CN103619036B - A kind of method and apparatus with assessing for data acquisition - Google Patents
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Abstract
The method and apparatus that embodiments of the invention disclose a kind of data acquisition and assessment, it is related to communication technical field, by being estimated to the whole network high ferro user speech/data service and network of relation quality being high ferro networking along the line and quality optimization lifting offer important references.The method includes：Collection high ferro cell list along the line, gathers the core network call detailed recorded data of user in cell list according to cell list；Separate the core network call detailed recorded data after gathering, obtain high ferro user list；High ferro user list corresponding core network call detailed recorded data is analyzed according to business evaluation criteria, generates high ferro traffic services quality and the assessment result of network servicequality；Assessment Optimizing Suggestions are generated according to assessment result.Embodiments of the invention are applied to the high ferro scene traffic/business appraisal procedure of core network call itemized record.
Description
Technical field
The present invention relates to communications applications technology, the method and apparatus with assessing for more particularly, to a kind of data acquisition.
Background technology
Under the high-speed railway scene of the network of existing 2/3G, for high ferro user need to set up a set of to high-speed railway
Scene traffic/business assesses the method and system framework of content, so as to accurately comprehensively to the whole network high ferro user speech/number
It is estimated according to business and spool network quality.
In the technology of existing assessment high-speed railway scene traffic/business, adopted due to current Mobile Network Operator
The analysis of high-speed railway scene optimization is based primarily upon A mouth and Abis mouth signaling data to Generation Mobile Telecommunication System technology 2G（2nd-
generation）Network high ferro subscriber's line circuit domain part of speech KPI index is from user's dimension, cell dimension（As percent of call completed, connection
Time delay, cutting off rate, total traffic etc.）It is monitored analyzing, but with G mobile communication 3G（3rd-
generation）The rapidly development of network is it is impossible to accurately comprehensively to the whole network high ferro user speech/data service and network of relation
Quality is estimated.
Content of the invention
The method and apparatus that embodiments of the invention provide a kind of data acquisition and assessment, by the whole network high ferro user's language
Sound/data service and network of relation quality are estimated, and then are high ferro networking along the line and quality optimization lifting offer
Important references.
For reaching above-mentioned purpose, embodiments of the invention adopt the following technical scheme that：
In a first aspect, a kind of method that data acquisition and assessment are provided, including：
Collection high ferro cell list along the line, gathers the core net of user in described cell list according to described cell list
Call detailed recorded data；
Separate the described core network call detailed recorded data after gathering, obtain high ferro user list；
The corresponding core network call detailed recorded data of described high ferro user list is analyzed according to business evaluation criteria, generates
High ferro traffic services quality and the assessment result of network servicequality, described business evaluation criteria at least includes：Circuit domain business,
At least one of packet switch domain service, user behavior and terminal capabilities or at least two combination；
Assessment Optimizing Suggestions are generated according to described assessment result.
Second aspect, provides the equipment of a kind of data acquisition and assessment, including：
Collecting unit, the cell list along the line for gathering high ferro, described cell list is gathered according to described cell list
The core network call detailed recorded data of middle user；
Separative element, for separating the described core network call detailed recorded data after described collecting unit collection, obtains
High ferro user list；
Analysis and assessment unit, for analyzing the detached described high ferro user row of described separative element according to business evaluation criteria
Table corresponding core network call detailed recorded data, generates high ferro traffic services quality and the assessment result of network servicequality,
Described business evaluation criteria at least includes：At least one of circuit domain business, packet switch domain service, user behavior and terminal capabilities or
At least two combination；
Output unit, the described assessment result for being generated according to described analysis and assessment unit generates assessment Optimizing Suggestions.
Data acquisition provided in an embodiment of the present invention and the method and apparatus of assessment, gather in high ferro cell list along the line
User data, obtains high ferro user data by separating the user data in this high ferro cell list along the line, and at least with circuit
At least one of domain business, packet switch domain service, user behavior and terminal capabilities or at least two combination business evaluation criteria
Analyze the assessment Optimizing Suggestions that this high ferro user data generates lifting networking.By to the whole network high ferro user speech/data
Business and network of relation quality are estimated being high ferro networking along the line and quality optimization lifting offer important references.
