CN104348654A - CDMA (Code Division Multiple Access) wireless test data management platform based on Internet of things - Google Patents
CDMA (Code Division Multiple Access) wireless test data management platform based on Internet of things Download PDFInfo
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Abstract
The invention relates to a CDMA (Code Division Multiple Access) wireless test data management platform based on Internet of things. The CDMA wireless test data management platform based on the Internet of things consists of a raw data acquiring and processing platform, a single FLOG statistical analysis preprocessing platform, a time slicing statistics and report generation platform, and a BS (Browser/Server) analytical application and CS (Client/Server) analytical application display platform. By adopting the CDMA wireless test data management platform based on the Internet of things, uniform monitoring, uniform analysis, uniform storage and uniform management of China Telecom wireless test data are realized, and network optimization data test flow management, network optimization test data format uniform centralized management, combination of network optimization test data and a GIS (Geographic Information System) and mass deep special expert-simulating intelligent analysis of data are formed. Through implementation of the CDMA wireless test data management platform, common defects of the conventional wireless test system technology are effectively overcome, and a brand-new intuitive wireless test data analysis monitoring management platform is provided for China Telecom.
Description
Technical field
The present invention relates to a kind of Internet of things system, particularly relate to a kind of cdma wireless test data management platform based on Internet of Things.
Background technology
In China Telecom's mobile radio network operation, network optimization quality determines the quality of wireless mobile network network quality, and network optimization is the most important thing in the transportation of China Telecom's wireless mobile network rear end.Network optimization relates to the wireless test data of magnanimity, and network optimization wireless test data comprise manual testing's data, automatic road measuring data, fixed test data and other test datas.The how wireless test data of scientific utilization magnanimity, Real-Time Monitoring, assessment, tracking the whole province network quality situation, implement effective management to China Telecom's mobile radio network; How to pass through the function of cdma wireless test data management platform magnanimity DBMS process, carry out historical data performance comparison, comprehensive analysis mining network problem, locating area fault; How to set up the maintenance system of Efficient Operation, the accurate management of effective propelling China Telecom mobile network basis operation, turns to support with information, by the maintenance service of advanced person, improving maintenance management efficiency, maintenance quality and service level, is be badly in need of key problems-solving at present.So a set of a kind of cdma wireless test data management platform based on Internet of Things matched with himself feature is badly in need of in China Telecom's mobile radio network operation.
But current existing wireless test system technical functionality is few, and has significant limitation: network optimization technical staff is unable to do what one wishes for the fractional analysis of craft loaded down with trivial details in a large number statistics drawn game quality award from the ministry, is difficult to gather wireless test data comprehensively; Test data is disperseed, multi-vendor data format is various, cannot carry out united analysis; Wireless test data bulk is large, and data user rate is low, and cannot be formed and make a concerted effort, become one by one " data silo ", decision-making level is difficult to manage magnanimity wireless test data; Test report checking difficulty, feedback cycle is long, directly cannot verify data.Therefore, a kind of cdma wireless test data management platform based on Internet of Things has become our important topic urgently to be resolved hurrily.
Summary of the invention
The object of the invention is to solve the weak point in above-mentioned existing wireless test system technology, for China Telecom provide a kind of completely newly, a kind of cdma wireless test data management platform based on Internet of Things intuitively.
