CN102244888A - Method and device for evaluating standby state behaviours of user equipment - Google Patents
Method and device for evaluating standby state behaviours of user equipment Download PDFInfo
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Abstract
The invention discloses a method and device for evaluating standby state behaviours of user equipment, for evaluating frequencies of abnormal states, such as dead halt, offline and/or disconnection, and the like, generated when the user equipment is standby through interactive signalling categories of the user equipment and a radio network controller (RNC)and user behaviour habit common senses. According to the method and the device disclosed by the invention, log records of entire network users are acquired through the RNC; on the basis of the user logs acquired by the RNC and statistical result records, obtained by a frequency statistical module, on suspected dead halt, offline frequency and/or suspected call disconnection frequency within a given statistical time slot by aiming at a single user, a signalling monitoring and analyzing system classifies and counts the behaviours generated when the user equipment is in the standby state in a multi-dimensional way, obtains a probability distribution trend during a certain statistical cycle, guides a network region coverage layout, and provides an early-warning prompt of terminal performance optimization through use of the method disclosed by the invention, therefore, the user perception can be improved and perfected from two aspects of users and networks.
Description
Technical field
The present invention relates to data acquisition and assessment technology in the wireless communication system, relate in particular to a kind of subscriber equipment holding state behavior appraisal procedure and device.
Background technology
Along with the granting of China's third generation mobile technology (3G) operation licence plate, declaration 3G enters the commercial epoch, compares with second generation mobile communication technology (2G) network, and the commercial maturing of 3G network and equipment is faced with very big challenge at the networking initial stage.Need on the one hand to optimize network configuration, promote network side system equipment and user terminal (User Equipment, UE) performance; Need on the other hand from user's perception angle, promote customer service and use perception, business service perception and service billing perception.
The TD-SCDMA network is devoted to the evaluation of the network operation according to network quality KPI (Key Performance Indicator) system from first phase city networking commercialization in 2007 so far always, and the network equipment and network environment are updated and optimized.Yet when the continuous lifting of existing network KPI index was satisfactory, user's perceptibility did not obtain synchronous lifting, and directly reflection is that customer complaint is many, and it is slow that network traffic increases.
It is that the basis is estimated in user's perception that customer service is used perception.After it is to use communication products, to the performance of product, the sense a kind of directly perceived of quality.Such as: video telephone function, before the use, the user may imagine according to QQ video experience and this service propaganda content, by the time after actual the use, meetings such as the image definition in the communication process, video time delay, image size impact to user's audio visual, allow the user form sense of reality to this service conditions.If feel good, be bound to stimulate the user to use this business; If sensation better, the user just uses when may consider necessity; If truly feels and desired value are separated by very far away, occur off-grid in the use, crash and go offline etc., and cause frequent recall or restart, the user is bound to abandon.
How to set up perfect user's perceptibility appraisement system, caused operator's extensive concern from user's perception angle.Though 3G network has 2G network successful experience to use for reference, 3G network also had its KPI classification and assesses self characteristics at the networking initial stage.For example: the subscriber equipment off-grid, to crash and go offline etc. at the networking initial stage be a many phenomenon of customer complaint, based on the wireless network control data acquisition, also there is not a kind of method to analyze and to assess at present to off-grid, data such as crash and go offline under user's holding state.
Summary of the invention
In view of this, main purpose of the present invention is to provide a kind of subscriber equipment holding state behavior appraisal procedure and device, by subscriber equipment and the mutual signaling classification of radio network controller and user behavior custom general knowledge, the frequency of deadlock, off-grid and abnormality such as go offline during the assesses user device standby.Thus, instruct make rational planning for network area overlapping layout and capabilities of user devices optimization.
For achieving the above object, technical scheme of the present invention is achieved in that
A kind of subscriber equipment holding state behavior appraisal procedure is characterized in that, comprising:
Radio network controller (RNC) is gathered the user journal of the whole network process of user calling, described user journal comprises user ID at least, rise exhale cell ID, business service type, rise exhale constantly and terminated call constantly;
In given timing statistics section, add up doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency based on described user journal.