Brief description
For the technical scheme being illustrated more clearly that in the embodiment of the present invention, will make to required in embodiment description below
Accompanying drawing be briefly described it should be apparent that, drawings in the following description are only some embodiments of the present invention, for
For those of ordinary skill in the art, on the premise of not paying creative work, other can also be obtained according to these accompanying drawings
Accompanying drawing.
Fig. 1 is the schematic flow sheet of a kind of data acquisition provided in an embodiment of the present invention and the method for assessment；
Fig. 2 is the structural representation of a kind of data acquisition provided in an embodiment of the present invention and the equipment of assessment.
Specific embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation description is it is clear that described embodiment is only a part of embodiment of the present invention, rather than whole embodiments.It is based on
Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under the premise of not making creative work
Embodiment, broadly falls into the scope of protection of the invention.
A kind of method that the present invention provides data acquisition and assessment, with reference to shown in Fig. 1, specifically includes following steps：
101st, data acquisition and the equipment of assessment gather high ferro cell list along the line, gather cell according to this cell list
The core network call detailed recorded data of user in list.
What in the cell list along the line with the equipment collection high ferro of assessment of data acquisition here, user network event occurred is complete
Portion's signaling interface information, synthesizes core net call detailed recorded data by gathering signaling interface information.
Wherein, core network call detailed recorded data be one kind can comprehensively, objectively respond user use business procedure in
More original data, this data is the record of multiplex roles composite structure event level, covers customer incident and owns
The essential information of synthesis signaling interface, such as circuit domain location updating core network call itemized record, then cover A interface, Iu-
CS interface and the essential information of C/D interface signaling data；Packet domain PDP activation structuring logout is at least covered Iu-PS and is connect
Mouth, the essential information of gn interface signaling data.Dominant net ripe soon can be accurately positioned by core network call detailed recorded data
Network problem, realizes to telling the long-term assessment of railway network and optimization.
Specifically, data acquisition and the feature of the core network call detailed recorded data of the equipment collection of assessment are：
A, the record of multiplex roles composite structure event level, including the institute of a user speech communication service/Network
There is interface signaling data message, carrying out deep user type according to this total interface sig data information is analysis, builds model,
Problem analysis.
B, data acquisition and the equipment assessed analyze total interface sig data information, this event type according to event type
At least include：Circuit field type and packet field type.
Here as shown in table 1, circuit field type at least includes 14 class logouts, specifically as shown in table 1：
Table 1
| Comprehensive ticket | Paging logout |
| A/Iu mouth call record | Addressing event record |
| MAP dialog events record | Station to station call event |
| Location updating logout | Intelligent network business trigger records |
| Handover event record | Short message event record |
| Encrypted event record | Supplementary service change record |
| Take family identified event record | Authentication things record |
Here as shown in table 2, packet field type at least includes 15 class logouts, specifically as shown in table 2：
Table 2
| PDP activation logout | Multimedia message event record |
| Attachment logout | RAB assigns logout |
| Authority event record | Routing Area Update logout |
| Browsing event record | Security classes logout |
| Deexcitation logout | Server request event record |
| Attachment removal logout | SRNS relocation event record |
| FTP download event record | User face data record |
| Mail record |
Wherein, data acquisition and the equipment of assessment are acquired going forward side by side according to the event of circuit field type and packet field type
Row analysis obtains the initial data of the data of user in high ferro cell list along the line.
C, data acquisition and the equipment assessed analyze switching construction event according to field type.
Here data acquisition is combined multi-field with the equipment of assessment according to switching construction logout and carries out various dimensions
Conjoint analysis, solve single means or the insoluble problem of data mapping in the past, such as single-pass link/time slot.Wherein, this is cut
Change structuring logout to include switching user international mobile subscriber identity IMSI（international mobile
subscriber identity）, international mobile equipment identification number IMEI（International Mobile Equipment
Identification Number）, switching time of origin and start-stop cell.