In order to solve the problems of the technologies described above, the present invention realizes by the following technical solutions:
A kind of cdma wireless test data management platform based on Internet of Things of the present invention comprises raw data acquisition processing platform, single FLOG statistical analysis pre-conditioning stage, isochronous surface statistics and report generation platform, BS analytical applications and CS analytical applications display platform.By raw data acquisition processing platform, single FLOG statistical analysis pre-conditioning stage, isochronous surface statistics and report generation platform, a kind of cdma wireless test data management platform based on Internet of Things that BS analytical applications and CS analytical applications display platform are formed, achieve the unified monitoring to China Telecom's wireless test data, united analysis, unified storage and unified management, define collection network optimization data test orderly management, network optimization test data uniform formatization is managed concentratedly, network optimization test data combines with generalized information system, a kind of cdma wireless test data management platform based on Internet of Things of the intelligent analysis of the extra large quantisation depthization special topicization simulation expert of data.Enforcement of the present invention, efficiently solves the common drawback of wireless test system technology in the past, for China Telecom provide one completely newly, the monitoring management of wireless test data analysis intuitively platform;
Described raw data acquisition processing platform, the wireless test data that all kinds of radio test method is produced, collect in the cdma wireless test data management platform based on Internet of Things, and carry out the operations such as data decode, data cleansing, data check, thus reach consistency, the availability of data;
Described single FLOG statistical analysis pre-conditioning stage, system, to the FLOG file of each warehouse-in, is carried out precalculating early stage, processing according to the predefined all kinds of index of system, is formed this FLOG summary data, show for post analysis, thus improve overall system treatment efficiency;
Described isochronous surface statistics and report generation platform, to the FLOG after warehouse-in, according to multiple dimensions such as time, region and scenes, data are cut into slices, form section result data, and according to section result and single FLOG statistical analysis pre-processed results, carry out the preparation of form desired data, extraction work;
Described BS analytical applications and CS analytical applications display platform, system is by BS and CS two kinds of analytical applications exhibition methods, to original enter database data, section result data and single FLOG statistical analysis pre-processed results data, carry out the operations such as all kinds of calculating, process, modeling, form KPI across comparison function, KPI historical trend function, problem points playback module, pilot pollution analysis module, weak covering analyzing module etc.
Described raw data acquisition processing platform, raw data acquisition tests collection by various places manual testing collection, the automatic test data in various places, CQT and mobile phone terminal tests collection by FTP automatic acquisition and the acquisition of intersystem interface method of calling, gathers and obtains magnanimity wireless test data; The artificial wireless test data of the magnanimity gathered by various places manual testing, obtain magnanimity manual testing initial data by uploading; Automatic test data is by the automatic test data of FTP automatic acquisition magnanimity; CQT test gathers and mobile phone terminal test collection is called by intersystem interface, the automatic test data of magnanimity of automatic acquisition; Magnanimity manual testing initial data and the automatic test data of magnanimity convert magnanimity internal unity form FLOG data to respectively by putting pre-processing module in storage, the FLOG data of magnanimity consolidation form are carried out process and are realized batch by being stored into library module in batches and store warehouse-in, batch stores the FLOG data of the magnanimity consolidation form of warehouse-in again by command decode module, parameter decoding module, data cleansing module, process, realize the function generating various raw data table.
Described single FLOG statistical analysis pre-conditioning stage, comprises single FLOG conventional index statistical module, parameter trajectory sectional drawing generation module, event problem points generation module, voice calling and called event matches module, data service event matches module, voice/data coverage rate former sampled point table generation module, accurate pilot pollution point table generation module, original sample point area code generation module, crude sampling locus of points screen capture module;
Described single FLOG conventional index statistical module, parameter trajectory sectional drawing generation module, successively by single LOG index grid statistical module, single FLOG parameter trajectory form DOC generation module, the DOC form realizing showing containing PNG figure presents function;
Described event problem points generation module, respectively by problem points section file generating module, problem points sectional drawing file generating module, then by single FLOG problem points report file generation module, process, realize FLOG section file function, problem points form details DOC form represents function, and problem points form inventory XLS form represents function;
Described voice calling and called event matches module, to be conversed matching module by single mode successively, single FLOG message accounting statement analysis module, and single FLOG speech business form XLS generation module, processes, realize speech business XLS format message table function;
Described data service event matches module, successively by single FLOG data service statistical report form analysis module, single FLOG data service XLS form form generation module, processes, realizes data service XLS format message table function;
Described voice/data coverage rate former sampled point table generation module, respectively by voice/data traffic coverage rate statistical analysis module, coverage rate screen capture module, processes, and realizes voice/data traffic coverage rate function of statistic analysis, coverage rate sectional drawing function;
Described accurate pilot pollution point table generation module, successively by pilot pollution former sampled point table generation module, pilot pollution point result table generation module, pilot pollution extract and analytic process module, process, realize pilot pollution former sampled point table systematic function, pilot pollution point result table systematic function, pilot pollution extracts and analytic process function;
Described original sample point area code generation module, is processed by original sample point area code generation module, realizes original sample point area code systematic function;
Described crude sampling locus of points screen capture module, is processed by crude sampling locus of points screen capture module, realizes crude sampling locus of points sectional drawing function.