Further, described method of adding up the doubtful dropped calls frequency based on described user journal is:
Judge in continuous two user journals of same user, less than user's subsequenct call patient time at interval whether the difference that works the terminated call moment of exhaling the moment and last user journal of back one user journal, less than described user's subsequenct call patient time at interval the time, doubtful dropped calls frequency statistics value adds up in this difference.Preferably, the business service type of continuous two user journals of described same user is based on the professional calling of RAB (RAB).
Further, if described business service type is location area updating and/or Routing Area Update, then described user journal also comprises location area updating information and/or Routing Area Update information, described location area updating information comprises the location area updating type, and described Routing Area Update information comprises the Routing Area Update type;
Described method of adding up doubtful deadlock, the off-grid frequency based on described user journal is:
When described user journal comprises location area updating information and/or Routing Area Update information, and location area updating type and/or Routing Area Update type are that international mobile subscriber identity (IMSI) is when adhering to, judge rising in this user journal exhale constantly with the terminated call whether little user's subsequenct call of the difference patient time constantly of same user's a preceding user journal at interval, if this difference less than described user's subsequenct call patient time at interval, the doubtful deadlock that then adds up, off-grid frequency statistics value.
Preferably, when described user journal comprises location area updating information and Routing Area Update information simultaneously, only be as the criterion, carry out the statistics of doubtful deadlock, the off-grid frequency with location area updating information.
Further, described radio network controller is supported the parsing of Non-Access Stratum location area updating and Routing Area Update message.
Further, described method also comprises the step of statistic of classification, is specially:
Based on the user journal that RNC collected, behind the statistics record that obtains at doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency of unique user in given timing statistics section, carry out statistic of classification at the statistics record that is obtained from various dimensions.
Described statistic of classification further comprises: preestablish different thresholdings or thresholding interval at doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency, when doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency of unique user in described timing statistics section greater than or fall into described different thresholding or thresholding when interval, in described statistics record, provide expert's prompting.
Further, described method also comprises: based on the user journal that RNC collected, carry out the statistic procedure of doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency at certain class business according to the business service type of user journal last time.
Based on said method, the present invention also proposes a kind of subscriber equipment holding state behavior apparatus for evaluating, and this device comprises:
Acquisition module is positioned at RNC, is used to gather the user journal of the whole network process of user calling, described user journal comprises user ID at least, rise exhale cell ID, business service type, rise exhale constantly and terminated call constantly;
The frequency statistics module, be used in given timing statistics section, add up doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency based on described user journal, and be responsible for generating statistics record at doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency of unique user in given timing statistics section.
Further, described frequency statistics module comprises:
The first frequency statistics module is used for carrying out based on described user journal the statistics of doubtful deadlock, the off-grid frequency; This module is judged in continuous two user journals of same user, less than user's subsequenct call patient time at interval whether the difference that works the terminated call moment of exhaling the moment and last user journal of back one user journal, less than user's subsequenct call patient time at interval the time, doubtful dropped calls frequency statistics value adds up in this difference;
The second frequency statistics module is used for carrying out based on described user journal the statistics of the doubtful dropped calls frequency; This module comprises location area updating information and/or Routing Area Update information at described user journal, and location area updating type and/or Routing Area Update type are that IMSI is when adhering to, judge rising in this user journal exhale constantly with the terminated call whether little user's subsequenct call of the difference patient time constantly of same user's a preceding user journal at interval, in this difference less than user's subsequenct call patient time at interval the time, the doubtful deadlock that adds up, off-grid frequency statistics value.
Further, described device also comprises:
The statistic of classification module, be used for the statistics record that the user journal that collects based on RNC and frequency statistics module obtain at doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency of unique user in given timing statistics section, from various dimensions to subscriber equipment the behavior under holding state carry out statistic of classification.
The present invention by radio network controller to the whole network user journal record acquisition, monitoring signaling and analytical system are by assessment algorithm of the present invention, based on user journal that RNC collected and frequency statistics module obtain at the doubtful deadlock of unique user in given timing statistics section, the statistics record of the off-grid frequency and/or the doubtful dropped calls frequency, from various dimensions to subscriber equipment the behavior under holding state carry out statistic of classification, obtain probability distribution trend at certain measurement period, instruct the network area overlapping layout and provide the early warning that terminal capabilities is optimized, thereby promote and improve user's perceptibility from user and two aspects of network.
