test, need to empty caching with tool software.Using conventional commerce terminal Test.
Test page:Certain Online Video.
Image sharpness:SD.
Video stream media initial play success rate (%)=commence play out/click on.
The initial caching delay (s) of video stream media:Click reproduction time.
Video stream media initial play interruption rate (%)=interruption is play/is clicked on.
The video stream media pause frequency (times/min)=pause number of times/broadcasting time.
Video stream media pause accounting (%)=pause total duration/video playback duration.
Then, the test result obtaining is as described in Table 6:
Table 6
The test result being obtained by above-mentioned test process, is downloaded by streaming media playing time-out ratio and application layer Speed it is known that 2Mbps be SD video perception flex point, i.e. the perception baseline of SD video.
2) pass through deep-packet detection (English:Deep Packet Inspection, abbreviation:DPI) platform, Obtain KPI or delay requirement of single business etc. and corresponding rate behavior, more data is classified Average or CDF analysis etc., provides certain delay requirement or KPI requires lower service-aware guarantee speed Requirement situation.
For example rate requirement situation is ensured such as by the service-aware that DPI platform obtains to following three kinds of business Under, certain delay requirement wherein according to every business (e.g., less than 3s or part time delay are less than 100ms), Success rate requires the choosings such as (being greater than 90% success rate), interim card number of times (such as 0 time interim card requires) Select out following sample data, and it is carried out averagely obtain with the perception of each business and ensure rate requirement:Specifically As shown in following table 7a~table 7c.Such as instant messaging needs the speed of more than 0.5Mbps can meet user's sense Know requirement, web page browsing class needs the speed of more than 1033.5kbps (1Mbps about) can meet user's sense Know requirement, video class needs the speed of more than 3423.6kbps (3.5Mbps about) can meet user's perception will Ask.
Table 7a
Table 7b
Table 7c
In the embodiment of the present invention one technical scheme set forth above, when determining the second corresponding relation, it is to pass through The second corresponding relation is obtained, the first corresponding relation is based on the whole network or region in a big way in first corresponding relation Data statisticss obtain, and the second corresponding relation has refined related data further, is the phase for region to be assessed Close data statisticss to obtain.
The second way:For region to be assessed, the second of region to be assessed can be determined in the following manner User perceives rate threshold:
Step one:RAB (E-RAB) flow value according to every evolution is distinguished in region to be assessed The type of service carrying is classified, and all types of business accountings are counted.
Wherein it is possible to determine E-RAB flow value in the following manner:
Every E-RAB flow=busy cell flow/cell average E-RAB number;Or
Every E-RAB flow=busy cell flow/cell E-RAB is successfully established number of times.
Step 2:Determine all types of business carrying in region to be assessed corresponding business accounting and business respectively Ensure speed.
Step 3:According to business accounting and Service assurance speed, obtain region active user perception speed to be assessed Rate.
As described in Table 8, the data package size of the business according to different service types and single type business Ensure the second user perception rate threshold in the region to be assessed that rate requirement is determined.
Wherein, every E-RAB flow=busy cell flow/cell average E-RAB number;Or
Every E-RAB flow=busy cell flow/cell E-RAB is successfully established number of times;
Second user perception rate threshold=Σ business i ensures speed * business i accounting
Table 8
Step 22, determines region active user perception speed to be assessed and current network dilatation index.
Step 23, compares in active user's perception speed and current network dilatation index and the second corresponding relation Second user perception rate threshold and the second network capacity extension criteria thresholds.
Step 24, judges whether comparative result meets cell capacity-enlarging condition.If it is judged that when being, execution Step 25, conversely, end is processed.
Judge whether comparative result meets cell capacity-enlarging condition, can include:
For each cell in region to be assessed however, it is determined that go out cell current network dilatation index be more than or When being equal to or more than equal to the second network capacity extension criteria thresholds in the second corresponding relation, determine this comparative result Meet cell capacity-enlarging condition.
It is less than however, it is determined that going out described cell active user perception speed for each cell in region to be assessed Or be equal to or when cell is equal to the second user perception rate threshold in the second corresponding relation, and current dilatation When criteria thresholds are more than or equal to or are more than or equal to the second network capacity extension criteria thresholds, determine that comparative result meets Cell capacity-enlarging condition.
Step 25, when the comparative result obtaining meets cell capacity-enlarging condition, enters to the cell of pending dilatation Row carrier frequency dilatation.
Alternatively, after above-mentioned steps 24, can also include:
Count user's perception speed and the network capacity extension index in the setting cycle of each cell;
If in setting cycle, active user perceives speed and the meansigma methodss of network capacity extension index meet dilatation bar During part, then carrier frequency dilatation is carried out to cell preference other cell.