Described isochronous surface statistics and report generation platform, comprise index date region section statistical module, voice KPI date region section statistical module, data KPI date region section statistical module, problem points date region section statistical module, homepage KPI by file date region section statistical module;
Described index date region section statistical module, with time and two, region dimension, section statistics is carried out to data, lay the foundation for big data quantity efficiently processes, in parallel through parameter index daily sheet generation module, parameter index weekly return generation module, parameter index first quarter moon report generation module, the parameter index moon form generation module, process, realize parameter index daily sheet systematic function, parameter index weekly return systematic function, parameter index first quarter moon report generation function, the parameter index moon form systematic function;
Described voice KPI date region section statistical module, each voice KIP index that telecommunications group examines is carried out respectively the section of time, region dimension, in parallel through speech business daily sheet generation module, speech business weekly return generation module, speech business first quarter moon report generation module, the speech business moon form generation module, process, realize speech business daily sheet systematic function, speech business weekly return systematic function, speech business first quarter moon report generation function, the parameter index moon form systematic function;
Described data KPI date region section statistical module, each data service KIP index that telecommunications group examines is carried out respectively the section of time, region dimension, in parallel through data service daily sheet generation module, data service weekly return generation module, data service first quarter moon report generation module, the data service moon form generation module, process, realize data service daily sheet systematic function, data service weekly return systematic function, data service first quarter moon report generation function, the data service moon form systematic function;
Described problem points date region section statistical module, by communication event as the communication event such as call drop, single-pass carries out the section of time, region dimension, in parallel through problem points daily sheet generation module, problem points weekly return generation module, problem points first quarter moon report generation module, the problem points moon form generation module, process, problem of implementation point daily sheet systematic function, problem points weekly return systematic function, problem points first quarter moon report generation function, the problem points moon form systematic function;
Described homepage KPI presses file date region section statistical module, is processed by file date region section statistical module by homepage KPI, realizes homepage KPI by file date region section statistical function.
Described BS analytical applications and CS analytical applications platform, comprise BS analytical applications platform, CS analytical applications platform;
Described BS analytical applications platform, develop statistics homepage display module, KPI across comparison module, KPI historical trend module, Report downloading administration module, test data file administration module, network element basic data management module, problem points administration module, user management module, authority management module, achieve statistics homepage display function, KPI across comparison function, KPI historical trend function, Report downloading management function, test data file management function, network element basic data management function, problem points management function, subscriber management function, rights management function,
Described CS analytical applications platform development browsing file download module, data file playback module, problem points playback module, pilot pollution analysis module, weak covering analyzing module, network element data administration module, achieve browsing file download function, data file playback function, pilot pollution analytic function, network element data management function.
Beneficial effect:
As shown from the above technical solution, the invention has the beneficial effects as follows that there is ageing, managerial, operability, accuracy.
(1) ageing: after wireless test data upload, management level and each attendant can obtain current up-to-date wireless test data and report synchronously, simultaneously.Mainly come from and directly resolve warehouse-in, all analytic statistics are all carry out based on database, and treatment effeciency and real-time reach unified.
(2) managerial: management level can be understood at any time and and guide the wireless test of each branch company and the working condition of network optimization, wireless test data are managed concentratedly, management level are carried out performance review according to wireless test data and are avoided the impact of human factor on appraisal, improve management efficiency.