Description of drawings
Fig. 1 is the flow chart of a kind of subscriber equipment holding state behavior appraisal procedure of the present invention's proposition;
Fig. 2 is the doubtful deadlock of the present invention, off-grid statistic algorithm schematic diagram;
Fig. 3 is the doubtful dropped call statistics algorithm of a present invention schematic diagram;
Fig. 4 is the structural representation of subscriber equipment holding state behavior apparatus for evaluating of the present invention.
Embodiment
Below at first realization principle of the present invention and basic thought are described;
Subscriber equipment carries out circuit domain (CS territory) registration by location area updating process and network, carries out packet domain (PS territory) registration by Routing Area Update process and network.
Location area updating comprises: the normal position district upgrades, periodical location area upgrades and international mobile subscriber identity (IMSI) attachment position district upgrades three types;
1) the normal position district upgrades, and refers to that UE moves to the another location district from a lane place, that is to say that the Location Area Identification (LAI) in UE discovery memory is different with the LAI of the current area that receives.Must register in the reposition district;
2) periodical location area upgrades, refer to that occurring in current network does not receive in the specific time from any information of travelling carriage, system takes the compulsory registration measure, requires the mobile subscriber to register once the availability of informing network UE in a special time (network configuration T3212 timer);
3) IMSI attachment position district upgrades, refer to that UE start or off-grid time surpasses periodical location area and upgrade special time after, find when returning service area that LAI is consistent with network LAI in the SIM card, then carries out IMSI and adheres to.
Same PS territory Routing Area Update also comprises following 3 types: normal Routing Area Update, periodicity Routing Area Update and IMSI adhere to Routing Area Update.
Usually, use in the user one day the mobile phone custom at 5 in the morning to point in evenings 12, in not at will switching on and shutting down of this time period user, unless in session or on the aircraft.To be assumed to be the basis like this, can adhere to the frequency to generation IMSI in this time period and add up, if the frequency surpasses certain thresholding, illustrate that then the user exists off-grid or deadlock possibility.In addition, if same user subsequenct call requested service in very short time illustrates that then the user service call may occur and go offline.From the statistics angle,,, on probability distribution, just can assess out subscriber equipment under holding state, the actual conditions that have off-grid, crash and go offline through certain measurement period as long as sample is enough.
Based on above-mentioned analysis, basic thought of the present invention is proposed: promptly use the mobile phone custom based on conventional user behavior, user journal at the process of user calling that RNC gathered, doubtful deadlock in statistics section preset time, the off-grid frequency or the doubtful dropped calls frequency, thus the user's holding state in time period when certain traffic is busy reflected.
The determination methods of described doubtful deadlock, off-grid is: comprise that IMSI attachment position district upgrades and/or IMSI when adhering to the user journal of Routing Area Update collecting, the record of this user journal is compared constantly with the record of the preceding user journal of this user constantly, if the time interval is too short, then the decidable user exists switching on and shutting down and off-grid to return the situation of service area.
The determination methods of described doubtful dropped calls is: when the user journal that collects at certain class service request, with the record of this user journal constantly with before this user once the user journal record at same class business constantly compare, if the time interval is too short, can judge that then there is the situation of dropped calls in the user.
Be described in further detail below in conjunction with the enforcement of accompanying drawing technical scheme.
Fig. 1 is the flow chart of a kind of subscriber equipment holding state of the present invention behavior appraisal procedure, specifically comprises:
Wherein, described business service type comprises: based on RAB (Radio Access Bear, service call RAB), short message, location area updating, Routing Area Update and urgent call;
Wherein, if process of user calling is location area updating or Routing Area Update process, described user journal also should comprise location area updating information or Routing Area Update information; Described location area updating information is carried the location area updating type, and Routing Area Update information comprises the Routing Area Update type;
Wherein, described to exhale cell ID be the sign of the Serving cell of customer call when inserting;
Wherein, described user ID is user's unique identification, for example international mobile subscriber identity (IMSI), international mobile identity code (IMEI) etc.;
Wherein, exhale the moment to be meant that RNC receives the moment of Radio Resource control (RRC, RadioResource Conctrol) connection request that UE sends for described;
Wherein, described terminated call is that RNC finishes this calling, the moment of recording user daily record constantly.