In this kind of mode, the active user of cell perceives the meansigma methodss of speed and the meansigma methodss of network capacity extension index, Can be in setting cycle, cell perceives meansigma methodss and the network of speed from the active user of this cell of busy The meansigma methodss of dilatation index.Can also be in setting cycle, cell at the appointed time section when this cell work as Front user's perception meansigma methodss of speed and the meansigma methodss of network capacity extension index.
If in setting cycle, user perceives speed and the meansigma methodss of network capacity extension index do not meet dilatation condition, And the user of cell perceives speed and the meansigma methodss of network capacity extension index meet dilatation in the first setting duration During condition, according to scene, carrier frequency dilatation assessment is carried out to cell.
Wherein, first set duration less than setting cycle.
If in setting cycle, the user of cell perceives speed and the meansigma methodss of network capacity extension index do not meet expansion Appearance condition, and the user of cell perceives speed and the meansigma methodss value of network capacity extension index sets in duration second When meeting dilatation condition, to cell monitoring.
Wherein second sets duration is less than described setting cycle.
Set certain region downlink user perception rate threshold (i.e. second downlink user sense in the second corresponding relation Know rate threshold) it is 5Mbps.To be described in detail with an example:
First, for each cell in region to be assessed, arbitrary cell pair in each cell determined The active user's perception speed answered and current network dilatation index.
Secondly, in the second corresponding relation prestoring, obtain second user perception rate threshold corresponding Second network capacity extension criteria thresholds.
For example, according to table 3, the corresponding downlink network utilization rate of descending 5Mbps is 58%, user Number 11, during descending busy cells, flow is 3GB.
Then, active user's perception speed of each cell of region to be assessed, current network dilatation index are counted Each indexs such as (network utilization, number of users, flows), is compared with the second network capacity extension criteria thresholds, Carry out cell capacity-enlarging assessment.
When carrying out dilatation assessment, can be using any in following two ways:
First kind of way:For each cell in region to be assessed however, it is determined that going out cell active user perception When speed is less than or equal to or cell is equal to the second user perception rate threshold in the second corresponding relation, and work as When front dilatation criteria thresholds are more than or equal to or are more than or equal to the second network capacity extension criteria thresholds, determination is compared Result meets cell capacity-enlarging condition.
In this kind of mode, consider active user's perception rate requirement, current network dilatation index (utilizes Rate, number of users, flow) index.
I.e. in this kind of mode, first determine whether whether active user's perception speed of this cell is more than or equal to second User perceives rate threshold, if so, not dilatation;If it is not, investigating current network dilatation index further, when When front dilatation index is all higher than or is equal to the second network capacity extension thresholding, then carry out cell capacity-enlarging.
For example:Assume to be directed to region to be assessed, set second user perception rate threshold as 5Mbps;
By consulting the second corresponding relation prestoring, obtain the second network capacity extension criteria thresholds.
Wherein, if descending active user's perception speed of the network of cell to be assessed is more than or equal to 5Mbps, Not dilatation.If descending active user's perception speed of subzone network to be assessed is less than 5Mbps, sentence further Disconnected, if the network utilization utilization rate in the current network dilatation index of downlink network is more than or equal to 58% and has Effect RRC connects number of users and is more than or equal to 11, and descending cell flow is more than or equal to 3.0GB, then need Dilatation, or up current network dilatation index is all higher than thresholding, carries out cell capacity-enlarging, otherwise not dilatation.
The second way:For each cell in region to be assessed however, it is determined that the current network going out cell expands When appearance index is more than or equal to or is more than or equal to the second network capacity extension criteria thresholds in the second corresponding relation, really Determine comparative result and meet cell capacity-enlarging condition.
In this kind of mode, only consider based on the second network capacity extension criteria thresholds in the second corresponding relation.
In this kind of mode it is assumed that:For region to be assessed, according to the service conditions in this region, obtain descending The second user perception rate threshold of network is 5Mbps.
By consulting the second corresponding relation, obtain the second network capacity extension criteria thresholds.
If network utilization is more than or equal to 58% in the current network dilatation index of the downlink network of cell to be assessed And effectively RRC connects number of users and is more than or equal to 11, and descending cell flow is more than or equal to 3.0GB, then Need dilatation, or up dilatation index is all higher than thresholding, then carry out cell capacity-enlarging, otherwise not dilatation.
