CN105391573B - User based on intelligent terminal perceives monitoring analysis system - Google Patents
User based on intelligent terminal perceives monitoring analysis system Download PDFInfo
- Publication number
- CN105391573B CN105391573B CN201510679880.4A CN201510679880A CN105391573B CN 105391573 B CN105391573 B CN 105391573B CN 201510679880 A CN201510679880 A CN 201510679880A CN 105391573 B CN105391573 B CN 105391573B
- Authority
- CN
- China
- Prior art keywords
- data
- module
- business
- terminal
- service
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/06—Management of faults, events, alarms or notifications
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Environmental & Geological Engineering (AREA)
- Telephonic Communication Services (AREA)
Abstract
The invention discloses a kind of data collecting system, analysis system and the monitoring analysis system including the data collecting system and analysis system based on intelligent terminal.The data collecting system is installed on terminal, and the data transmission of the business executive condition of operating system and acquisition terminal for monitoring terminal is to data server.Data analysis system includes data server and client, and client is for receiving operational order and showing chart.The present invention is directed to monitor perception situation of the user to mobile network, have the following advantages that:Judging event based on user behavior, a situation arises and records data, and analysis can be acquired to the network of various standards, adapts to various terminals；User's practical operation type of service can be distinguished, perceptibility of the energy effective monitoring user to mobile network, data foundation is provided to promote perceptibility, situation, which is opened, according to wireless environment residing for terminal and data service judges whether gathered data, the data volume of terminal acquisition can be reduced, the flow of user is not consumed.
Description
Technical field
The present invention relates to fields of communication technology, and in particular to a kind of data collecting system based on intelligent terminal, analysis system
System and the monitoring analysis system based on the data collecting system, analysis system.
Background technology
After the communication network development is completed and is put into effect, as mobile subscriber's quantity increases severely, performance index requirements are carried
It rises, needs constantly to optimize network.In addition, with Communications Market intensified competition, requirement of the users to network quality
Higher and higher, each operator needs constantly to optimize network, improves net remote channel, improves network service quality, carries
Rise user's perception.The common auxiliary tool of the network optimization includes webmastering software, drive test software etc., these tools are used for assisted extraction
Backstage index, or relief road test is carried out, can effectively ensure that KPI, (Key Performance Indication are closed
Key performance indicator) it is superior, but effectively supervision is lacked to the sense of reality of network for user.
Paper (the author of " intelligent terminal client perception monitors the research and development and application of system "：Dong Hui etc. is carried《Communication engineering
Technology and standardization》6th phase in 2012), disclose a kind of network client perception monitoring based on intelligent terminal of the prior art
System, the system can obtain the letters such as exceptional signaling, the Network status that user's using terminal carries out when business is abnormal situation
Breath handles abnormal problem for engineer and provides strong foundation, which includes Intellisense terminal and analysis of information collection service
Two parts of device, Intellisense terminal are contacted with analysis of information collection server by mobile communications network.Its workflow
Cheng Wei：(1) exceptional signaling is extracted and judged whether to Intellisense terminal by monitoring baseband chip of mobile terminal, once
The signaling that notes abnormalities then carries out data acquisition according to data analysis requirement and is temporarily stored into terminal.(2) Intellisense terminal judges industry
Whether business is busy, and when in the free time, by the PS of the mobile communications networks such as 2G/3G, (Packet Switch, packet switch are led to
It is often data service) data of storage are sent to analysis of information collection server by business.(3) information collection server receives intelligence
The data such as the exceptional signaling that energy perception terminal is sent analyze exception information.
There are the defects of following several respects for this scheme：
(1) user perceives situation and has no way of obtaining, and only the related datas such as signaling when record customer service exception, cannot record
User carry out business when number of success, the frequency of failure, speed of surfing the Internet situations such as, can not know practical sense of the user to network
Know.
(2) data, which upload, expends flow, and data upload is operated by PS business, expends customer flow.
(3) terminal space occupancy situation can not effective guarantee, it is larger to may result in data volume, the more memory of occupied terminal
The case where.
(4) terminal is costly, and intelligent terminal needs to monitor baseband chip signaling information, it is meant that needs to obtain terminal base
Information, is such as deployed to different terminals, then needs to obtain different base-band informations, thus costly.
Invention content
In view of the foregoing defects the prior art has, the problem to be solved in the present invention is to provide a kind of energy monitoring network visitor
Data collecting system, analysis system and the monitoring system based on data acquisition, analysis system of family perception, can really acquire
The user of terminal perceives.
In order to solve the above technical problems, the present invention provides a kind of data collecting system based on intelligent terminal, the number
It is installed on terminal according to acquisition system, the data transmission of the business executive condition of operating system and acquisition terminal for monitoring terminal
To data server.
Preferably, the data collecting system includes：Data service statistical module detects and records the data industry of terminal
Business situation；
Speech business statistical module detects and records the speech business situation of terminal；
Data compressing module, the original record number that the data service statistical module and speech business statistical module are obtained
According to carry out compress and compressed data are sent to memory module；
Main memory module is stored from the data compressing module received data；
Main transmission module extracts data from the main memory module and is transmitted to the data server.