Preferably, radio network controller is supported the parsing of Non-Access Stratum lane place and Routing Area Update message, obtains location area updating and Routing Area Update information, and is kept at the RNC place.
When user journal only comprises circuit domain location area updating information, and the location area updating type is that IMSI is when adhering to, judge that rising in this user journal exhale constantly terminated call difference constantly with same user's a preceding user journal whether less than predetermined threshold value, this threshold value is set at interval according to user's subsequenct call patient time, if less than predetermined threshold value, the doubtful deadlock that then adds up, off-grid frequency statistics value;
When user journal only comprises packet domain Routing Area Update information, and the Routing Area Update type is that IMSI is when adhering to, judge that rising in this user journal exhale constantly terminated call difference constantly with the preceding user journal of same user whether less than predetermined threshold value, this threshold value is set at interval according to user's subsequenct call patient time, if less than predetermined threshold value, the doubtful deadlock that then adds up, off-grid frequency statistics value;
When user journal comprises circuit domain location area updating information and packet domain Routing Area Update information simultaneously, only be as the criterion with circuit domain location area updating information, carry out doubtful deadlock, off-grid frequency statistics.
Described user's subsequenct call patient time is meant at interval: use the mobile phone custom based on conventional user behavior, behind user terminal deadlock or the off-grid, return service area, or initiate the shortest time interval that network connects after the dropped calls again.
With the time order and function order, judge in continuous two user journals of same user, whether the time interval of working the terminated call moment of exhaling the moment and last user journal of back one user journal is less than user's subsequenct call patient time interval, if less than the doubtful dropped calls frequency that then adds up.
Preferably, the business service type of continuous two user journals of described same user is the calling based on the RAB business;
Step 106 is carried out statistic of classification from different dimensions to doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency;
Preferably, based on the user journal that RNC collected, behind the statistics record that obtains at doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency of unique user in given timing statistics section, also can carry out statistic of classification once more at the statistics record that is obtained, for example can carry out statistic of classification according to sub-district, terminal type, time period, user's group and cell set from various dimensions.
Preferably, based on the user journal that RNC collected, also can carry out statistic of classification, thereby obtain statistics at doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency of certain class business according to the business service type of user journal last time.
Embodiment 1:
Below in conjunction with Fig. 2 and Fig. 3, the concrete steps of a kind of subscriber equipment holding state of explanation the present invention behavior appraisal procedure that gives an actual example:
When step 201:UE made a call, RNC generated the user journal of corresponding current calling.And when calling out normal or abnormal ending, the output user journal;
In 3G, UE makes a call and refers to that promptly UE initiates wireless resource control connection request to network side.
Among the present invention, user journal essential record user totem information, rise exhale cell ID, rise exhale constantly and terminated call constantly etc., if customer call is location area updating process or Routing Area Update process, user journal also should comprise location area updating information and/or Routing Area Update information; Wherein, user totem information comprises: subscriber directory number, international mobile subscriber identity (IMSI), international mobile identity code (IMEI), wireless network temporarily identify (U-RNTI), cell-radio network temporarily identifies (C-RNTI), packet domain temporary identity identification code (P-TMSI) and temporary identity identification code (TMSI), for P-TMSI and TMSI, the identification information of UE also can only comprise the two one of;
Location area updating information is that the location area updating process just can exist at this user journal only, has wherein carried the location area updating type; Routing Area Update information has comprised the Routing Area Update type; Rising and exhaling cell ID is the sign of the Serving cell of user when inserting; Rise and exhale the moment of receiving subscriber equipment RRC connection request for network constantly; Terminated call is called out the moment of recording user daily record for network finishes this constantly.