The each indicator-specific statisticss of above-mentioned judgement are it is proposed that put down from a days (such as one week 7 days) of busy based on cell Average is judged.Wherein the maximum busy of network utilization can be defined as from busy.If each index a Its average situation is satisfied by requiring then to carry out urgent capacity expansion, if average is unsatisfactory for requirement but has b days in a days Index meets requirement and then considers that branch scape dilatation (has 5 days satisfactions for such as 7 days, for colleges and universities, office building etc. The scene of daily schedule on working day related intimate can consider dilatation), if average is unsatisfactory for requiring in a days But have c days indexs to meet to require then to consider that emphasis supervises these cells, keep a close eye on change, or according to other Condition considers whether dilatation.
Said process can also form the early warning mechanism of cell capacity-enlarging, as shown in figure 4, in early warning mechanism, A kind of embodiment can include:
Average dilatation evaluation index meets requirement, urgent capacity expansion within one week.
One week average dilatation evaluation index is unsatisfactory for requiring, but has 5 days dilatation indexs to meet in 7 days and require, Consider the factors such as scene and carry out dilatation.
One week average dilatation evaluation index is unsatisfactory for requiring, but has 3 days dilatation indexs to meet in 7 days and require, Emphasis is supervised.
Embodiment two
In the technical scheme that the embodiment of the present invention two proposes, for ease of illustrating, corresponding relation is made first right The differentiation with the second corresponding relation should be related to, and the user obtaining in varied situations perception rate threshold is made Go out first user and perceive rate threshold, the differentiation of second user perception rate threshold, and will be in different situations The network capacity extension criteria thresholds of lower acquisition make first network dilatation criteria thresholds, the second network capacity extension index door The differentiation of limit.The corresponding restriction numerical value of user's perception speed, the network capacity extension during user's perception rate threshold Criteria thresholds are the corresponding restriction numerical value of network capacity extension index.
Specifically, in the technical scheme that the embodiment of the present invention two proposes, user's perception rate includes the up of network User perceives speed;And/or the downlink user perception speed of network;The uplink user of wherein network perceives speed Including on the up first user perception speed of upper network, the up second user perception speed of network, network Up active user's perception speed of row;The downlink user of network perceives descending first use of rate packets purse rope network Family perceives speed, the descending second user of network perceives speed, descending active user's perception speed of network.
Network capacity extension index includes the uplink network dilatation index of network;And/or the downlink network dilatation of network refers to Mark;The uplink network dilatation index of wherein network includes the up first network dilatation index of network, network Up second network capacity extension index, the up current network dilatation index of network;The downlink network dilatation of network Index includes the descending first network dilatation index of network, descending second network capacity extension index of network, network Descending current network dilatation index.
Network capacity extension index includes:Network utilization;Effectively radio resource control RRC connects number of users; And data traffic.
Network utilization includes uplink network utilization rate;And/or downlink network utilization rate.
Correspondingly, the embodiment of the present invention two also proposes a kind of network capacity extension device, as shown in figure 5, including:
Memory module 501, first user perception rate threshold and first network dilatation for prestoring refer to First corresponding relation of mark thresholding.
Wherein it is possible to obtain first user perception rate threshold and first network dilatation index in the entire network First corresponding relation of thresholding.Can also network in a more wide region, obtain first user Perception rate threshold and the first corresponding relation of first network dilatation criteria thresholds.
Under normal conditions, when dilatation being carried out to cell, general only consideration network capacity extension index, wherein, In standard it is stipulated that:
Network utilization=MAX { busy up PUSCH PRB utilization rate;Busy descending PDSCH PRB Utilization rate;Busy control channel PDCCH CCE utilization rate }.
Busy up PUSCH PRB utilization rate=busy up PUSCH PRB takies average/(busy Up PUSCH PRB can use average × K).
Busy descending PDSCH PRB utilization rate=busy descending PDSCH PRB occupancy average/(under busy Row PDSCH PRB can use average × K).
Busy control channel PDCCH CCE utilization rate=busy control channel PDCCH CCE takies average Number/(busy control channel PDCCH CCE can use average × K).
Effectively RRC connects average and refers to that the RRC of data transfer connects number of users.With 100ms as week Phase, record effective RRC and connect number, and take the meansigma methodss in each cycle.Within every 100ms, if certain Any one related E-RAB of RRC has data transfer, then it is effective for connecting depending on this RRC.
Correspondingly, in network capacity extension index, the formulation mode of each criteria thresholds is as follows:
The formulation mode of network utilization thresholding:To ask for determining channel utilization thresholding according to Network Programe Design. (K value implication in definition:Consider that in the network planning up till now, system internal interference level controls requirement, introduce K Value is to determine system stability available resources.Network planning index is to formulate under the load of adjacent area 50% at present, because This preliminary advice value is K=0.5.Then as K=0.5, utilization rate dilatation thresholding is 100%, if K=1, Then network utilization dilatation thresholding is 50%).