D, data acquisition are with the equipment assessed according to the user's communication event in different core network call detailed recorded data
Type is analyzed.
For example it is directed to the paging black hole under same high ferro scene, at least through with reference to paging, location updating and call record
In at least one or at least two groups composition combination different types of structuring event log data be associated analyze, thus
Experience of being more effectively close to the users sense is pinpointed the problems.
The information field of e, each user equipment and terminal unit.
Here by combine comprise a large amount of IMSI national mobile user identification MSISDN（National Mobile
Subscriber Identification）International mobile equipment identity software IMSISV（International
Mobile Equipment Identity Software Version）Deng user and end message field, convenient combination is concrete
Positioning problems are analyzed to user and terminal dimension, solve the indeterminable mass data in traditional data source by user side with
And the problem of terminal processes.
102nd, data acquisition separates the core network call detailed recorded data after collection with the equipment of assessment, obtains high ferro and uses
Family list.
Here separately the principle of the core network call detailed recorded data after collection is：On the same day in the same time period（High
Ferrum all fronts run time）Occur in the same IMSI user of N number of different location（As Beijing-Shanghai circuit, simultaneously appear in Beijing, south
Capital, the user in Shanghai）.Wherein this separation principle is based primarily upon the core network call detailed recorded data of high ferro cell along the line and carries out
Screening, eliminates the possibility of user's airplane.
The core network call detailed recorded data being wherein used for processing after separating collection obtains high ferro user list and can lead to
Cross a disjunctive model to complete, the core network call detailed recorded data record that this disjunctive model gathers according to high ferro cell along the line
User's IMSI information in data generates, and the core network call detailed recorded data for high ferro cell along the line is screened.
Specifically the user data in separation this high ferro cell list along the line can be：
Beijing-Shanghai express railway：The user in Beijing-Shandong-Jiangsu is occurred on the same day in 6 hours；
The wide high ferro in capital：The user in Beijing-Henan-Guangdong is occurred on the same day in 12 hours；
Beijing-Tianjin high ferro：The user of Beijing-Tianjin is occurred on the same day in 1 hour；
Zheng Xi high ferro：The user in Zhengzhou-Xi'an is occurred on the same day in 4 hours；
Harbin-to-Dalian high ferro：The user in Heilungkiang-Dalian is occurred on the same day in 6 hours.
Here by the A/Iu call record in table 1 and location updating logout collection high ferro cell list along the line
The core network call detailed recorded data of user, and disjunctive model is constituted according to the IMSI information of high ferro each user along the line, enter
And high ferro user list is obtained according to the core network call detailed recorded data that above-mentioned separation principle separates after gathering.
103rd, data acquisition analyzes the corresponding core net of high ferro user list with the equipment of assessment according to business evaluation criteria
Call detailed recorded data, generates high ferro traffic services quality and the assessment result of network servicequality.
Wherein, business evaluation criteria at least includes：In circuit domain business, packet switch domain service, user behavior and terminal capabilities
At least one or at least two combination.
Here under high-speed railway scene the concrete evaluation criteria of customer service quality according to circuit domain business, packet switch domain service,
At least one of user behavior and terminal capabilities or at least two this high ferro user data of combinative analysiss.
Specifically, data acquisition analyzes the corresponding core of high ferro user list with the equipment of assessment according to business evaluation criteria
Net call detailed recorded data, and generate the assessment result of high ferro user list corresponding core network call detailed recorded data,
Including：
A, the equipment of data acquisition and assessment are according to the corresponding core of index analysis high ferro user list of circuit domain business
Net call detailed recorded data.
Wherein, the index of circuit domain business at least includes：Mobility, access property, retentivity, integrity, general accessed
At least one of journey or at least two compositions.