(3) operability: network condition graphically presents, problem points is very clear.Whole network data, the historical data of magnanimity carry out graphical representation in conjunction with GIS and all kinds of icon instrument, improve degree directly perceived, are convenient to customer problem location and investigation.Utilize the data source format that telecommunications group is unified, carry out analyzing, showing.The compatible all vendor equipment of being shortlisted for of telecommunications group at present.Avoid corresponding a set of corresponding testing software of current each Brang Test manufacturer, be not easy to data sharing, data analysis.
(4) accuracy: eliminate human factor, wireless test data directly reflect network presence, the irrational wireless test data of Timeliness coverage.Data are directly put in storage, and all analyses are shown based on database data, avoid the situation of artificial amendment report to occur.
Accompanying drawing explanation
Fig. 1 is a kind of cdma wireless test data management platform block diagram based on Internet of Things of the present invention.
Embodiment
Below in conjunction with the drawings and specific embodiments, the present invention is described in detail:
Fig. 1 is a kind of cdma wireless test data management platform block diagram based on Internet of Things of the present invention, as shown in Figure 1, based on a cdma wireless test data management platform for Internet of Things, comprise raw data acquisition processing platform, single LOG statistical analysis pre-conditioning stage, isochronous surface statistics and report generation platform, BS analytical applications and CS analytical applications display platform.By raw data acquisition processing platform, single FLOG statistical analysis pre-conditioning stage, isochronous surface statistics and report generation platform, a kind of cdma wireless test data management platform based on Internet of Things that BS analytical applications and CS analytical applications display platform are formed, mainly utilize broadband and the 3G network of China Telecom, by the whole province's automatic road measuring, CQT tests, the wireless test data upload that the modes such as manual testing gather is to cdma wireless test data management platform, achieve the unified monitoring to China Telecom's wireless test data, united analysis, unified storage and unified management, define collection network optimization data test orderly management, network optimization test data uniform formatization is managed concentratedly, network optimization test data combines with generalized information system, the cdma wireless test data management platform of the intelligent analysis of the extra large quantisation depthization special topicization simulation expert of data.Enforcement of the present invention, efficiently solves network optimization personnel unable to do what one wishes for the fractional analysis of craft loaded down with trivial details in a large number statistics drawn game quality award from the ministry, is difficult to gather wireless test data comprehensively; Wireless test data scatter, multi-vendor data format are various, cannot carry out united analysis; Wireless test data bulk is large, and data user rate is low, and cannot be formed and make a concerted effort, become one by one " data silo ", decision-making level is difficult to manage magnanimity wireless test data; Test report checking difficulty, feedback cycle is long, the drawback directly cannot verified wireless test data, for China Telecom provide one completely newly, the monitoring management of wireless test data analysis intuitively platform;
Described raw data acquisition processing platform, the wireless test data that all kinds of radio test method is produced, collect in the cdma wireless test data management platform based on Internet of Things, and carry out the operations such as data decode, data cleansing, data check, thus reach consistency, the availability of data;
Described single FLOG statistical analysis pre-conditioning stage, system, to the FLOG file of each warehouse-in, is carried out precalculating early stage, processing according to the predefined all kinds of index of system, is formed this FLOG summary data, show for post analysis, thus improve overall system treatment efficiency;
Described isochronous surface statistics and report generation platform, to the FLOG after warehouse-in, according to multiple dimensions such as time, region and scenes, data are cut into slices, form section result data, and according to section result and single FLOG statistical analysis pre-processed results, carry out the preparation of form desired data, extraction work;
Described BS analytical applications and CS analytical applications display platform, system is by BS and CS two kinds of analytical applications exhibition methods, to original enter database data, section result data and single FLOG statistical analysis pre-processed results data, carry out the operations such as all kinds of calculating, process, modeling, form KPI across comparison function, KPI historical trend function, problem points playback module, pilot pollution analysis module, weak covering analyzing module etc.