Effectively RRC connects number of users thresholding:Take and determine business model, Binding experiment room LTE equipment effectively holds Loading capability test determines that the RRC having data transfer connects number thresholding, the such as number of users and little according to test The relation of area's speed, takes under the requirement of cell edge 1Mbps when determining the network planning, and number of users is 30 works For thresholding.
Traffic threshold:The cell speed of foundation channel utilization thresholding (50%, K=1) and actual measurement is (for example Average 22Mbps) calculate take determine busy cell flow thresholding (up 1GBytes, descending 5GBytes).
Above-mentioned only considered the network capacity extension criteria thresholds when under normal circumstances dilatation being carried out to cell, but It is that this kind of mode fails to consider user's perception, in the technical scheme that therefore embodiment of the present invention one proposes, permissible At least one in the following manner obtains described first corresponding relation:
First kind of way:Based on statistic algorithm, the user's perception speed in network and network capacity extension index are entered Row statistics, the user meeting setting network dilatation condition is perceived rate threshold is corresponding with network capacity extension index deposits Storage, as the first corresponding relation.
In this kind of mode, when being embodied as, can be required according to the network planning, to the user's perception in network Speed and network capacity extension criteria thresholds situation are counted, and according to dilatation scale plan overall in network, determine User's perception speed, total thresholding of network capacity extension criteria thresholds, thus obtain the first corresponding relation.
To be described in detail with an example:
First, count user's perception rate index of each cell of the whole network and the numerical value of network utilization index, have Effect RRC connects the numerical value of number of users index, the numerical value of cell flow index.
Secondly, according to statistical result, as shown in Fig. 3 a~Fig. 3 d, feel according to different users to obtaining data Know to be classified in the interval of speed, such as, shown in the table 1 in above-described embodiment one, the cell according to every class is entered Row cumulative distribution function (English:Cumulative distribution function, abbreviation:CDF) curve is painted System, is 1-x% (such as 95%) according to the whole network dilatation scale plan x% (such as 5%) as probability benchmark, To obtain the threshold value of each index, forming the dilatation based on client perception, to assess reference table (as descending in table 1 As a example transmission channel).Wherein, x%=5%.Or directly obtain this table, example according to other modeling demands etc. As 95%~100% is set to confidence interval, each criteria thresholds are obtained on the basis of 95% on CDF curve Value.
In table 1, only provide a kind of signal, not preferred forms, related data needs to enrich further And improve curve and the threshold value of response.Network utilization thresholding takes based on perception thresholding and working standard thresholding 50% (K=1) minima.
When determining dilatation index, need to consider control channel impact, consider that up-downgoing situation is different simultaneously, Uplink/downlink network utilization is separately defined.Correspondingly, up corresponding reference table can also be obtained.Such as table (reference table example, up, x%=5% are assessed in the dilatation based on client perception) shown in 2.Different x% can obtain Obtain different reference tables, reference table can periodically update according to network Development situation, user perceives rate requirement Scope can be self-defined according to demand.
In the technical scheme that the embodiment of the present invention one proposes, LTE uplink network utilization rate=MAX is { in busy Row PUSCH PRB utilization rate;Busy PDCCH CCE utilization rate }.
LTE downlink network utilization rate=MAX { busy descending PUSC H PRB utilization rate;Busy PDCCH CCE utilization rate }.
Wherein:Busy up PUSCH PRB utilization rate=busy up PUSCH PRB occupancy average/ (busy up PUSCH PRB can use average × K).
Busy descending PDSCH PRB utilization rate=busy descending PDSCH PRB occupancy average/(under busy Row PDSCH PRB can use average × K).
Busy control channel PDCCH CCE utilization rate=busy control channel PDCCH CCE takies average Number/(busy control channel PDCCH CCE can use average × K).
User's perception rate index can be divided into:
User's descending perception speed=downlink user Mean Speed=community user face descending byte number * 8/ cell PDCP layer sends the business total duration of downlink data.
User uplink perceives speed=uplink user Mean Speed=community user face up byte number * 8/ cell PDCP layer sends the business total duration of upstream data.
Wherein, for the determination of x%, the embodiment of the present invention also provides a kind of determination method here:
Multiple dilatations based on client perception speed can be given and assess reference table according to said method 1,2 ..., n, correspond to expansion planning x1%, x2% ..., xn% respectively, are then issued to different regions, then Each areas case, carries out cell carrier frequencies dilatation assessment, obtains its this cell capacity-enlarging scale, to waiting in region to expand The dilatation scale holding region is integrated, and according to investment situation or market situation, or other expansion planning feelings Condition, determines dilatation scale plan, that is, determine x%.