Preferably, the data collecting system based on intelligent terminal, further includes：
Monitor starting module, the network insertion situation of monitor terminal, when terminal is not under wifi network, and in mobile logical
Turn-on data business statistics module when communication network and data service opening, other situations close data service statistical module；
Judging module is transmitted, the network insertion situation of the terminal is judged according to the monitoring starting module, at terminal
The main transmission module is notified to carry out data transmission when wifi network.
Preferably, the data collecting system based on intelligent terminal further includes：
Data scrubbing decision device monitors whether to need to carry out null clear operation to the data of the main memory module, works as satisfaction
A period of time of the following conditions sends clearance order to data scrubbing module：1) timer is then；2) number in the main memory module
Reach removing thresholding according to size；3) detect that data server described in warp-wise has transmitted the data in the main memory module
At；
Data scrubbing module carries out the main memory module to empty behaviour after receiving the clearance order of data scrubbing decision device
Make.
Preferably, the data service statistical module therein includes following submodule：
(1) data service operation information acquisition module obtains number of terminals by each software service condition in detection terminal
According to service conditions；
(2) data traffic types judging module obtains terminal traffic service condition, and judges the classes of data traffic of the business
Type；
(3) business initiation number statistical module, the number of record traffic initiation are simultaneously sent to data service memory module；
(4) mobile network's successful connection decision device, whether movement network connection succeeds when adjudicating carry out business, if initiated
There is the generation of uplink and downlink flow to be calculated as mobile network's successful connection after business in the given time, record result is sent to mobile network
Network successful connection number statistical module；
(5) mobile network's successful connection number statistical module moves network connection number of success simultaneously when recording carry out business
Result is sent to the data service memory module；
(6) service ending decision device is calculated as terminating, finally to receive in the predetermined time without operation or business procedure closing
Time to data is the end time；
(7) business persistency timer initiates the time, from business by obtaining business from mobile network's successful connection decision device
Terminate decision device and obtain the service ending time, record result is sent to the data service memory module；
(8) flow statistical module records the flow of business, and is sent to the data service memory module；
(9) counting rate module, the rate of record traffic are simultaneously sent to the data service memory module；
(10) mobile network's connection failure decision device, adjudicates whether this business mobile network connection succeeds, if initiated
Supreme downlink data interaction is calculated as connection failure in the predetermined time after business, and record result is sent to mobile network's connection
Frequency of failure statistical module；
(11) mobile network's connection failure number statistical module records mobile network's connection failure number, and record is tied
Fruit is sent to the data service memory module；
(12) service disconnection decision device is then calculated as service disconnection in business progress more than predetermined time no data, and will note
Record result is sent to business and goes offline statistical module；
(13) business goes offline statistical module, record traffic number of dropped calls, and record result is sent to the data service
Memory module.
Preferably, mobile network's successful connection decision device merges into movement with mobile network's connection failure decision device
Network connection success or not decision device adjudicates mobile network's successful connection or failure；Mobile network's successful connection number counts
Module merges into mobile network's success or not statistical module with mobile network's connection failure number statistical module；
If thering is the generation of uplink and downlink flow to be calculated as successful connection in the predetermined time after initiation business, if after initiation business
Predetermined time in the generation of supreme downlink traffic be calculated as connection failure, record result is sent to mobile network's successful connection respectively
Whether statistical module.
Preferably, institute's voice traffic statistical module of the data collecting system based on intelligent terminal include with
Lower submodule：
(1) speech business operation information acquisition module obtains terminal speech business feelings by detecting mobile phone service condition
Condition；
(2) business initiation number module, by obtaining data, number key+dial from speech business operation information acquisition module
Logical key has been calculated as exhaling primary when occurring；
(3) speech business fails judging module, after number key+put through key occurs, without ringback tone or turns in the given time
It broadcasts sound and is calculated as call failure, and result is sent to speech business failure statistical module；
(4) speech business statistical module is responsible for recording the speech business frequency of failure, and result is sent to the storage mould
Block.
The present invention also provides a kind of data analysis system based on intelligent terminal, including data server and client,
The data server includes following submodule：
(1) data receiver forwarding module receives the data uploaded from data collecting system and the number for going to data server
According to storage system；
(2) data-storage system, for storing data；
(3) command analysis module, parses the meaning of operational order, and is sent to demand data system；
(4) demand data system makes the data of needs according to the operational order combination index definition system received
Project, and result is sent to data retrieval module；
(5) index definition system, for defining each index meaning；
(6) data retrieval module retrieves target data according to the demand data received from data-storage system；
(7) target data retrieved is sent to ephemeral data memory module by data-storage system；
(8) computing system goes out index result simultaneously according to the data of ephemeral data memory module and index definition system-computed
It is sent to result and system is presented；
(9) system is presented in result, is as needed presented the index result in the form of chart etc., and be sent to the visitor
Family end；
Operational order is simultaneously sent to command analysis module by the client, operational order for receiving optimization personnel；
Show the chart transmitted by the result presentation system.