Specific targets are as shown in table 3：
Table 3
In table shown in table 3, it is the index analysis high ferro user data with circuit domain business, according to circuit domain business
Index analysis obtain in whole piece high ferro working line and run time, and high ferro user speech business and the actual of Network make
With situation, and then improve the whole network high ferro user speech/data service for the later stage and network of relation quality provides important references.
B, the equipment of data acquisition and assessment are according to the corresponding core of index analysis high ferro user list of packet switch domain service
Net call detailed recorded data.
Wherein, the index of packet switch domain service at least includes：At least one of access property, retentivity and user plane or at least two
Plant composition.
Specific targets are as shown in table 4：
Table 4
The equipment of c, data acquisition and assessment is according to the index analysis high ferro user list pair of user behavior and terminal capabilities
The core network call detailed recorded data answered.
Wherein, the index of user behavior and terminal capabilities at least includes：Service class and terminal class.
Specific targets are as shown in table 5：
Table 5
104th, data acquisition and the equipment of assessment generate assessment Optimizing Suggestions according to assessment result.
Wherein, data acquisition and the equipment of assessment generate assessment Optimizing Suggestions according to assessment result, including：
A, data acquisition and the equipment of assessment correct business evaluation criteria according to the assessment Optimizing Suggestions generating.
B, data acquisition and the equipment assessed reanalyse high ferro user list pair according to the business evaluation criteria after correction
The core network call detailed recorded data answered.
Business evaluation criteria after correction is again by corresponding for high ferro user list core network call itemized record number
According to being analyzed, so that the high ferro user data precision after analysis improves.
C, data acquisition are detailed according to the corresponding core network call of high ferro user list after reanalysing with the equipment of assessment
Thin record data generates new assessment Optimizing Suggestions.
New assessment Optimizing Suggestions are generated according to the high ferro user data after reanalysing so that accurately comprehensively to the whole network
High ferro user speech/data service and network of relation quality are estimated, and then are high ferro networking along the line and Functionality, quality and appealing design
Changing lifting provides important references.
Data acquisition provided in an embodiment of the present invention and the method for assessment, gather the number of users in high ferro cell list along the line
According to, by separate this high ferro cell list along the line in user data obtain high ferro user data, and at least with circuit domain business,
At least one of packet switch domain service, user behavior and terminal capabilities or at least two business evaluation criteria of combination analyze this height
Ferrum user data generates the assessment Optimizing Suggestions of lifting networking.Thus by the whole network high ferro user speech/data service
And network of relation quality is estimated being high ferro networking along the line and quality optimization lifting offer important references.
Parameter in the list mentioned in the embodiment of the present invention is only with realize that embodiments of the invention are provided above-mentioned
One data acquisition is defined with the method for assessment, is not especially limited.
Embodiments of the invention provide a kind of data acquisition with assessment equipment 2, this data acquisition with assessment equipment 2 with
Any of the above-described data acquisition that embodiments of the invention can be realized to be provided is defined with the method for assessment, with reference to shown in Fig. 2, wraps
Include：
Collecting unit 21, the cell list along the line for gathering high ferro, user in cell list is gathered according to cell list
Core network call detailed recorded data；
Separative element 22, for separating the core network call detailed recorded data after collecting unit collection, obtains high ferro and uses
Family list；
Analysis and assessment unit 23, for corresponding to according to the detached high ferro user list of business evaluation criteria analytical separation unit
Core network call detailed recorded data, generate the assessment result of high ferro traffic services quality and network servicequality, this business
Evaluation criteria at least includes：At least one of circuit domain business, packet switch domain service, user behavior and terminal capabilities or at least two
Combination；
Output unit 24, the assessment result for being generated according to analysis and assessment unit generates assessment Optimizing Suggestions.