The second way:To cell each in network, respectively each cell is carried out with single operational trials, obtain user Perception rate threshold, and according to the user's perception rate threshold obtaining, obtain and meet user's perception speed door The network capacity extension criteria thresholds of limit, user are perceived rate threshold and meet the network that user perceives rate threshold The corresponding storage of dilatation criteria thresholds, as the first corresponding relation.
The third mode:For each cell in network, screening meets user's perception of the cell imposing a condition Speed and network capacity extension index;Obtain the meansigma methodss of user's perception speed and the network capacity extension index that screening obtains Meansigma methodss, by user perceive speed meansigma methodss corresponding with the meansigma methodss of network capacity extension index store, as First corresponding relation.
It is described in detail with an example:
Rate requirement is perceived according to user, for example, opens certain service delay and require as z second (such as 3s~5s), Then this user perception requirement is mapped to network requirement is pMbps~qMbps, in the case of this kind, can pass through Following manner determines network capacity extension criteria thresholds:
A:Network capacity extension criteria thresholds are obtained by test.In this kind of mode, for each cell, carry out Individually cell carries out single operational trials, by the delay requirement to single business, by will to the speed limit of this business Ask, that is, set rate requirement, tested, the now cell utilization rate of acquisition, the feelings of number of users and flow Condition is done and is averagely obtained network capacity extension criteria thresholds value, or takes the number under certain benchmark by CDF curve Value is as network capacity extension criteria thresholds value.
B:Network capacity extension criteria thresholds are obtained by statistics.In this kind of mode, in statistics network, meet user Open user's perception speed, utilization rate, number of users and the flow of which cell that target latency requirement is 5s Situation, does average acquisition network capacity extension criteria thresholds value;Or taken under certain benchmark by CDF curve Numerical value as network capacity extension criteria thresholds value.
Acquisition module 502, in the first user perception rate threshold prestoring and first network dilatation In first corresponding relation of criteria thresholds, obtain the second user perception rate threshold and second in region to be assessed Second corresponding relation of network capacity extension criteria thresholds.
Wherein, for region to be assessed, determine the second user sense in the second corresponding relation in the following manner Know rate threshold:
Step one:For region to be assessed, determine and state the type of service carrying in region to be assessed.
Step 2:For the business of each type, the duration accounting of certain type of business, and type Business corresponding guarantee speed.
Step 3:Determine that, in setting time, same user triggers the voice and packet data concurrent service quantity of different business.
Step 4:According to all types of corresponding described duration accounting of business in cell, ensure speed and Voice and packet data concurrent service quantity, obtains the second user perception rate threshold in region to be assessed.
Determining module 503, for determining described region active user perception speed to be assessed and current network expansion Hold index.
Performing module 504, for relatively more described active user's perception speed and current network dilatation index and institute State second user perception rate threshold and the second network capacity extension criteria thresholds in the second corresponding relation.Obtaining Comparative result when meeting cell capacity-enlarging condition, carrier frequency dilatation is carried out to the cell of pending dilatation.
Specifically, above-mentioned acquisition module 502, specifically for obtaining the second user sense in described region to be assessed Know rate threshold;Second user according to described acquisition perceives rate threshold, in described first prestoring In corresponding relation, obtain the second user perception rate threshold in described region to be assessed and second network capacity extension refers to Second corresponding relation of mark thresholding.
Specifically, above-mentioned acquisition module 502, obtains institute specifically at least one in the following manner State the first corresponding relation:Based on statistic algorithm, the user's perception speed in network and network capacity extension index are entered Row statistics;The user meeting setting network dilatation condition is perceived rate threshold is corresponding with network capacity extension index deposits Storage, as the first corresponding relation;To cell each in network, respectively single operational trials is carried out to each cell, Obtain user's perception rate threshold, and according to the user's perception rate threshold obtaining, obtain and meet described use Family perceives the network capacity extension criteria thresholds of rate threshold, described user is perceived rate threshold and meets described use Family perceives the corresponding storage of network capacity extension criteria thresholds of rate threshold, as the first corresponding relation;For network In each cell, screening meets user's perception speed and network capacity extension index of the cell imposing a condition;Obtain Screen the user's perception meansigma methodss of speed obtaining and the meansigma methodss of network capacity extension index, user is perceived speed Meansigma methodss corresponding with the meansigma methodss of the network capacity extension index storage, as the first corresponding relation.
Specifically, above-mentioned acquisition module 502, specifically for determining the described second corresponding pass in the following manner Second user perception rate threshold in system:For region to be assessed, determine in described region to be assessed and hold The type of service carrying;For the business of each type, determine the duration accounting of the business of described type, and The business corresponding guarantee speed of described type;Determine that, in setting time, same user triggers different business Voice and packet data concurrent service quantity;According to all types of corresponding described duration accounting of business in described cell, described Ensure speed and voice and packet data concurrent service quantity, obtain the second user perception rate threshold in described region to be assessed.