Preferably, the data analysis system based on intelligent terminal, further includes following submodule：
Timer, the temporal information of detection data storage system, when the data of storage are more than the setting time of timer,
It is sent to cleaner and removes notice；
Cleaner receives the removing notice of timer and the timeout datum in the storage system that clears data.
Meanwhile the user that the present invention also provides a kind of based on intelligent terminal perceives monitoring analysis system, including institute as above
Data collecting system of any one stated based on intelligent terminal and any one data based on intelligent terminal as described above
Analysis system, the data transmission of the data collecting system based on intelligent terminal to the data analysis based on intelligent terminal
System.
The present invention has the advantages that：(1) event is judged based on user behavior a situation arises and records data, it can be with
Distinguish user's practical operation type of service, can effective monitoring user perceptibility, for promoted perceptibility data foundation is provided.
(2) system can directly record the foreground index and customer service situation of terminal, once customer complaint thing occurs
Part can provide data needed for accident analysis to solve to complain, and quickly solve failure, effectively promote user satisfaction, and can be larger
Amplitude reduction drive test demand reduces manpower and materials input.
(4) situation can be opened according to wireless environment residing for terminal and data service and judges whether gathered data, can reduced
The data volume of terminal acquisition, and the flow of user is not consumed.
(5) judge event a situation arises to be monitored due to being directly based upon user behavior, which can be to various standards
Network be acquired analysis, be suitable for various terminals.
(6) system can be to the data of terminal storage according to the regular store and clear of setting, and the storage for reducing terminal is negative
Load.
Description of the drawings
Fig. 1 is the structure diagram of the data collecting system based on intelligent terminal of the embodiment of the present invention；
Fig. 2 is the structure diagram of the data service statistical module of the data collecting system of the present embodiment；
Fig. 3 is the structure diagram of the speech business statistical module of the data collecting system of the present embodiment；
Fig. 4 is the structure diagram of the data cleaner of the data collecting system of the present embodiment；
Fig. 5 is the structure diagram of the data analysis system based on intelligent terminal of the embodiment of the present invention.
Fig. 6 is the structure diagram of the monitoring analysis system based on intelligent terminal of the embodiment of the present invention.
Specific implementation mode
Present invention is further described in detail in the following with reference to the drawings and specific embodiments, but not as the limit to the present invention
It is fixed.
The present invention is directed to the monitoring analysis system perceived by analog subscriber to the index on foreground and customer service situation into
Row is collected, and carries out intellectual analysis by data server, is realized the acquisition to foreground index, is extracted, summarizes, intellectual analysis work(
Energy.The monitoring analysis system is integrally divided into two parts of data collecting system and data analysis system.
Data collecting system is installed on user terminal, and the terminal is that having including mobile phone, tablet computer etc. is led to
The intelligent terminal of telecommunication function, the present embodiment are then illustrated by taking smart mobile phone as an example.Data collecting system is responsible for collection terminal pair
It connects number, voice number of dropped calls, data traffic types and rate, data service in the service condition of network, including voice and connects
Logical number, data service number of dropped calls, sensory experience of user etc..These indexs will report to data clothes according to certain principle
Business device.
Data service analysis system is divided into two parts of data server and client, and data server is responsible for summarizing storage
The data that the data collecting system reports, and data analysis is carried out according to user's demand.Client is mutual with data server
Connection, client are installed on PC machine, and engineer can be logged in data server by client and carry out various data queries, and to number
The order of query analysis is sent according to server, the analysis result of data server is shown by above-mentioned client.
It includes the data acquisition based on intelligent terminal that the user based on intelligent terminal of the present invention, which perceives monitoring analysis system,
System and data analysis system.Wherein, the structure for the data collecting system that Fig. 1 is shown in which.
Data collecting system is installed on user terminal, can pass through the detection to client terminal system, the industry of acquisition terminal
Business executive condition, including various functions module composition, the acquisition and monitoring principle to indicator terminal are as follows：
(1), monitoring starting module is monitored the access network condition of terminal, be not under wifi network when terminal and
Under mobile communications network, and when data service open mode, then sends " start " instruction and count mould to data service
Block, turn-on data business statistics module send " stop " instruction and count mould to data service when terminal is in wifi network
Block is turned off.The only ability turn-on data business statistics module when needing monitoring data business in this way, can reduce data service
The data volume that statistical module is acquired reduces transimission and storage burden.
(2), data service statistical module receive monitoring starting module " start " instruction start to detect and record terminal
Data service requirement.
The record data of data service requirement include following information：1) data traffic types, including " Streaming ",
Web, Email, File Transfer, Game, IM etc.；2) business initiation number；3) number of success；4) frequency of failure；5) it goes offline
Number；6) the business duration；7) service rate；8) flow；9) cell ID；10) (international mobile device recognizes terminal IMEI
Code)；11) terminal type；12) wireless standard, these initial data will periodically be transferred to data compressing module.
(3), speech business statistical module monitors and records the speech business service condition of terminal in real time.Recorded data
Including following information:1) business initiation number, 2) mobile network's successful connection number, 3) cell ID, 4) terminal IMEI, 5) terminal
Type, these data will periodically be transferred to data compressing module.