Data acquisition provided in an embodiment of the present invention and the equipment of assessment, gather the number of users in high ferro cell list along the line
According to, by separate this high ferro cell list along the line in user data obtain high ferro user data, and at least with circuit domain business,
At least one of packet switch domain service, user behavior and terminal capabilities or at least two business evaluation criteria of combination analyze this height
Ferrum user data generates the assessment Optimizing Suggestions of lifting networking.Thus by the whole network high ferro user speech/data service
And network of relation quality is estimated being high ferro networking along the line and quality optimization lifting offer important references.
Optionally, collecting unit 21, specifically for：In collection high ferro cell list along the line, user network event occurs
All signaling interface information, synthesizes core net call detailed recorded data by gathering signaling interface information.
Optionally, separative element 22, specifically for：By disjunctive model according to user equipment in high ferro cell along the line
User data in cell list along the line for high ferro is made a distinction by international mobile subscriber identity IMSI information, and this disjunctive model is
The data model that the IMSI information in core network call detailed recorded data according to the collection of high ferro cell along the line is constituted.
Optionally, analysis and assessment unit 23, specifically for：Index analysis high ferro user list pair according to circuit domain business
The core network call detailed recorded data answered, the index of this circuit domain business at least includes：Mobility, access property, retentivity, complete
At least one of whole property, general access procedure or at least two compositions；
According to the corresponding core network call detailed recorded data of index analysis high ferro user list of packet switch domain service, this point
The index of group domain business at least includes：At least one of access property, retentivity and user plane or at least two compositions；
The corresponding core network call itemized record of index analysis high ferro user list according to user behavior and terminal capabilities
Data, the index of this user behavior and terminal capabilities at least includes：Service class and terminal class.
Optionally, output unit 24, specifically for：According to the assessment Optimizing Suggestions correction business evaluation criteria generating；Root
Reanalyse high ferro user list corresponding core network call detailed recorded data according to the business evaluation criteria after correction；According to weight
High ferro user list corresponding core network call detailed recorded data after new analysis generates new assessment Optimizing Suggestions.
Data acquisition provided in an embodiment of the present invention and the equipment of assessment, gather the number of users in high ferro cell list along the line
According to, obtain high ferro user data by separating the user data in this high ferro cell list along the line, and with circuit domain business, packet
At least one of domain business, user behavior and terminal capabilities or at least two combination business evaluation criteria analyze this high ferro use
User data generates the assessment Optimizing Suggestions of lifting networking.Thus by the whole network high ferro user speech/data service and phase
Close network quality to be estimated is high ferro networking along the line and quality optimization lifting provides important references.
The above, the only specific embodiment of the present invention, but protection scope of the present invention is not limited thereto, and any
Those familiar with the art the invention discloses technical scope in, change or replacement can be readily occurred in, all should contain
Cover within protection scope of the present invention.Therefore, protection scope of the present invention should described be defined by scope of the claims.
Claims (8)
1. a kind of data acquisition and the method for assessment are it is characterised in that include：
Collection high ferro cell list along the line, gathers the core network call of user in described cell list according to described cell list
Detailed recorded data；
Separate the described core network call detailed recorded data after gathering, obtain high ferro user list；
The corresponding core network call detailed recorded data of described high ferro user list is analyzed according to business evaluation criteria, generates high ferro
Traffic services quality and the assessment result of network servicequality, described business evaluation criteria at least includes：Circuit domain business, packet
At least one in domain business, user behavior and terminal capabilities；
Assessment Optimizing Suggestions are generated according to described assessment result；
Described assessment Optimizing Suggestions according to generating correct described business evaluation criteria；
The corresponding core network call itemized record of described high ferro user list are reanalysed according to the business evaluation criteria after correction
Data；
New assessment optimization is generated according to the high ferro user list corresponding core network call detailed recorded data after reanalysing
Suggestion.
2. method according to claim 1 is it is characterised in that described collection high ferro cell list along the line, according to described
Cell list gathers the core network call detailed recorded data of user in described cell list, including：
Gather whole signaling interface information that in described high ferro cell list along the line, user network event occurs, by gathering institute
State signaling interface information and synthesize described core network call detailed recorded data.