Step 202: at network side, monitoring signaling and analytical system are gathered the user journal record to the whole network RNC, and analyze;
User behavior time period T1 is set, and for example: can set 5 of every mornings is the statistical analysis time period at 12 in evening;
User's subsequenct call patient time interval T 2 is set; T2 is meant that the back of crashing in the user behavior custom, off-grid return service area or dropped calls in calling procedure, initiate possible shortest time that network connects again at interval;
User IMSI attachment position district is set upgrades frequency early warning thresholding T3 or interval T3-T4, when the IMSI attachment position district renewal frequency surpasses the early warning thresholding or falls into early warning thresholding interval, then provide expert's prompting according to different early warning thresholdings or early warning thresholding interval by analysis, for example: the frequency is normal, the frequency is higher and the frequency is too high.
Step 203: interior all generation IMSI attachment position districts' renewals of network side monitoring signaling and analytical system statistics T1 time period and/or IMSI adhere to the user journal record X1 of Routing Area Update;
Step 204: with reference to Fig. 2, search for the last user journal Y1 of each user according to these user journals X1, exhale the poor Δ and the T2 that deduct the user journal Y1 end conversation moment constantly to compare with rising among the user journal X1, if Δ is less than T2, then write down the doubtful deadlock of this user, off-grid, counter B1 adds 1.Same user takes place in the time period at T1 that IMEI attachment position district that described Δ surpasses T2 upgrades or IMEI adheres to Routing Area Update the more, and then counter B1 is the more big.
Step 205: with reference to Fig. 3, network side monitoring signaling and interior all user journal X2s relevant of analytical system statistics T1 time period with business, search for the last professional associated user's daily record Y2 of each user according to these user journals X2, exhale the poor Δ and the T2 that deduct the user journal Y2 end conversation moment constantly to compare with rising among the user journal X2, if Δ is less than T2, then write down the doubtful dropped calls of this user, counter B2 adds 1.The number of calls that Δ surpasses T2 takes place the more at T1 in same user in the time period, then counter B2 is the more big.
Step 206: with counter B1 or the counter B2 of this T1 time period of each user, with T3 relatively, or whether judgement drops on the T3-T4 interval, if B1 or B2 are greater than T3 or drop in the T3-T4 interval, then provide expert's prompting at unique user, and the formation statistic record is stored, described statistic record should comprise that user identification field, doubtful off-grid deadlock frequency field, dropped calls frequency field, expert point out field etc., described statistic record can be used for carrying out relatedly with user journal, carries out the statistic of classification of subsequent step.
Step 207: network side monitoring signaling and analytical system can be on step 201 to 206 bases, classify according to selected sub-district, cell set, terminal type and time interval, reflect network coverage layout and capabilities of user devices from different perspectives, the distribution of doubtful off-grid, the deadlock frequency and the dropped calls frequency.
Wherein, terminal type is distinguished based on IMEI first eight bits numeral, TAC (Type Approval Code, unit type approval code) and FAC (Final Assembly Code assembles number at last).
Step 208: network side monitoring signaling and analytical system can write down business service type among Y1 and the Y2 according to user journal, carry out under user's Idle state or under the connected state, at the statistic of classification of off-grid, deadlock or the dropped calls of business service type.
Step 209: network side monitoring signaling and analytical system are showed statistics.
Fig. 4 is the structural representation that the present invention is based on the subscriber equipment holding state behavior apparatus for evaluating that subscriber equipment holding state behavior appraisal procedure that the present invention proposes proposes, and this device comprises: acquisition module, frequency statistics module, statistic of classification module.
Acquisition module is positioned at RNC, is used to gather the user journal of the whole network process of user calling, described user journal comprises user ID at least, rise exhale cell ID, business service type, rise exhale constantly and terminated call constantly;
The frequency statistics module, be used in given timing statistics section, add up doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency based on described user journal, and generate statistics record at doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency of unique user in given timing statistics section.
The frequency statistics module further comprises:
The first frequency statistics module is used for carrying out based on described user journal the statistics of doubtful deadlock, the off-grid frequency; This module is judged in continuous two user journals of same user, less than user's subsequenct call patient time at interval whether the difference that works the terminated call moment of exhaling the moment and last user journal of back one user journal, less than user's subsequenct call patient time at interval the time, doubtful dropped calls frequency statistics value adds up in this difference;
The second frequency statistics module is used for carrying out based on described user journal the statistics of the doubtful dropped calls frequency; This module comprises location area updating information and/or Routing Area Update information at described user journal, and location area updating type and/or Routing Area Update type are that IMSI is when adhering to, judge rising in this user journal exhale constantly with the terminated call whether little user's subsequenct call of the difference patient time constantly of same user's a preceding user journal at interval, in this difference less than user's subsequenct call patient time at interval the time, the doubtful deadlock that adds up, off-grid frequency statistics value.