(4), data compressing module compresses the original recorded data of the data and speech business that receive, and will pressure
Data after contracting are sent to main memory module；
(5), main memory module is for storing the data that the slave data compressing module received is sent；
(6), data scrubbing decision device is responsible for monitoring whether to need to carry out null clear operation to the data of main memory module, when full
Clearance order is sent to data scrubbing module when foot cleaning condition.Clearance order will be sent when meeting the following conditions for the moment：1)
Timer is then；2) size of data reaches removing thresholding in main memory module；3) detect data in main memory module
It transmits and completes to database.
(7), data scrubbing module carries out main memory module to empty behaviour after receiving the clearance order of data scrubbing decision device
Make.
(8), transmission judging module is responsible for deciding whether to execute the operation for sending data to data server, is opened from monitoring
Dynamic model block acquires information to judge the network environment residing for terminal, when terminal is in wifi network, then initiates " transfer "
To transmission module, notification transmission module carries out data transmission for instruction.
(9), after main transmission module receives " transfer " instruction, data are extracted from main memory module, and by data with ftp
Mode is transmitted to data server.
As shown in Fig. 2, preferably, the data service statistical module in the present embodiment includes following submodule：
(1), data service operation information acquisition module uses feelings by each software in detection terminal (such as mobile phone)
Condition obtains terminal data service conditions；
(2), data traffic types judging module judges the data of the business according to acquired terminal traffic service condition
Type of service,
Wherein data service is distinguished according to following several types：
The video/audios business such as Streaming, such as youku.com, KuGoo,
Web, browser data business,
Email, electronic mail service,
IM, QQ, the instant messaging services such as wechat,
Game, game on line,
File Transfer, file transmission；
(3), business initiation number statistical module, the number of record traffic initiation are simultaneously sent to data service memory module；
(4), mobile network's successful connection decision device moves whether network connection succeeds when adjudicating this business, if hair
(such as 15s) has the generation of uplink and downlink flow to be then calculated as mobile network's successful connection in predetermined time after the business of rising, and record is tied
Fruit is sent to mobile network's successful connection number statistical module, and the length of the predetermined time can be set according to actual conditions；
(5), mobile network's successful connection number statistical module records mobile network's successful connection number and sends result
To data service memory module；
(6), service ending decision device, in the predetermined time, no operation or business procedure closing are then calculated as terminating, with last
The time for receiving data is the end time, and the value of the predetermined time can be set according to the actual conditions of type of service；
(7), business persistency timer is initiated the time, working by obtaining business from mobile network's successful connection decision device
Business terminates decision device and obtains the service ending time, to calculate the business duration, record result is sent to data service and is deposited
Store up module；
(8), flow statistical module records the flow of certain business, and is sent to data service memory module；
(9), counting rate module, the rate of record traffic are simultaneously sent to data service memory module；
(10), mobile network's connection failure decision device moves whether network connection succeeds when adjudicating certain business, if hair
(such as 15s) supreme downlink traffic generates in the predetermined time after the business of rising, then is calculated as initiating failure, and record result is sent to shifting
Dynamic network connection failure number statistical module；
(11), mobile network's connection failure number statistical module records mobile network's connection failure number, and record is tied
Fruit is sent to data service memory module；
(12), service disconnection decision device is more than that predetermined time (such as 30s) no data is then calculated as in business in business progress
It is disconnected, and record result is sent to business and is gone offline statistical module, similarly, the length of the predetermined time also can be according to actual conditions
It is adjusted；
(13), business goes offline statistical module, record traffic number of dropped calls, and record result is sent to data service storage
Module；
(14), timer, clocking capability；
(15), data service data transmission module monitors timing from timer, at regular intervals, (such as 15 minutes,
Can be set according to actual conditions) initial data is extracted from data service memory module and is sent to data compression mould
Block；
(16), whether data cleaner, detection data data traffic transmission module complete data transmission, when detecting data
Then the initial data in data service memory module is emptied when being transmitted.
As an alternative, wherein mobile network's successful connection decision device is sentenced with mobile network's connection failure
Decision device whether certainly device merges into mobile network's successful connection adjudicates this mobile network's successful connection or failure；Mobile network
Network successful connection number statistical module and mobile network's connection failure number statistical module merge into mobile network's successful connection with
No statistical module；If there is the generation of uplink and downlink flow to be calculated as successful connection in the predetermined time after initiation business, if initiating industry
Supreme downlink traffic generation is calculated as connection failure in the predetermined time after business, and record result, which is sent to mobile network, respectively connects into
Statistical module whether work(.
Alternatively alternative solution, timer therein can merge with data transmission module, are set as timing and send
Data.
As shown in figure 3, preferably, the speech business statistical module in the present embodiment includes following submodule：
(1) speech business operation information acquisition module, by detection terminal, (such as mobile phone, band is by mobile communication function
Tablet computer etc.) service condition, obtain terminal speech service conditions.
(2) business initiation number module is sent by obtaining Data Concurrent from speech business operation information acquisition module to language
Sound business memory module, number key+put through key have been calculated as exhaling once when occurring.
(3) speech business fails judging module, and after number key+put through key occurs, (such as 7s) is without returning in the given time
The tinkle of bells or relay sound are calculated as call failure, and result is sent to speech business failure statistical module.