3. method according to claim 1 is it is characterised in that the described described core network call separating after gathering is remembered in detail
Record data, obtains high ferro user list, including：
By disjunctive model according to the international mobile subscriber identity IMSI information of user equipment in high ferro cell along the line by institute
The user data stated in high ferro cell list along the line makes a distinction, and described disjunctive model is the core according to the collection of high ferro cell along the line
The data model that IMSI information in heart net call detailed recorded data is constituted.
4. method according to claim 1 is it is characterised in that described analyze described high ferro user according to business evaluation criteria
List corresponding core network call detailed recorded data, generates the assessment knot of high ferro traffic services quality and network servicequality
Really, including：
High ferro user list corresponding core network call detailed recorded data described in index analysis according to described circuit domain business,
The index of described circuit domain business at least includes：Mobility, access property, retentivity, integrity, in general access procedure at least
A kind of；
High ferro user list corresponding core network call detailed recorded data described in index analysis according to described packet switch domain service,
The index of described packet switch domain service at least includes：At least one in access property, retentivity and user plane；
Described in index analysis according to described user behavior and terminal capabilities, the corresponding core network call of high ferro user list is detailed
Record data, the index of described user behavior and terminal capabilities at least includes：Service class and terminal class.
5. a kind of data acquisition and the equipment of assessment are it is characterised in that include：
Collecting unit, the cell list along the line for gathering high ferro, gathered in described cell list according to described cell list and use
The core network call detailed recorded data at family；
Separative element, for separating the described core network call detailed recorded data after described collecting unit collection, obtains high ferro
User list；
Analysis and assessment unit, for analyzing the detached described high ferro user list pair of described separative element according to business evaluation criteria
The core network call detailed recorded data answered, generates high ferro traffic services quality and the assessment result of network servicequality, described
Business evaluation criteria at least includes：At least one in circuit domain business, packet switch domain service, user behavior and terminal capabilities；
Output unit, the described assessment result for being generated according to described analysis and assessment unit generates assessment Optimizing Suggestions；
Described output unit is additionally operable to, and the described assessment Optimizing Suggestions according to generating correct described business evaluation criteria；According to school
Business evaluation criteria after just reanalyses the corresponding core network call detailed recorded data of described high ferro user list；According to weight
High ferro user list corresponding core network call detailed recorded data after new analysis generates new assessment Optimizing Suggestions.
6. data acquisition according to claim 5 and the equipment of assessment, it is characterised in that described collecting unit, are specifically used
In：
Gather whole signaling interface information that in described high ferro cell list along the line, user network event occurs, by gathering institute
State signaling interface information and synthesize described core network call detailed recorded data.
7. data acquisition according to claim 5 and the equipment of assessment, it is characterised in that described separative element, are specifically used
In：
By disjunctive model according to the international mobile subscriber identity IMSI information of user equipment in high ferro cell along the line by institute
The user data stated in high ferro cell list along the line makes a distinction, and described disjunctive model is the core according to the collection of high ferro cell along the line
The data model that IMSI information in heart net call detailed recorded data is constituted.
8. data acquisition according to claim 5 and the equipment of assessment, it is characterised in that described analysis and assessment unit, have
Body is used for：
High ferro user list corresponding core network call detailed recorded data described in index analysis according to described circuit domain business,
The index of described circuit domain business at least includes：Mobility, access property, retentivity, integrity, in general access procedure at least
A kind of；
High ferro user list corresponding core network call detailed recorded data described in index analysis according to described packet switch domain service,
The index of described packet switch domain service at least includes：At least one in access property, retentivity and user plane；
Described in index analysis according to described user behavior and terminal capabilities, the corresponding core network call of high ferro user list is detailed
Record data, the index of described user behavior and terminal capabilities at least includes：Service class and terminal class.
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| CN104822154A (en) * | 2015-01-29 | 2015-08-05 | 北京微智信业科技有限公司 | CSFB (Circuit switch FallBack) service quality analysis system and method |
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