Described device also further comprises the statistic of classification module, this module is used for the statistics record at doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency of unique user in given timing statistics section that the user journal that collects based on RNC and frequency statistics module obtain, from various dimensions to subscriber equipment the behavior under holding state carry out statistic of classification.
The above is preferred embodiment of the present invention only, is not to be used to limit protection range of the present invention.
Claims (12)
1. a subscriber equipment holding state behavior appraisal procedure is characterized in that, comprising:
Radio network controller (RNC) is gathered the user journal of the whole network process of user calling, described user journal comprises user ID at least, rise exhale cell ID, business service type, rise exhale constantly and terminated call constantly;
In given timing statistics section, add up doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency based on described user journal.
2. method according to claim 1 is characterized in that, described method of adding up the doubtful dropped calls frequency based on described user journal is:
Judge in continuous two user journals of same user, less than user's subsequenct call patient time at interval whether the difference that works the terminated call moment of exhaling the moment and last user journal of back one user journal, less than described user's subsequenct call patient time at interval the time, doubtful dropped calls frequency statistics value adds up in this difference.
3. method according to claim 2 is characterized in that, the business service type of continuous two user journals of described same user is based on the professional calling of RAB (RAB).
4. method according to claim 1, it is characterized in that, if described business service type is location area updating and/or Routing Area Update, then described user journal also comprises location area updating information and/or Routing Area Update information, described location area updating information comprises the location area updating type, and described Routing Area Update information comprises the Routing Area Update type;
Described method of adding up doubtful deadlock, the off-grid frequency based on described user journal is:
When described user journal comprises location area updating information and/or Routing Area Update information, and location area updating type and/or Routing Area Update type are that international mobile subscriber identity (IMSI) is when adhering to, judge rising in this user journal exhale constantly with the terminated call whether little user's subsequenct call of the difference patient time constantly of same user's a preceding user journal at interval, if this difference less than described user's subsequenct call patient time at interval, the doubtful deadlock that then adds up, off-grid frequency statistics value.
5. method according to claim 4 is characterized in that, when described user journal comprises location area updating information and Routing Area Update information simultaneously, only is as the criterion with location area updating information, carries out the statistics of doubtful deadlock, the off-grid frequency.
6. method according to claim 1 is characterized in that, described radio network controller is supported the parsing of Non-Access Stratum location area updating and Routing Area Update message.
7. method according to claim 1 is characterized in that, described method also comprises the step of statistic of classification, is specially:
Based on the user journal that RNC collected, behind the statistics record that obtains at doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency of unique user in given timing statistics section, carry out statistic of classification at the statistics record that is obtained from various dimensions.
8. method according to claim 7 is characterized in that, described method also comprises:
Preestablish different thresholdings or thresholding interval at doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency, when doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency of unique user in described timing statistics section greater than or fall into described different thresholding or thresholding when interval, in described statistics record, provide expert's prompting.
9. method according to claim 1, it is characterized in that, described method also comprises: based on the user journal that RNC collected, carry out the statistic procedure of doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency at certain class business according to the business service type of user journal last time.
10. subscriber equipment holding state behavior apparatus for evaluating is characterized in that this device comprises:
Acquisition module is positioned at RNC, is used to gather the user journal of the whole network process of user calling, described user journal comprises user ID at least, rise exhale cell ID, business service type, rise exhale constantly and terminated call constantly;
The frequency statistics module, be used in given timing statistics section, add up doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency based on described user journal, and be responsible for generating statistics record at doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency of unique user in given timing statistics section.