(4) speech business statistical module is responsible for recording the speech business frequency of failure, and result is sent to the voice industry
Business memory module.
(5) timer, clocking capability.
(6) Voice traffic data transmission module monitors timing from timer, per (such as 15 minutes) at regular intervals from
Initial data is extracted in institute's voice traffic memory module and is sent to data compressing module；
(7) data cleaner, detects whether the Voice traffic data transmission module completes data transmission, when detecting number
When according to being transmitted, then the initial data in institute's voice traffic memory module is emptied.
There is data cleaner in above-mentioned data service statistical module and speech business statistical module, it both can be in data
Data cleaner is respectively set in business statistics module and speech business statistical module, it is clear that a shared data can also be set
Manage device.Alternatively alternative solution, wherein timer can merge with data transmission module, be set as timing transmission data.
In addition, data service statistical module and speech business statistical module can be respectively set timer, memory module and
Data transmission module, data service statistical module and speech business statistical module can also share timer, memory module sum number
According to transmission module.
As shown in figure 4, data cleaner includes three submodules for monitoring：Timer, storage monitoring module sum number
According to transmitting, monitoring module and a cleaning sending module, wherein data scrubbing judging module is mainly adjudicated in main memory module
Whether the data of storage, which need, empties, and main operational principle is supervised according to timer, primary storage monitoring module and data transmission
The monitoring situation transmission data cleaning order of control.Understand being monitored, clearly for main memory module for data cleaner in conjunction with Fig. 4
The course of work of reason.
(1) timer, timer monitor the information of the main memory module, start timing when new data generate, and count
When the period can set, be defaulted as 30 days, when reaching 30 days time-count cycle, notice cleaning sending module transmission data cleaning life
It enables, this certain instant period can be according to actually being set.
(2) monitoring module is stored, for checking the size of data in main memory module, when data reach a certain size
When (such as 5M), storage monitoring module notice cleaning sending module transmission data cleaning order.
(3) monitoring data transmission module, monitoring data transmission module monitors transmission module information, when detecting main transmission mould
Block completes notice cleaning sending module transmission data cleaning order when data transmission.
(4) sending module is cleared up, it is logical to receive the cleaning that timer, storage monitoring module, monitoring data transmission module are sent
Know, and sends cleaning order to data scrubbing module.
Alternatively alternative solution, data scrubbing module therein can merge with data scrubbing decision device.
By the description of the above-mentioned course of work as can be seen that the data collecting system based on intelligent terminal of the present embodiment has
Have the advantages that following aspects：
(1) event is judged based on user behavior a situation arises and records data, user's practical operation service class can be distinguished
Type, can effective monitoring user perceptibility, for promoted perceptibility data foundation is provided.
(2) the foreground index and customer service situation of terminal can be directly recorded, once customer complaint event occurs can
Data needed for accident analysis are provided to solve to complain, failure is quickly solved, effectively promotes user satisfaction, and can drop by a relatively large margin
Low path surveys demand, reduces manpower and materials input.
(4) situation can be opened according to wireless environment residing for terminal and data service and judges whether gathered data, can reduced
The data volume of terminal acquisition, and the flow of user is not consumed.
(5) judge event a situation arises to be monitored due to being directly based upon user behavior, which can be to various standards
Network be acquired analysis, the foreground index of 2G/3G/4G can be acquired, to for collaboration optimize reference number is provided
According to, and it is suitable for various terminals.
(6) system can carry out store and clear to the data of terminal storage according to setting rule, reduce depositing for terminal
Storage burden.
The data analysis system based on intelligent terminal of the embodiment of the present invention, including data service are understood incorporated by reference to Fig. 5
Device and client, the client and data server interconnect, the operational order for receiving optimization personnel, and by operational order
It is sent to the command analysis module of data server；And the figure transmitted by the result presentation system on display data server
Table.
The data server includes following submodule：
(1) data receiver forwarding module receives the data uploaded from data collecting system and the number for going to data server
According to storage system；
(2) data-storage system, for storing data；
(3) command analysis module, parses the meaning of operational order, and is sent to demand data system；
(4) demand data system makes the data of needs according to the operational order combination index definition system received
Project, and result is sent to data retrieval module；
(5) index definition system, for defining each index meaning：
(6) data retrieval module retrieves target data according to the demand data received from data-storage system；
(7) target data retrieved is sent to ephemeral data memory module by data-storage system；
(8) computing system goes out index result simultaneously according to the data of ephemeral data memory module and index definition system-computed
It is sent to result and system is presented；
(9) system is presented in result, is as needed presented the index result in the form of chart etc., and be sent to the visitor
Family end.
Preferably, the data analysis system based on intelligent terminal further includes following two submodules：
Timer, the temporal information that detection data storage system is stored, when the data of storage are more than the setting of timer
When the time, is sent to cleaner and remove notice；
Cleaner, the removing for receiving timer are notified and are purged to the timeout datum in data-storage system.
By the way that timer and cleaner is arranged, data can be periodically cleared up, the storage burden of data server can be mitigated.