Specifically, above-mentioned acquisition module 502, specifically for for region to be assessed, in the following manner really Second user perception rate threshold in fixed described second corresponding relation:RAB according to every evolution E-RAB flow value is distinguished the type of service carrying in described region to be assessed and is classified, and to all types of Business accounting is counted;Determine all types of business carrying in described region to be assessed corresponding business respectively Accounting and Service assurance speed;According to described business accounting and Service assurance speed, obtain described area to be assessed The second user perception rate threshold in domain.
Specifically, above-mentioned acquisition module 502, specifically for determining E-RAB flow value in the following manner: Every E-RAB flow=busy cell flow/cell average E-RAB number;Or every E-RAB flow=busy Cell flow/cell E-RAB is successfully established number of times.
Specifically, above-mentioned performing module 504, specifically for for each cell in region to be assessed, if Determine that the described current network dilatation index of described cell is more than or equal to or right more than or equal to described second During the second network capacity extension criteria thresholds in should being related to, determine that described comparative result meets cell capacity-enlarging condition; And/or be less than however, it is determined that going out described cell active user perception speed for each cell in region to be assessed Be equal to or cell be equal to described second corresponding relation in second user perception rate threshold when, and described work as When front dilatation criteria thresholds are more than or equal to or are more than or equal to the second network capacity extension criteria thresholds, determine described Comparative result meets cell capacity-enlarging condition.
In embodiment of the present invention technical scheme set forth above, when dilatation is carried out to network, used by introducing Family perceives speed, and will be mapped between user's perception speed and network capacity extension index, realizes treating expansion Hold region to be estimated, efficiently solve under normal circumstances, when carrying out the network capacity extension, using unified standard, It is difficult to embody the problem of the regional differences such as region, scene, and solves under normal circumstances, carry out network During dilatation, using unified standard, lack rational problem.
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 using complete hardware embodiment, complete software embodiment, Or combine the form of the embodiment of software and hardware aspect.And, the present invention can using 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.) the upper computer program implemented form.
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 describing.It should be understood that can by computer program instructions flowchart and/or Each flow process in block diagram and/or the flow process in square frame and flow chart and/or block diagram and/or square frame In conjunction with.These computer program instructions can be provided to general purpose computer, special-purpose computer, Embedded Processor Or the processor of other programmable data processing device with produce a machine so that by computer or other The instruction of the computing device of programmable data processing device produce for realizing in one flow process of flow chart or The device of the function of specifying 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 other programmable datas can be guided to process and set So that being stored in this computer-readable memory in the standby computer-readable memory working in a specific way Instruction produce and include the manufacture of command device, the realization of this command device is in one flow process or multiple of flow chart The function of specifying 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 Obtain and series of operation steps is executed on computer or other programmable devices to produce computer implemented place Reason, thus the instruction of execution is provided for realizing in flow chart one on computer or other programmable devices The step of the function of specifying 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 creative concept, then can make other change and modification to these embodiments.So, appended right will Ask and be intended to be construed to including preferred embodiment and fall into being had altered and changing of the scope of the invention.
Obviously, those skilled in the art can carry out various changes 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 (18)

1. a kind of network capacity extension method is it is characterised in that include:
Perceive the first couple of rate threshold and first network dilatation criteria thresholds in the first user prestoring In should being related to, obtain second user perception rate threshold and second network capacity extension criteria thresholds in region to be assessed The second corresponding relation;
Determine described region active user perception speed to be assessed and current network dilatation index;
In relatively more described active user's perception speed and current network dilatation index and described second corresponding relation Second user perception rate threshold and the second network capacity extension criteria thresholds;
When the comparative result obtaining meets cell capacity-enlarging condition, carrier frequency expansion is carried out to the cell of pending dilatation Hold.
2. the method for claim 1 is it is characterised in that in described first corresponding relation, obtain Take described second corresponding relation, including:
Obtain the second user perception rate threshold in described region to be assessed;
Second user according to described acquisition perceives rate threshold, in described first corresponding relation prestoring In, the second user obtaining described region to be assessed perceives rate threshold and the second network capacity extension criteria thresholds Second corresponding relation.