11. device according to claim 10 is characterized in that, described frequency statistics module comprises:
The first frequency statistics module is used for carrying out based on described user journal the statistics of doubtful deadlock, the off-grid frequency; This module is judged in continuous two user journals of same user, less than user's subsequenct call patient time at interval whether the difference that works the terminated call moment of exhaling the moment and last user journal of back one user journal, less than user's subsequenct call patient time at interval the time, doubtful dropped calls frequency statistics value adds up in this difference;
The second frequency statistics module is used for carrying out based on described user journal the statistics of the doubtful dropped calls frequency; This module comprises location area updating information and/or Routing Area Update information at described user journal, and location area updating type and/or Routing Area Update type are that IMSI is when adhering to, judge rising in this user journal exhale constantly with the terminated call whether little user's subsequenct call of the difference patient time constantly of same user's a preceding user journal at interval, in this difference less than user's subsequenct call patient time at interval the time, the doubtful deadlock that adds up, off-grid frequency statistics value.
12. device according to claim 10 is characterized in that, described device also comprises:
The statistic of classification module, be used for the statistics record that the user journal that collects based on RNC and frequency statistics module obtain at doubtful deadlock, the off-grid frequency and/or the doubtful dropped calls frequency of unique user in given timing statistics section, from various dimensions to subscriber equipment the behavior under holding state carry out statistic of classification.
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| CN201010169879.4A CN102244888B (en) | 2010-05-10 | 2010-05-10 | A kind of subscriber equipment holding state behavior evaluation method and device |
| PCT/CN2011/072613 WO2011140874A1 (en) | 2010-05-10 | 2011-04-11 | Method and apparatus for evaluating behavior of user equipment in standby state |
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| CN201010169879.4A CN102244888B (en) | 2010-05-10 | 2010-05-10 | A kind of subscriber equipment holding state behavior evaluation method and device |
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103955507A (en) * | 2014-04-25 | 2014-07-30 | 中国联合网络通信集团有限公司 | Early warning method and device based on perception of user |
| WO2014187306A1 (en) * | 2013-12-17 | 2014-11-27 | 中兴通讯股份有限公司 | Method and system for analyzing terminal disconnection rate, and computer storage medium |
| CN105207840A (en) * | 2015-08-18 | 2015-12-30 | 上海斐讯数据通信技术有限公司 | Network terminal user offline frequency detection system and method |
| CN106982452A (en) * | 2016-01-19 | 2017-07-25 | 中国移动通信集团安徽有限公司 | A kind of method and apparatus for determining speech quality |
| CN108901034A (en) * | 2018-06-27 | 2018-11-27 | 中国联合网络通信集团有限公司 | The appraisal procedure and device of data service |
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| CN105490823B (en) * | 2015-12-24 | 2019-12-10 | 原肇 | data processing method and device |
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| CN1829366A (en) * | 2005-03-02 | 2006-09-06 | 华为技术有限公司 | Wireless network controller log recording system and its method |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| WO2014187306A1 (en) * | 2013-12-17 | 2014-11-27 | 中兴通讯股份有限公司 | Method and system for analyzing terminal disconnection rate, and computer storage medium |
| CN103955507A (en) * | 2014-04-25 | 2014-07-30 | 中国联合网络通信集团有限公司 | Early warning method and device based on perception of user |
| CN105207840A (en) * | 2015-08-18 | 2015-12-30 | 上海斐讯数据通信技术有限公司 | Network terminal user offline frequency detection system and method |
| CN105207840B (en) * | 2015-08-18 | 2018-06-19 | 上海斐讯数据通信技术有限公司 | A kind of network terminal user goes offline frequency detecting system and method |
| CN106982452A (en) * | 2016-01-19 | 2017-07-25 | 中国移动通信集团安徽有限公司 | A kind of method and apparatus for determining speech quality |
| CN108901034A (en) * | 2018-06-27 | 2018-11-27 | 中国联合网络通信集团有限公司 | The appraisal procedure and device of data service |
| CN108901034B (en) * | 2018-06-27 | 2021-07-13 | 中国联合网络通信集团有限公司 | Data service evaluation method and device |
Also Published As
| Publication number | Publication date |
|---|---|
| WO2011140874A1 (en) | 2011-11-17 |
| CN102244888B (en) | 2015-09-16 |
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