The function of data analysis system of the present embodiment based on intelligent terminal is to receive and store above-mentioned data collecting system
The data of upload, and various indexs can be calculated as desired and be presented to optimization personnel, workflow is as follows：
(1) data receiver forwarding module connects the data of the data collecting system upload based on intelligent terminal from described and turns
To the data-storage system of data server；
(2) data-storage system, for storing data；
(3) timer, the storage time information of detection data storage system, when the data of storage are more than the time of timer
When limitation, is sent to cleaner and remove notice；
(4) cleaner receives the removing notice of timer and is purged to the timeout datum in data-storage system, fixed
When device period can be arranged according to actual conditions, be defaulted as three months；
(5) client receives the operational order of optimization personnel, and operational order is sent to command analysis module；
(6) command analysis module, parses the meaning of operational order, and is sent to demand data system；
(7) demand data system makes the data of needs according to the operational order combination index definition system received
Project, and result is sent to data retrieval module；
(8) index definition system, for defining each index meaning, the present embodiment is shown in Table 1 to the index definition of KPI, index
Definition system can be configured according to actual conditions：
Table 1-KPI index definitions
(9) data retrieval module retrieves the target data in data-storage system according to the demand data received；
(10) target data retrieved is sent to ephemeral data memory module by data-storage system；
(it is concurrent that 11 computing systems according to the data and index definition system-computed of ephemeral data memory module go out index result
It send to result and system is presented；
(13) result is presented system and is as needed presented index result in the form of excel, chart etc., and is sent to client
End；
(14) final result is presented in client, is presented to operating personnel.
Fig. 6 shows that the user based on intelligent terminal of one embodiment of the present of invention perceives the structure of monitoring analysis system
Block diagram.As shown in fig. 6, it includes the data acquisition as described above based on intelligent terminal that the user, which perceives monitoring analysis system,
System and the data analysis system based on intelligent terminal as described above can be based on user's perception and analyze, realize foreground
Index collection extracts, summarizes, intellectual analysis function.
Compared with the prior art described in background technology, the present invention also has the following advantages：The present invention is not to end
Just whether end group microarray strip is monitored, but is monitored to the application layer of terminal, judge business by user behavior situation
Often, terminal abnormal signaling data is not recorded but utilizes the information such as number of success, the frequency of failure of each business of counters count, it can
Adapt to all types of terminals.
The present invention is provided with data decision module, and data decision module judges can trigger data when terminal is in wifi network
Transport behavior is transmitted to specified data server by wifi network, can reduce to the flow consumption of user and expense.The present invention
It is additionally provided with data scrubbing module, terminal storage data are cleared up, the storage burden to user terminal can be reduced.
The initial data that the data collecting system that data server reception in the present invention is mounted in terminal is uploaded is simultaneously
It is converted into database format storage, foreground indicator-specific statistics can be carried out according to user demand, additionally it is possible to which baseline is perceived according to user
The perception situation of model intellectual analysis user data service.
Certainly, the above is the preferred embodiment of the present invention, it is noted that for the ordinary skill of the art
For personnel, various improvements and modifications may be made without departing from the principle of the present invention, these improvements and modifications
It is considered as protection scope of the present invention.
Claims (8)
1. the data collecting system based on intelligent terminal, which is characterized in that the data collecting system is installed on terminal, for supervising
The data transmission of the business executive condition of terminal operating system and acquisition terminal is surveyed to data server；
The data collecting system includes：
Data service statistical module detects and records the data service requirement of terminal；
Speech business statistical module detects and records the speech business situation of terminal；
Data compressing module, the original recorded data that the data service statistical module and speech business statistical module are obtained into
Row compresses and compressed data is sent to main memory module；
Main memory module is stored from the data compressing module received data；
Main transmission module extracts data from the main memory module and is transmitted to the data server；
The data service statistical module includes following submodule：
(1) data service operation information acquisition module obtains terminal data industry by each software service condition in detection terminal
Business situation；
(2) data traffic types judging module obtains terminal traffic service condition, and judges the data traffic types of the business；
(3) business initiation number statistical module, the number of record traffic initiation are simultaneously sent to data service memory module；
(4) mobile network's successful connection decision device, whether movement network connection succeeds when adjudicating carry out business, if the business of initiation
There is the generation of uplink and downlink flow to be calculated as mobile network's successful connection in the given time afterwards, record result, which is sent to mobile network, to be connected
Connect number of success statistical module；
(5) mobile network's successful connection number statistical module records mobile network's successful connection number and result is sent to institute
State data service memory module；
(6) service ending decision device is calculated as terminating, to finally receive number in the predetermined time without operation or business procedure closing
According to time be the end time；
(7) business persistency timer initiates the time, from service ending by obtaining business from mobile network's successful connection decision device
Decision device obtains the service ending time, and record result is sent to the data service memory module；
(8) flow statistical module records the flow of business, and is sent to the data service memory module；
(9) counting rate module, the rate of record traffic are simultaneously sent to the data service memory module；
(10) mobile network's connection failure decision device, adjudicates whether this business mobile network connection succeeds, if the business of initiation
Supreme downlink data interaction is calculated as mobile network's connection failure in the predetermined time afterwards, and record result is sent to mobile network
Connection failure number statistical module；
(11) mobile network's connection failure number statistical module records mobile network's connection failure number, and will record result hair
It send to the data service memory module；
(12) service disconnection decision device is then calculated as service disconnection more than predetermined time no data in business progress, and record is tied
Fruit is sent to business and goes offline statistical module；
(13) business goes offline statistical module, record traffic number of dropped calls, and record result is sent to the data service storage
Module.