In the present embodiment, described raw data acquisition processing platform, raw data acquisition tests collection by various places manual testing collection, the automatic test data in various places, CQT and mobile phone terminal tests collection by FTP automatic acquisition and the acquisition of intersystem interface method of calling, gathers and obtains magnanimity wireless test data; The artificial wireless test data of the magnanimity gathered by various places manual testing, obtain magnanimity manual testing initial data by uploading; Automatic test data is by the automatic test data of FTP automatic acquisition magnanimity; CQT test gathers and mobile phone terminal test collection is called by intersystem interface, the automatic test data of magnanimity of automatic acquisition; Magnanimity manual testing initial data and the automatic test data of magnanimity convert magnanimity internal unity form FLOG data to respectively by putting pre-processing module in storage, the FLOG data of magnanimity consolidation form are carried out process and are realized batch by being stored into library module in batches and store warehouse-in, batch stores the FLOG data of the magnanimity consolidation form of warehouse-in again by command decode module, parameter decoding module, data cleansing module, process, realize the function generating various raw data table.
Described single FLOG statistical analysis pre-conditioning stage, comprises single FLOG conventional index statistical module, parameter trajectory sectional drawing generation module, event problem points generation module, voice calling and called event matches module, data service event matches module, voice/data coverage rate former sampled point table generation module, accurate pilot pollution point table generation module, original sample point area code generation module, crude sampling locus of points screen capture module;
Described single FLOG conventional index statistical module, parameter trajectory sectional drawing generation module, successively by single LOG index grid statistical module, single FLOG parameter trajectory form DOC generation module, the DOC form realizing showing containing PNG figure presents function;
Described event problem points generation module, respectively by problem points section file generating module, problem points sectional drawing file generating module, then by single FLOG problem points report file generation module, process, realize FLOG section file function, problem points form details DOC form represents function, and problem points form inventory XLS form represents function;
Described voice calling and called event matches module, to be conversed matching module by single mode successively, single FLOG message accounting statement analysis module, and single FLOG speech business form XLS generation module, processes, realize speech business XLS format message table function;
Described data service event matches module, successively by single FLOG data service statistical report form analysis module, single FLOG data service XLS form form generation module, processes, realizes data service XLS format message table function;
Described voice/data coverage rate former sampled point table generation module, respectively by voice/data traffic coverage rate statistical analysis module, coverage rate screen capture module, processes, and realizes voice/data traffic coverage rate function of statistic analysis, coverage rate sectional drawing function;
Described accurate pilot pollution point table generation module, successively by pilot pollution former sampled point table generation module, pilot pollution point result table generation module, pilot pollution extract and analytic process module, process, realize pilot pollution former sampled point table systematic function, pilot pollution point result table systematic function, pilot pollution extracts and analytic process function;
Described original sample point area code generation module, is processed by original sample point area code generation module, realizes original sample point area code systematic function;
Described crude sampling locus of points screen capture module, is processed by crude sampling locus of points screen capture module, realizes crude sampling locus of points sectional drawing function.
Described isochronous surface statistics and report generation platform, comprise index date region section statistical module, voice KPI date region section statistical module, data KPI date region section statistical module, problem points date region section statistical module, homepage KPI by file date region section statistical module;
Described index date region section statistical module, with time and two, region dimension, section statistics is carried out to data, lay the foundation for big data quantity efficiently processes, in parallel through parameter index daily sheet generation module, parameter index weekly return generation module, parameter index first quarter moon report generation module, the parameter index moon form generation module, process, realize parameter index daily sheet systematic function, parameter index weekly return systematic function, parameter index first quarter moon report generation function, the parameter index moon form systematic function;
Described voice KPI date region section statistical module, each voice KIP index that telecommunications group examines is carried out respectively the section of time, region dimension, in parallel through speech business daily sheet generation module, speech business weekly return generation module, speech business first quarter moon report generation module, the speech business moon form generation module, process, realize speech business daily sheet systematic function, speech business weekly return systematic function, speech business first quarter moon report generation function, the parameter index moon form systematic function;
Described data KPI date region section statistical module, each data service KIP index that telecommunications group examines is carried out respectively the section of time, region dimension, in parallel through data service daily sheet generation module, data service weekly return generation module, data service first quarter moon report generation module, the data service moon form generation module, process, realize data service daily sheet systematic function, data service weekly return systematic function, data service first quarter moon report generation function, the data service moon form systematic function;
Described problem points date region section statistical module, by communication event as the communication event such as call drop, single-pass carries out the section of time, region dimension, in parallel through problem points daily sheet generation module, problem points weekly return generation module, problem points first quarter moon report generation module, the problem points moon form generation module, process, problem of implementation point daily sheet systematic function, problem points weekly return systematic function, problem points first quarter moon report generation function, the problem points moon form systematic function;
Described homepage KPI presses file date region section statistical module, is processed by file date region section statistical module by homepage KPI, realizes homepage KPI by file date region section statistical function.
Described BS analytical applications and CS analytical applications platform, comprise BS analytical applications platform, CS analytical applications platform;
Described BS analytical applications platform, develop statistics homepage display module, KPI across comparison module, KPI historical trend module, Report downloading administration module, test data file administration module, network element basic data management module, problem points administration module, user management module, authority management module, achieve statistics homepage display function, KPI across comparison function, KPI historical trend function, Report downloading management function, test data file management function, network element basic data management function, problem points management function, subscriber management function, rights management function,
Described CS analytical applications platform development browsing file download module, data file playback module, problem points playback module, pilot pollution analysis module, weak covering analyzing module, network element data administration module, achieve browsing file download function, data file playback function, pilot pollution analytic function, network element data management function.
The wireless test data that all kinds of radio test method gathers by the present invention are by raw data acquisition processing platform, single FLOG statistical analysis pre-conditioning stage, isochronous surface statistics and report generation platform, BS analytical applications and CS analytical applications display platform, after processing, realize following Core Feature:
(1) the wireless test data upload gathered by methods such as the whole province's telecommunications automatic road measuring, CQT test, manual testings is to economizing wireless test data management platform, and special inside consolidation form FLOG data before again processing generation warehouse-in after converting group's consolidation form data file to;
(2) CDMA/EVDO layer 3 signaling in initial data is resolved, the integrality of automatic Verification data and accuracy, before initial data warehouse-in, the Time and place data of initial data are resolved and interpolation processing;
(3) database schema of test data mass memory and distributed treatment is realized, the high speed realizing mass data enters library facility, and realize resolving completely original test data after warehouse-in completes, realized storage and the high speed processing of magnanimity original test data by data warehouse technology;
(4) realize that network element basic data (containing neighbor data) imports and exports, additions and deletions change look into, history mirror image and change tracking function;
(5) the various statistical functions of CDMA speaking test data by group KPI index are realized;
(6) the index tabulate statistics function of the whole province, prefectures and cities, counties and districts' level three levels is realized;
(7) realize temporally with the statistical function of the various KPI indexs of Spatial Dimension, comprise same region historical trending analysis, with time period prefecture-level (or counties and districts' level) index across comparison analytic function;
(8) realize the CDMA FAQs point automatic analysis such as (converse unsuccessfully, call drop, handoff failure, PPP connection failure, PPP go offline, FTP connection failure, FTP go offline, weak covering), generation, section, sectional drawing, GIS layer generate, reason searches the multiple automatic processing capacity such as analysis, the comparative analysis of periphery historical data automatically;
(9) the test data rasterizing processing capacity by group's standard is realized;
(10) implementation platform core is in the face of the standard data interface function of the multiple application such as upper strata statistics application, analytical applications, management application;
(11) realize storage, the filing of original consolidation form data file, retrieve, browse, analyze, back up, recover, download, the multiple management function such as statistics.
The foregoing is only preferred embodiment of the present invention, be not used for limiting practical range of the present invention.Every content according to the present patent application the scope of the claims is done any trickle amendment, equivalence change and is modified, and all belongs in the scope of protection of present invention.Application claims protection range is defined by appending claims and equivalent thereof.
Claims (5)
1. the cdma wireless test data management platform based on Internet of Things, it is characterized in that, a kind of cdma wireless test data management platform based on Internet of Things comprises raw data acquisition processing platform, single FLOG statistical analysis pre-conditioning stage, isochronous surface statistics and report generation platform, BS analytical applications and CS analytical applications display platform;
Described raw data acquisition processing platform, the wireless test data that all kinds of radio test method is produced, collect in the cdma wireless test data management platform based on Internet of Things, and carry out the operations such as data decode, data cleansing, data check, thus reach consistency, the availability of data;
Described single FLOG statistical analysis pre-conditioning stage, system, to the FLOG file of each warehouse-in, is carried out precalculating early stage, processing according to the predefined all kinds of index of system, is formed this FLOG summary data, show for post analysis, thus improve overall system treatment efficiency;
Described isochronous surface statistics and report generation platform, to the FLOG after warehouse-in, according to multiple dimensions such as time, region and scenes, data are cut into slices, form section result data, and according to section result and single FLOG statistical analysis pre-processed results, carry out the preparation of form desired data, extraction work;
Described BS analytical applications and CS analytical applications display platform, system is by BS and CS two kinds of analytical applications exhibition methods, to original enter database data, section result data and single FLOG statistical analysis pre-processed results data, carry out the operations such as all kinds of calculating, process, modeling, form KPI across comparison function, KPI historical trend function, problem points playback module, pilot pollution analysis module, weak covering analyzing module etc.
2. the cdma wireless test data management platform based on Internet of Things according to claims 1, it is characterized in that: described raw data acquisition processing platform, raw data acquisition tests collection by various places manual testing collection, the automatic test data in various places, CQT and mobile phone terminal tests collection by FTP automatic acquisition and the acquisition of intersystem interface method of calling, gathers and obtains magnanimity wireless test data; The magnanimity manual testing data gathered by various places manual testing, obtain magnanimity manual testing initial data by uploading; Automatic test data is by the automatic test data of magnanimity of FTP automatic acquisition; CQT test gathers and mobile phone terminal test collection is called by intersystem interface, the automatic test data of magnanimity of automatic acquisition; Magnanimity manual testing initial data and the automatic test data of magnanimity convert magnanimity internal unity form FLOG data to respectively by putting pre-processing module in storage, the FLOG data of magnanimity consolidation form are carried out process and are realized batch by being stored into library module in batches and store warehouse-in, batch stores the FLOG data of the magnanimity consolidation form of warehouse-in again by command decode module, parameter decoding module, data cleansing module, process, realize the function generating various raw data table.
3. the cdma wireless test data management platform based on Internet of Things according to claims 1, it is characterized in that: described single FLOG statistical analysis pre-conditioning stage, comprise single FLOG conventional index statistical module, parameter trajectory sectional drawing generation module, event problem points generation module, voice calling and called event matches module, data service event matches module, voice/data coverage rate former sampled point table generation module, accurate pilot pollution point table generation module, original sample point area code generation module, crude sampling locus of points screen capture module;
Described single FLOG conventional index statistical module, parameter trajectory sectional drawing generation module, successively by single LOG index grid statistical module, single FLOG parameter trajectory form DOC generation module, the DOC form realizing showing containing PNG figure presents function;
Described event problem points generation module, respectively by problem points section file generating module, problem points sectional drawing file generating module, then by single FLOG problem points report file generation module, process, realize FLOG section file function, problem points form details DOC form represents function, and problem points form inventory XLS form represents function;
Described voice calling and called event matches module, to be conversed matching module by single mode successively, single FLOG message accounting statement analysis module, and single FLOG speech business form XLS generation module, processes, realize speech business XLS format message table function;
Described data service event matches module, successively by single FLOG data service statistical report form analysis module, single FLOG data service XLS form form generation module, processes, realizes data service XLS format message table function;
Described voice/data coverage rate former sampled point table generation module, respectively by voice/data traffic coverage rate statistical analysis module, coverage rate screen capture module, processes, and realizes voice/data traffic coverage rate function of statistic analysis, coverage rate sectional drawing function;
Described accurate pilot pollution point table generation module, successively by pilot pollution former sampled point table generation module, pilot pollution point result table generation module, pilot pollution extract and analytic process module, process, realize pilot pollution former sampled point table systematic function, pilot pollution point result table systematic function, pilot pollution extracts and analytic process function;
Described original sample point area code generation module, is processed by original sample point area code generation module, realizes original sample point area code systematic function;
Described crude sampling locus of points screen capture module, is processed by crude sampling locus of points screen capture module, realizes crude sampling locus of points sectional drawing function.
4. the cdma wireless test data management platform based on Internet of Things according to claims 1, it is characterized in that: described isochronous surface statistics and report generation platform, comprise index date region section statistical module, voice KPI date region section statistical module, data KPI date region section statistical module, problem points date region section statistical module, homepage KPI by file date region section statistical module;
Described index date region section statistical module, with time and two, region dimension, section statistics is carried out to data, lay the foundation for big data quantity efficiently processes, in parallel through parameter index daily sheet generation module, parameter index weekly return generation module, parameter index first quarter moon report generation module, the parameter index moon form generation module, process, realize parameter index daily sheet systematic function, parameter index weekly return systematic function, parameter index first quarter moon report generation function, the parameter index moon form systematic function;
Described voice KPI date region section statistical module, each voice KIP index that telecommunications group examines is carried out respectively the section of time, region dimension, in parallel through speech business daily sheet generation module, speech business weekly return generation module, speech business first quarter moon report generation module, the speech business moon form generation module, process, realize speech business daily sheet systematic function, speech business weekly return systematic function, speech business first quarter moon report generation function, the parameter index moon form systematic function;
Described data KPI date region section statistical module, each data service KIP index that telecommunications group examines is carried out respectively the section of time, region dimension, in parallel through data service daily sheet generation module, data service weekly return generation module, data service first quarter moon report generation module, the data service moon form generation module, process, realize data service daily sheet systematic function, data service weekly return systematic function, data service first quarter moon report generation function, the data service moon form systematic function;
Described problem points date region section statistical module, by communication event as the communication event such as call drop, single-pass carries out the section of time, region dimension, in parallel through problem points daily sheet generation module, problem points weekly return generation module, problem points first quarter moon report generation module, the problem points moon form generation module, process, problem of implementation point daily sheet systematic function, problem points weekly return systematic function, problem points first quarter moon report generation function, the problem points moon form systematic function;
Described homepage KPI presses file date region section statistical module, is processed by file date region section statistical module by homepage KPI, realizes homepage KPI by file date region section statistical function.
5. the cdma wireless test data management platform based on Internet of Things according to claims 1, is characterized in that: described BS analytical applications and CS analytical applications platform, comprises BS analytical applications platform, CS analytical applications platform;
Described BS analytical applications platform, develop statistics homepage display module, KPI across comparison module, KPI historical trend module, Report downloading administration module, test data file administration module, network element basic data management module, problem points administration module, user management module, authority management module, achieve statistics homepage display function, KPI across comparison function, KPI historical trend function, Report downloading management function, test data file management function, network element basic data management function, problem points management function, subscriber management function, rights management function,
Described CS analytical applications platform development browsing file download module, data file playback module, problem points playback module, pilot pollution analysis module, weak covering analyzing module, network element data administration module, achieve browsing file download function, data file playback function, pilot pollution analytic function, network element data management function.
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