3. power requires the method as described in 1 it is characterised in that at least one in the following manner obtains Obtain described first corresponding relation:
Based on statistic algorithm, the user's perception speed in network and network capacity extension index are counted;
The user meeting setting network dilatation condition is perceived rate threshold storage corresponding with network capacity extension index, As the first corresponding relation;
To cell each in network, respectively each cell is carried out with single operational trials, obtains user's perception rate threshold, And according to the user's perception rate threshold obtaining, obtain and meet the network expansion that described user perceives rate threshold Hold criteria thresholds, described user is perceived rate threshold and meets the network expansion that described user perceives rate threshold Hold the corresponding storage of criteria thresholds, as the first corresponding relation;
For each cell in network, screening meets user's perception speed of the cell imposing a condition and network expands Hold index;Obtain user's perception meansigma methodss of speed and the meansigma methodss of network capacity extension index that screening obtains, will User perceives the meansigma methodss storage corresponding with the meansigma methodss of network capacity extension index of speed, as the first corresponding pass System.
4. the method for claim 1 is it is characterised in that be directed to region to be assessed, according to following Mode determines the second user perception rate threshold in described second corresponding relation:
For region to be assessed, determine the type of service carrying in described region to be assessed;
For the business of each type, determine the duration accounting of the business of described type, and described type Business corresponding guarantee speed;
Determine that, in setting time, same user triggers the voice and packet data concurrent service quantity of different business;
According to all types of corresponding described duration accounting of business in described cell, described guarantee speed and Voice and packet data concurrent service quantity, obtains the second user perception rate threshold in described region to be assessed.
5. the method for claim 1 is it is characterised in that be directed to region to be assessed, according to following Mode determines the second user perception rate threshold in described second corresponding relation:
RAB E-RAB flow value according to every evolution distinguishes carrying in described region to be assessed Type of service is classified, and all types of business accountings are counted;
Corresponding business accounting and business are protected respectively to determine all types of business carrying in described region to be assessed Barrier speed;
According to described business accounting and Service assurance speed, obtain the second user perception in described region to be assessed Rate threshold.
6. power requires the method as described in 5 it is characterised in that determining E-RAB flow in the following manner Value:
Every E-RAB flow=busy cell flow/cell average E-RAB number;Or
Every E-RAB flow=busy cell flow/cell E-RAB is successfully established number of times.
7. the method for claim 1 is it is characterised in that judge whether described comparative result meets Cell capacity-enlarging condition, including:
For each cell in region to be assessed however, it is determined that the described current network dilatation going out described cell refers to When mark is more than or equal to or is more than or equal to the second network capacity extension criteria thresholds in described second corresponding relation, really Fixed described comparative result meets cell capacity-enlarging condition;And/or
It is less than however, it is determined that going out described cell active user perception speed for each cell in region to be assessed Be equal to or cell be equal to described second corresponding relation in second user perception rate threshold when, and described work as When front dilatation criteria thresholds are more than or equal to or are more than or equal to the second network capacity extension criteria thresholds, determine described Comparative result meets cell capacity-enlarging condition.
8. described method as arbitrary in claim 1~7 is it is characterised in that described user's perception rate includes The uplink user perception speed of network;And/or the downlink user perception speed of network;Wherein said network upper The up first user that row user perceives rate packets purse rope network perceives speed, the up second user of network perceives Speed, up active user's perception speed of network;The downlink user perception rate packets purse rope network of described network Descending first user perceive speed, the descending second user perception speed of network, the descending current use of network Family perceives speed;
Described network capacity extension index includes the uplink network dilatation index of network;And/or the downlink network of network expands Hold index;The up first network dilatation that the uplink network dilatation index of wherein said network includes network refers to Mark, up second network capacity extension index of network, the up current network dilatation index of network;Described network Downlink network dilatation index include the descending first network dilatation index of network, descending second network of network Dilatation index, the descending current network dilatation index of network.
9. method as claimed in claim 8 is it is characterised in that described network capacity extension index includes:
Network utilization;
Effectively radio resource control RRC connects number of users;And
Data traffic.
10. method as claimed in claim 9 is it is characterised in that described network utilization includes up net Network utilization rate;And/or
Downlink network utilization rate.
11. methods as claimed in claim 8 are it is characterised in that carry out in the cell to pending dilatation After carrier frequency dilatation, also include:
User's perception speed in the setting cycle of statistics cell and network capacity extension index;
If in described setting cycle, the current user of described cell perceives speed and/or network capacity extension index Meansigma methodss when meeting dilatation condition, then carrier frequency dilatation is carried out to described cell preference other cells;
If in described setting cycle, the user of described cell perceives the average of speed and/or network capacity extension index Value does not meet dilatation condition, and the user of described cell perceives the meansigma methodss of speed and network capacity extension index the When meeting dilatation condition in one setting duration, according to scene, carrier frequency dilatation assessment is carried out to described cell, wherein, Described first sets duration is less than described setting cycle;
If in described setting cycle, the user of described cell perceives the meansigma methodss of speed and network capacity extension index Do not meet dilatation condition, and the user of described cell perceives the meansigma methodss of speed and network capacity extension index second Set in duration when meeting dilatation condition, to described cell monitoring, wherein said second setting duration is less than Described setting cycle.
A kind of 12. network capacity extension square law devices are it is characterised in that include:
Memory module, the first user for prestoring perceives rate threshold and first network dilatation index door First corresponding relation of limit;
Acquisition module, in the first user perception rate threshold prestoring and first network dilatation index In first corresponding relation of thresholding, obtain second user perception rate threshold and second network in region to be assessed Second corresponding relation of dilatation criteria thresholds;
Determining module, for determining that described region active user to be assessed perceives speed and current network dilatation refers to Mark;
Performing module, for relatively more described active user's perception speed and current network dilatation index and described the Second user perception rate threshold in two corresponding relations and the second network capacity extension criteria thresholds;In the ratio obtaining When relatively result meets cell capacity-enlarging condition, carrier frequency dilatation is carried out to the cell of pending dilatation.
13. devices as claimed in claim 12 it is characterised in that described acquisition module, specifically for Obtain the second user perception rate threshold in described region to be assessed;Second user perception according to described acquisition Rate threshold, in described first corresponding relation prestoring, obtains second use in described region to be assessed Family perceives the second corresponding relation of rate threshold and the second network capacity extension criteria thresholds.
14. require device as described in 12 it is characterised in that described acquisition module as power, specifically for pressing Obtain described first corresponding relation according at least one in following manner:Based on statistic algorithm, in network User's perception speed and network capacity extension index are counted;The user meeting setting network dilatation condition is perceived Rate threshold storage corresponding with network capacity extension index, as the first corresponding relation;To cell each in network, Respectively each cell is carried out with single operational trials, obtains user's perception rate threshold, and according to the user obtaining Perception rate threshold, obtains and meets the network capacity extension criteria thresholds that described user perceives rate threshold, will be described User's perception rate threshold is corresponding with the network capacity extension criteria thresholds meeting described user's perception rate threshold to be deposited Storage, as the first corresponding relation;For each cell in network, screening meets the use of the cell imposing a condition Family perception speed and network capacity extension index;Obtain the meansigma methodss of user's perception speed and the network expansion that screening obtains Hold the meansigma methodss of index, deposit corresponding with the meansigma methodss of network capacity extension index for the meansigma methodss of user's perception speed Storage, as the first corresponding relation.
15. devices as claimed in claim 12, it is characterised in that being directed to region to be assessed, described obtain Delivery block, specifically for determining the perception speed of the second user in described second corresponding relation in the following manner Thresholding:For region to be assessed, determine the type of service carrying in described region to be assessed;For each The business of type, determines the duration accounting of the business of described type, and the corresponding guarantor of business of described type Barrier speed;Determine that, in setting time, same user triggers the voice and packet data concurrent service quantity of different business;According to institute State all types of corresponding described duration accounting of business in cell, described guarantee speed and voice and packet data concurrent service number Amount, obtains the second user perception rate threshold in described region to be assessed.
16. devices as claimed in claim 12 it is characterised in that described acquisition module, specifically for For region to be assessed, determine the second user perception speed in described second corresponding relation in the following manner Thresholding:RAB E-RAB flow value according to every evolution is distinguished in described region to be assessed and is carried Type of service classified, and all types of business accountings are counted;Determine described region to be assessed The all types of business of middle carrying corresponding business accounting and Service assurance speed respectively;According to described business accounting With Service assurance speed, obtain the second user perception rate threshold in described region to be assessed.
17. require device as described in 16 it is characterised in that described acquisition module as power, specifically for pressing Determine E-RAB flow value according to following manner:Every E-RAB flow=busy cell flow/cell is average E-RAB number;Or often E-RAB flow=busy cell flow/cell E-RAB is successfully established number of times.
18. devices as claimed in claim 12 it is characterised in that described performing module, specifically for For each cell in region to be assessed however, it is determined that the described current network dilatation index going out described cell is big In or when being equal to or more than equal to the second network capacity extension criteria thresholds in described second corresponding relation, determine institute State comparative result and meet cell capacity-enlarging condition;And/or
It is less than however, it is determined that going out described cell active user perception speed for each cell in region to be assessed Be equal to or cell be equal to described second corresponding relation in second user perception rate threshold when, and described work as When front dilatation criteria thresholds are more than or equal to or are more than or equal to the second network capacity extension criteria thresholds, determine described Comparative result meets cell capacity-enlarging condition.
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