2. the data collecting system according to claim 1 based on intelligent terminal, which is characterized in that further include：
Starting module is monitored, the network insertion situation of monitor terminal when terminal is not under wifi network, and is in mobile radio communication
Turn-on data business statistics module when network and data service opening, other situations close data service statistical module；
Judging module is transmitted, the network insertion situation of the terminal is judged according to the monitoring starting module, when terminal is in
The main transmission module is notified to carry out data transmission when wifi network.
3. the data collecting system according to claim 2 based on intelligent terminal, which is characterized in that further include：
Data scrubbing decision device monitors whether to need to carry out null clear operation to the data of the main memory module, following when meeting
A period of time of condition sends clearance order to data scrubbing module：1) timer is then；2) data in the main memory module are big
It is small to reach removing thresholding；3) detect that data server described in warp-wise is transmitted and completed for data in the main memory module；
Data scrubbing module carries out null clear operation after receiving the clearance order of data scrubbing decision device to the main memory module.
4. the data collecting system according to claim 1 based on intelligent terminal, which is characterized in that wherein, the movement
Decision device whether network connection success decision device merges into mobile network's successful connection with mobile network's connection failure decision device, sentences
Network connection success or failure are certainly moved when business；Mobile network's successful connection number statistical module connect mistake with mobile network
Lose statistical module whether number statistical module merges into mobile network's successful connection；
If thering is the generation of uplink and downlink flow to be calculated as successful connection in the predetermined time after initiation business, if pre- after initiation business
Interior supreme downlink traffic generation of fixing time is calculated as connection failure, and record result is sent to mobile network's successful connection respectively
Whether statistical module.
5. the data collecting system according to claim 1 based on intelligent terminal, which is characterized in that institute's voice traffic system
It includes following submodule to count module：
(1) speech business operation information acquisition module obtains terminal speech service conditions by detection terminal service condition；
(2) business initiation number module is sent by obtaining Data Concurrent from speech business operation information acquisition module to voice industry
It is engaged in memory module, number key+put through key has been calculated as exhaling once when occurring；
(3) speech business fails judging module, after number key+put through key occurs, in the given time without ringback tone or relay sound
It is calculated as call failure, and result is sent to speech business failure statistical module；
(4) speech business failure statistical module is responsible for recording the speech business frequency of failure, and result is sent to the voice industry
Business memory module.
6. a kind of data analysis system based on intelligent terminal, which is characterized in that including data server and client, the number
Include following submodule according to server：
(1) data receiver forwarding module, receives the data uploaded from data collecting system and the data for going to data server are deposited
Storage system；
(2) data-storage system, for storing data；
(3) command analysis module, parses the meaning of operational order, and is sent to demand data system；
(4) demand data system makes the item of the data of needs according to the operational order combination index definition system received
Mesh, and result is sent to data retrieval module；
(5) index definition system, for defining each index meaning；
(6) data retrieval module retrieves target data according to the demand data received from data-storage system；
(7) target data retrieved is sent to ephemeral data memory module by data-storage system；
(8) computing system goes out index result according to the data of ephemeral data memory module and index definition system-computed and sends
System is presented to result；
(9) system is presented in result, is as needed presented the index result in graphical form, and be sent to the client；
Operational order is simultaneously sent to command analysis module by the client, operational order for receiving optimization personnel；Display
Chart transmitted by the result presentation system.
7. the data analysis system based on intelligent terminal as claimed in claim 6, which is characterized in that further include following submodule
Block：
Timer, the temporal information of detection data storage system, when the data of storage are more than the setting time of timer, Xiang Qing
It manages device and sends removing notice；
Cleaner receives the removing notice of timer and the timeout datum in the storage system that clears data.
8. the user based on intelligent terminal perceives monitoring analysis system, which is characterized in that including any one of such as claim 1-4 institutes
The data collecting system based on intelligent terminal stated and the data analysis system based on intelligent terminal as claimed in claims 6 or 7
System, the data transmission of the data collecting system based on intelligent terminal to the data analysis system based on intelligent terminal.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510679880.4A CN105391573B (en) | 2015-10-19 | 2015-10-19 | User based on intelligent terminal perceives monitoring analysis system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510679880.4A CN105391573B (en) | 2015-10-19 | 2015-10-19 | User based on intelligent terminal perceives monitoring analysis system |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN105391573A CN105391573A (en) | 2016-03-09 |
| CN105391573B true CN105391573B (en) | 2018-08-03 |
Family
ID=55423425
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201510679880.4A Active CN105391573B (en) | 2015-10-19 | 2015-10-19 | User based on intelligent terminal perceives monitoring analysis system |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN105391573B (en) |
Families Citing this family (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107196812A (en) * | 2017-07-18 | 2017-09-22 | 浪潮天元通信信息系统有限公司 | A kind of method and device for the Intelligent treatment that VOLTE business is complained |
| CN108365968B (en) * | 2018-01-05 | 2021-09-03 | 广州猎游信息科技有限公司 | Data acquisition analysis control method, computer storage medium and terminal |
| CN110557269B (en) * | 2018-05-31 | 2022-09-06 | 阿里巴巴集团控股有限公司 | Service data processing method and system and data processing method |
| CN110048881A (en) * | 2019-03-20 | 2019-07-23 | 国家电网有限公司 | Information monitoring system, information monitoring method and device |
| CN110113777B (en) * | 2019-04-29 | 2022-03-01 | 深圳广熵科技有限公司 | Data acquisition method |
| CN110222083A (en) * | 2019-04-30 | 2019-09-10 | 北京云迹科技有限公司 | Collecting method and device for smart machine |
| CN112235060A (en) * | 2020-09-29 | 2021-01-15 | 石家庄市善理通益科技有限公司 | Abnormal behavior monitoring and collecting method applied to talkback terminal |
| CN113891272A (en) * | 2021-11-09 | 2022-01-04 | 中国联合网络通信集团有限公司 | Indoor wireless network quality evaluation system, method, device and storage medium |
| CN114070713A (en) * | 2021-12-04 | 2022-02-18 | 国网山西省电力公司电力科学研究院 | Intelligent Internet of things system Internet of things terminal communication network state monitoring system |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101521898A (en) * | 2009-01-07 | 2009-09-02 | 陕西三太科技实业有限公司 | Speech quality evaluation system of mobile communication network |
| CN102711141A (en) * | 2012-05-15 | 2012-10-03 | 上海交通大学无锡研究院 | Mobile network service quality distributed type collection method based on mobile terminal |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103385017B (en) * | 2011-02-15 | 2017-01-04 | 瑞典爱立信有限公司 | For minimizing the measurement of the service-centric of drive test |
-
2015
- 2015-10-19 CN CN201510679880.4A patent/CN105391573B/en active Active
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101521898A (en) * | 2009-01-07 | 2009-09-02 | 陕西三太科技实业有限公司 | Speech quality evaluation system of mobile communication network |
| CN102711141A (en) * | 2012-05-15 | 2012-10-03 | 上海交通大学无锡研究院 | Mobile network service quality distributed type collection method based on mobile terminal |
Also Published As
| Publication number | Publication date |
|---|---|
| CN105391573A (en) | 2016-03-09 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN105391573B (en) | User based on intelligent terminal perceives monitoring analysis system | |
| CN103220173B (en) | A kind of alarm monitoring method and supervisory control system | |
| CN105159816B (en) | A kind of method, mobile terminal and system reducing equipment power dissipation | |
| CN102075987B (en) | Method, system and network management monitoring server for obtaining abnormal information of message link | |
| CN104253704B (en) | A kind of methods, devices and systems of reporting terminal daily record | |
| CN101094427B (en) | System and method for collecting signaling message from whole network | |
| CN105430681A (en) | Automatic abnormity upload and recovery methods, automatic abnormity upload device and mobile terminal | |
| CN101790142B (en) | Method and system for identifying spam message sources by combining message contents and transmission frequency | |
| CN101384054B (en) | Method for network exception condition monitoring through performance data | |
| WO2023045829A1 (en) | Service abnormality prediction method and device, storage medium, and electronic device | |
| CN110071847A (en) | Message processing method, device, terminal device and storage medium | |
| KR20180120558A (en) | System and method for predicting communication apparatuses failure based on deep learning | |
| EP2568733A1 (en) | Method and apparatus for collecting mobile communication data | |
| CN100466560C (en) | Method, system, device for detecting service quality, and charging and fault detecting system | |
| CN101854609A (en) | Short message monitoring system and method | |
| CN103872780B (en) | The CPE terminal monitory system of electric power TD-LTE | |
| CN102036289B (en) | Comprehensive network agent system and method for home nodeB (HNB) | |
| CN103517292B (en) | Mobile terminal information reporting method and apparatus | |
| CN112383509A (en) | Internet of things equipment safety monitoring system and method based on data flow | |
| CN103618782A (en) | Remote household appliance electricity utilization situation managing system with automatic repair reporting function | |
| CN203967827U (en) | The CPE terminal monitory system of electric power TD-LTE | |
| CN102571397A (en) | Device and method for business of personal area network | |
| CN102378180A (en) | Method and device for determining user identity | |
| CN102572746B (en) | A kind of method sending behavioural characteristic identification junk short message source based on the frequency and user | |
| CN207083146U (en) | Calling record acquisition system |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| CB02 | Change of applicant information |
Address after: 100088, Beijing, Xicheng District new street, No. 28, No. 4, block C Applicant after: Putian Information Engineering Design Services Company Limited Address before: 100088, Beijing, Xicheng District new street, No. 28 extraoral street, block C, four floor (Desheng Park) Applicant before: Beijing Communication Planning & Design Institute of China Potevio Co., Ltd. |
|
| CB02 | Change of applicant information | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |