CN105357699A - Wireless network quality monitoring system and method - Google Patents

Wireless network quality monitoring system and method Download PDF

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CN105357699A
CN105357699A CN201510934789.2A CN201510934789A CN105357699A CN 105357699 A CN105357699 A CN 105357699A CN 201510934789 A CN201510934789 A CN 201510934789A CN 105357699 A CN105357699 A CN 105357699A
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quality
service
mobile terminal
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CN105357699B (en
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贾正屹
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Guangdong Jingwei Tiandi Technology Co., Ltd.
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Zhuhai Jingwei Tiandi Communication Technology Co Ltd
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W24/00Supervisory, monitoring or testing arrangements
    • H04W24/02Arrangements for optimising operational condition

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  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
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Abstract

The invention provides a wireless network quality monitoring system and method. The system comprises a mobile terminal, a data collection module, a data uploading module, a data analysis module and a control module, wherein the data collection module comprises a service monitoring data collection module, the service monitoring data collection module is used for collecting service quality feeling key signals of the mobile terminal, and the service quality feeling key signals includes a page first-package time delay, a page opening time delay, a video downloading speed and information sending and receiving success; and the data analysis module receives the service quality feeling key signals through the data uploading module and calculates a good rate according to the service quality feeling key signals and thresholds; and the control module outputs a network optimization control signal according to the good rate. The method is the application method of the above system. The monitoring system collects user sensing index signals of the mobile terminal, and a background carries out network quality analysis according to the uploaded data, so that the experience of the user is improved.

Description

Quality of wireless network monitoring system and method
Technical field
The invention belongs to mobile communication technology field, be specifically related to a kind of quality of wireless network monitoring system and method.
Background technology
Mainly contain two kinds of quality-monitoring approach in quality of wireless network monitoring technique field at present, a kind of is obtain network quality situation by using the Radio Test Equipment of specialty to carry out drive test on the spot, then carries out result treatment by specialized network optimization personnel; Another kind obtains network quality problem by the complaint of the complaint system acceptance client of wireless carriers, then send to network optimization department to carry out process problem to complete.
The weak point of above two kinds of methods all various degrees: the method for professional drive test needs to drive to carry out field test in concrete enforcement, measurement is so just made to be limited on the road of wheeled, make to measure the place not reaching depth test, the network quality measurement result obtained like this is better than actual network quality usually, can not reflect network quality strictly according to the facts; And complain system to be a kind of system of doing one's best, depend on the subjective initiative of client, although user can find quality of wireless network problem but not necessarily complain to network operator, when only having user to want to complain, network operator just may obtain calling information, and the problem that can only solve a little, the quality problems of whole wireless network cannot be reflected by this system.
Summary of the invention
Main purpose of the present invention be to provide a kind of possess quality of service experience key signal monitoring quality of wireless network monitoring system.
Another object of the present invention is to provide quality of wireless network monitoring method.
For realizing above-mentioned main purpose, quality of wireless network monitoring system provided by the invention comprises mobile terminal, data acquisition module, data upload module, data analysis module and control module, data acquisition module will carry out data acquisition at mobile terminal, data acquisition module exports data analysis module to by data upload module, wherein, data acquisition module comprises business Monitoring Data acquisition module, business Monitoring Data acquisition module experiences key signal for the quality of service gathering mobile terminal, quality of service is experienced key signal and is comprised the time delay of page first packet, page open time delay, video downloading rate and information transmission and reception success rate, data analysis module receives quality of service by data upload module and experiences key signal, and data analysis module experiences key signal according to quality of service and threshold value calculates acceptance rate, control module is according to acceptance rate output network optimal control signal.
From such scheme, under the prerequisite of user's unaware, carry out relevant data acquisition, the monitor signal of data mainly based on Consumer's Experience of collection in passive mode of mourning in silence monitoring, when finding the situation that user awareness is deteriorated, in time network being adjusted and optimizing.For this reason, provide a kind of monitoring system, this system can be bundled into the application on mobile phone, under the prerequisite of user's unaware, relevant data acquisition is carried out in passive mode of mourning in silence monitoring, the content gathered comprises the information such as geographical location information, network quality information, customer service perception information and network exception event, and relevant information is uploaded to background server, and background server can carry out network quality and user awareness analysis according to the mass data uploaded.
A preferred scheme is, data analysis module is experienced key signal to quality of service and arranged first and preset weight, and data analysis module is preset weight according to first and experienced key signal according to quality of service and threshold value calculates described acceptance rate.
Therefore, data analysis module is experienced key signal to quality of service and is arranged first and preset weight, and first presets weight comprises and experience to quality of service the weight proportion that page first packet time delay that key signal comprises, page open time delay, video downloading rate and information transmission and reception success rate arrange respectively.
A preferred scheme is, data acquisition module comprises Network Abnormal monitoring modular, co-ordinate position information acquisition module and information of mobile terminal acquisition module; Network Abnormal monitoring modular collection network abnormal signal, Network Abnormal monitoring modular output network abnormal signal is to data analysis module; Co-ordinate position information acquisition module coordinate acquisition position signalling, co-ordinate position information acquisition module output coordinate position signalling is to data analysis module; Information of mobile terminal acquisition module gathers information of mobile terminal signal, and information of mobile terminal acquisition module output mobile end message signal is to data analysis module; Data analysis module presets weight to Network Abnormal signal, coordinate position signal and information of mobile terminal signal setting second, data analysis module is preset weight and second according to first and is preset weight, and experiences key signal, Network Abnormal signal, coordinate position signal, information of mobile terminal signal and threshold value according to quality of service and calculate acceptance rate.
Therefore monitoring system of the present invention has powerful information collection function, the second default weight that data analysis module is arranged comprises the weight proportion arranged respectively Network Abnormal signal, coordinate position signal and information of mobile terminal signal.
A preferred scheme is, data acquisition module comprises wireless data acquisition module, wireless data acquisition module is for gathering LTE index signal and CDMA index signal, and wireless data acquisition module output LTE index signal and described CDMA index signal are to data analysis module; Data analysis module arranges the 3rd to LTE index signal and CDMA index signal and presets weight, data analysis module is preset weight, second according to first and is preset weight and the 3rd and preset weight, and experiences key signal, Network Abnormal signal, coordinate position signal, information of mobile terminal signal, LTE index signal, CDMA index signal and described threshold value according to quality of service and calculate acceptance rate.
Therefore, wireless data acquisition module is to LTE index signal, CDMA index signal data gather, and location information carries out synchronous acquisition while signals collecting, the result gathered uploads to background server, can in GIS(GIS-Geographic Information System) map carries out real-time exhibition and analysis.The 3rd default weight that data analysis module is arranged comprises the weight proportion arranged respectively LTE index signal and CDMA index signal.
A preferred scheme is, described business Monitoring Data acquisition module is subject to key signal according to setting-up time capturing service qualitative perception.
Therefore monitoring system of the present invention supports that capturing service qualitative perception is by key signal in the given time, as according to 5 minutes, 15 minutes, hour, day, the specific cycle such as week or the moon carries out signal statistics, so that note abnormalities the period.
In order to realize another object of the present invention, quality of wireless network monitoring method provided by the invention, the method comprises data collection steps, data upload step, data analysis step and rate-determining steps successively, wherein, data collection steps comprises business Monitoring Data acquisition step, business Monitoring Data acquisition step comprises the step that the quality of service gathering mobile terminal experiences key signal, and quality of service is experienced key signal and comprised the time delay of page first packet, page open time delay, video downloading rate and information transmission and reception success rate; Data upload step comprises step quality of service being experienced key signal transmission; Data analysis step comprises and receives quality of service and experience the step of key signal and experience according to quality of service the step that key signal and threshold value calculate acceptance rate; Rate-determining steps comprises the step according to acceptance rate output network optimal control signal.
From such scheme, when user normally uses mobile terminal to carry out miscellaneous service, use in the process of all kinds of business at it, the background process of application program for mobile terminal continues to monitor the business usage behavior of user, automatically key signal collection is experienced to the quality of service of this user by the background process of application program, and Information Monitoring is uploaded to background server automatically according to the rule of agreement.In such a mode, user does not need to carry out any operation additionally, and data acquisition and the process uploaded can not produce any interference to the normal use of user.
Accompanying drawing explanation
Fig. 1 is the structured flowchart of quality of wireless network monitoring system of the present invention.
Fig. 2 is the flow chart of quality of wireless network monitoring method of the present invention.
Fig. 3 is the evaluation thresholding table of quality of wireless network monitoring method of the present invention.
Fig. 4 is the network optimization flow chart of quality of wireless network monitoring method of the present invention.
Fig. 5 is the flow chart of wireless network analysis step in quality of wireless network monitoring method of the present invention.
Below in conjunction with drawings and Examples, the invention will be further described.
Embodiment
See the structured flowchart that Fig. 1, Fig. 1 are quality of wireless network monitoring system of the present invention.Quality of wireless network monitoring system of the present invention comprises mobile terminal 10, data acquisition module 1, data upload module 2, data analysis module 3 and control module 4, wherein, data acquisition module 1 comprises business Monitoring Data acquisition module 11, wireless data acquisition module 12, Network Abnormal monitoring modular 13, co-ordinate position information acquisition module 14 and information of mobile terminal acquisition module 15.
Business Monitoring Data acquisition module 11 comprises business conduct information acquisition module 111 and data connection information acquisition module 112, wherein, business conduct information acquisition module 111 experiences signal for the quality of service gathered on mobile terminal 10, and radio environment information when record traffic occurs simultaneously.Quality of service is experienced signal and is mainly comprised: the time delay of page first packet, page open time delay, video downloading rate and information transmission and reception success rate, wherein, the time delay of page first packet initiates browse request to receiving the duration that experiences between destination server response for user, page open time delay is that user initiates browse request to the duration receiving first http response, from the speed of server foradownloaded video when video traffic downloading rate is user's browsing video, and instant communication message transmission and reception success rate for user use instant messaging business time, the number of success of message transmission and reception accounts for the percentage of total message transmission and reception number of times.Data connection information acquisition module 112, for gathering the KPI signal on mobile terminal 10.KPI signal is key network performance signals, and user is when using the application program on mobile terminal 10 to carry out data service, and record move terminal 10 is by being converted to the success rate and time used that enter data connection state without data connection state.The following information of physical record: business uses time started, IMEI(international mobile equipment identification number), IMSI(international mobile subscriber identity), set up data cube computation whether success, set up data cube computation time delay, network formats, CDMA signal index and LTE signal index.
Wireless data acquisition module 12, for gathering LTE index signal and the CDMA index signal of mobile terminal 10.Wherein CDMA index signal content contains the SID(system identification of cdma base station), NID(NID), BSID(base station identity code) and CDMA signal strength information, LTE index signal content contains the TAC(Tracking Area Code of LTE base station), CI(cell code), PCI(physical area code) the RSRP(Reference Signal Received Power of index and LTE signal), SINR(signal to noise ratio) and RSRQ(Reference Signal Received Quality) information.
Network Abnormal monitoring modular 13, for gathering the Network Abnormal signal that mobile terminal 10 occurs.The Network Abnormal signal of monitoring system collection of the present invention comprises the network exception event such as network cannot connect, data network connects extremely, network frequently switches, weak covering, falling, and the positional information (longitude and latitude) simultaneously recorded when Network Abnormal occurs and radio environment information.
Co-ordinate position information acquisition module 14, for coordinate acquisition position signalling.The information of monitoring system registers coordinate position of the present invention, coordinate acquisition position signalling in business observation process, coordinate position signal comprises: GPS longitude and latitude, province title, address name and street information; When without gps signal, by network positions, as used wifi network or data network to connect, then carrying out network assistance location by general third party's interface, as used CDMA or LTE network, the longitude and latitude of base station, place, Serving cell can be navigated to.
Information of mobile terminal acquisition module 15, for gathering the relevant information of mobile terminal 10.Wherein mobile terminal 10 refers to mobile phone, monitoring system of the present invention possesses the acquisition function to mobile phone relevant information, and mobile phone relevant information comprises: IMSI(international mobile subscriber identity), MEID(CDMA mobile device identification code)/IMEI(international mobile equipment identification number), mobile phone type, os release, baseband version, kernel version, internal release, mobile phone EMS memory occupancy, mobile phone CPU usage and power consumption.
The data collected are uploaded onto the server 20 by data upload module 2 by data acquisition module 1, server 20 comprises data analysis module 3 and control module 4, data analysis module 3 pairs of business are experienced key signal and are arranged the first default weight, to Network Abnormal signal, coordinate position signal and information of mobile terminal signal setting second preset weight, 3rd is arranged to LTE index signal and CDMA index signal and presets weight, weight is preset according to first, second presets weight and the 3rd presets weight, and experience key signal according to quality of service, Network Abnormal signal, coordinate position signal, information of mobile terminal signal, LTE index signal, CDMA index signal and threshold value calculate acceptance rate.
Fig. 2 is the flow chart of quality of wireless network monitoring method of the present invention.First step S1 is performed, to mobile terminal 10 capturing service qualitative perception by key signal, then step S2 is performed, experience the acceptance rate of key signal computing service quality client perception according to the quality of service gathered, then perform step S3, judged by acceptance rate whether the region of data acquisition is matter difference region, perform S4, the network optimization is carried out in confrontation difference region, otherwise performs step S5, determines that the client of this area is good to quality of service perception.
Monitoring system capturing service qualitative perception of the present invention mainly in order to find and find the poor user of mobile Internet business perception, terminal, business and region, thus can promote the perception of user by key signal targetedly.Monitoring method of the present invention supports that capturing service qualitative perception is by key signal in the given time, as according to 5 minutes, 15 minutes, hour, day, the specific cycle such as week or the moon carries out signal statistics, so that note abnormalities the period.The evaluation thresholding experiencing key signal and setting from the quality of service of mobile terminal 10 collection compares, thus draw the quality of existing customer service-aware, wherein evaluate institute's value of thresholding, test in conjunction with application program for mobile terminal, the announcement investigation of phone Shen and industrywide standard are determined, the known monitoring system of the present invention of composition graphs 3 is mainly to the time delay of webpage first packet and the page open time delay of the web page browsings such as news portal, the video downloading rate of video traffic and this four large index signal of the signal transmission and reception success rate of instant messaging are evaluated, wherein the threshold value of indices signal evaluation is divided into when 3G and 4G, and each index signal is provided with one and evaluates the scope of excellent limit and the scope of an evaluation poor quality, thus judge the quality of the client perception of the business of current test.Then all test results in this region added up, calculate the ratio inferior that every quality of service experiences key signal, namely client perception is the ratio that test sample book number inferior accounts for total test sample book number.As long as when having one to exceed the ratio inferior of setting in above-mentioned four large index signals, this test zone is judged as poor matter region, carry out the network optimization subsequently through control module 4 confrontation difference region.
Every quality of service of each mobile terminal of the specific region collected is experienced key signal and is gathered by monitoring system of the present invention, then evaluate according to the score of computing service qualitative perception by key signal, the computation rule that main implementation is following: 1. by the time delay of page first packet, page open time delay, video downloading rate and this four large index signal of information transmission and reception success rate are according to the associated weight set, and calculate according to above-mentioned four index signals the acceptance rate that quality of service experiences key signal, when reaching default fiducial value, (as 80%) obtains the full marks of this part, often lower than one point, fiducial value one percentage point button, till having detained, 2. according to test APP(application program) the marking of quantity arrival rate, the arrival rate of test APP quantity is the ratio that quantity that examination time build-in test APP disposes accounts for the number of users of mobile terminal amount of all internet behaviors (having internet records within the examination cycle), basis point is obtained when testing (as 3 ‰) when APP arrival rate reaches the benchmark thresholding of setting, often lower than benchmark thresholding ten thousand/deduct corresponding mark first in basis point, minimum is 0 point, when arrival rate exceedes benchmark thresholding and reaches certain ratio, increase corresponding mark, the highest full marks obtaining this part, 3. according to the fix-rate marking of matter difference region, matter difference region fix-rate is the ratio that the upper examination cycle matter difference region quantity solved in the current examination cycle accounts for first phase matter difference region quantity, when matter difference region fix-rate reaches the benchmark thresholding of setting, (as 85%) obtains basis point, often lower than the corresponding mark of thresholding one percentage point button, minimum is 0 point, when matter difference region fix-rate exceedes benchmark thresholding and reaches certain ratio, increase corresponding mark, the highest full marks obtaining this part.The wherein above-mentioned examination cycle is setting-up time, support according to 5 minutes, 15 minutes, hour, day, week or the specific cycle such as the moon carry out index signal statistics.
By experiencing the evaluation of key signal to quality of service, quality of service can be weighed from different pieces of information granularity, data granularity is the related notion belonged in business intelligence in data warehouse, data granularity is mainly for the computer capacity of achievement data, if this data item of population is take block as scope or be range statistics with community in practice, in embody rule of the present invention, weigh quality of service by data granularity to be reflected in and by the index signal overall assessment to all users, the overall service-aware situation of network can be reflected; By the index signal evaluation to unique user dimension, reflect the perception situation of this user; By the index signal evaluation to base station dimension, the perception situation of user under reflection single base station; By the index signal evaluation to business dimension, the overall recognition situation of reflection business; And single target is used to the index signal evaluation of (video website) dimension, the overall recognition situation of reflection destination service.
See the network optimization flow chart that Fig. 4, Fig. 4 are quality of wireless network monitoring methods of the present invention.As shown in Figure 4, first step S10 is performed, setting needs the matter difference region of carrying out the network optimization, then perform step S11 and determine whether that mobile terminal or cloud service go wrong, be, namely non-wireless network goes wrong, then terminate network optimization flow process, otherwise perform the problem that step S12 determines whether core network or IP backbone network, be, namely non-wireless network goes wrong, then terminate network optimization flow process, otherwise perform step S13, be defined as wireless network or IPRAN goes wrong and analyzes radio network problems, then step S14 is performed, be optimized by wireless network optimization and IPRAN and then feed back, wherein IPRAN refers to wireless access network IPization, the router or the switch total solution that are optimized customization for IPization base station passback application scenarios.
Fig. 5 is the flow chart of wireless network analysis step S13 in the network optimization flow chart shown in Fig. 4.First perform step S20 and determine that wireless network traffic perception difference is the quality of wireless network problem of non-equipment class, then the problem of execution step S21 to discovery carries out the association analysis between problem, mainly carry out the association analysis between matter difference network element problem, matter difference regional issue, wireless side perception difference problem and subscriber complaint problem, wherein, network element is the least unit that can monitor and manage in network management, can be understood as the equipment in network, wireless side refers to wireless access network, as BSC(BISYNC)/RNC(radio network controller).Then performing step S22 according to priority relies on the association between the problem data that collects to carry out problem diagnosis, wherein, preferential association be traffic statistics data, alarm data, supplemental characteristic and configuration data, above-mentioned traffic statistics data are the statistics to indexs such as calling network, call drop, switching and telephone traffics, secondary association be MR(measurement report) data and message registration data, finally auxiliary association is DT(drive test) or CQT(call quality test calls) data.Then perform the reason that the perception of step S23 location client goes wrong, finally perform step S24 process problem according to questions and prospect and compliance test result after processing.
Visible, the present invention is that index carries out signal monitoring with Consumer's Experience, can when user's unaware, the collection of user awareness index signal is carried out in passive mode of mourning in silence monitoring, when finding that user awareness is deteriorated, can adjust network in time and optimize, change tradition only for the test of network KPI (key network performance index) signal.And utilize mobile phone terminal instantaneous acquiring and upload related data, the quality condition of regional signal residing for mobile phone terminal can be understood at any time, change the present situation needing Test Engineer just can pinpoint the problems to on-the-spot test, provide cost savings simultaneously and increase work efficiency.
Finally it is emphasized that above-described embodiment is only preferred scheme of the present invention, during practical application, more change can also be had, such as, increase the quality of service gathered and experience key signal; Or, change the threshold value that indices signal compares; Or save the collection of information of mobile terminal, such change also can realize object of the present invention, also should be included in the protection range of the claims in the present invention.

Claims (10)

1. quality of wireless network monitoring system, comprise mobile terminal, data acquisition module, data upload module, data analysis module and control module, described data acquisition module carries out data acquisition at described mobile terminal, and described data acquisition module exports described data analysis module to by described data upload module;
It is characterized in that:
Described data acquisition module comprises business Monitoring Data acquisition module, described business Monitoring Data acquisition module experiences key signal for the quality of service gathering described mobile terminal, and described quality of service is experienced key signal and comprised the time delay of page first packet, page open time delay, video downloading rate and information transmission and reception success rate;
Described data analysis module receives described quality of service by described data upload module and experiences key signal, and described data analysis module experiences key signal according to described quality of service and threshold value calculates acceptance rate;
Described control module is according to described acceptance rate output network optimal control signal.
2. quality of wireless network monitoring system according to claim 1, is characterized in that:
Described data analysis module is experienced key signal to described quality of service and is arranged first and preset weight, and described data analysis module is preset weight according to described first and experienced key signal according to described quality of service and described threshold value calculates described acceptance rate.
3. quality of wireless network monitoring system according to claim 2, is characterized in that:
Described data acquisition module comprises Network Abnormal monitoring modular, co-ordinate position information acquisition module and information of mobile terminal acquisition module;
Described Network Abnormal monitoring modular collection network abnormal signal, described Network Abnormal monitoring modular exports described Network Abnormal signal to described data analysis module;
Described co-ordinate position information acquisition module coordinate acquisition position signalling, described co-ordinate position information acquisition module exports described coordinate position signal to described data analysis module;
Described information of mobile terminal acquisition module gathers information of mobile terminal signal, and described information of mobile terminal acquisition module exports described information of mobile terminal signal to described data analysis module;
Described data analysis module presets weight to described Network Abnormal signal, described coordinate position signal and described information of mobile terminal signal setting second, described data analysis module is preset weight and described second according to described first and is preset weight, and experiences key signal, described Network Abnormal signal, described coordinate position signal, described information of mobile terminal signal and described threshold value according to described quality of service and calculate described acceptance rate.
4. quality of wireless network monitoring system according to claim 3, is characterized in that:
Described data acquisition module comprises wireless data acquisition module, described wireless data acquisition module is for gathering LTE index signal and CDMA index signal, and described wireless data acquisition module exports described LTE index signal and described CDMA index signal extremely described data analysis module;
Described data analysis module arranges the 3rd to described LTE index signal and described CDMA index signal and presets weight, described data analysis module is preset weight, described second according to described first and is preset weight and the described 3rd and preset weight, and experiences key signal, described Network Abnormal signal, described coordinate position signal, described information of mobile terminal signal, described LTE index signal, described CDMA index signal and described threshold value according to described quality of service and calculate described acceptance rate.
5. the quality of wireless network monitoring system according to any one of Claims 1-4, is characterized in that:
Described business Monitoring Data acquisition module gathers described quality of service according to setting-up time and experiences key signal.
6. quality of wireless network monitoring method, is characterized in that, described monitoring method comprises data collection steps, data upload step, data analysis step and rate-determining steps successively;
Described data collection steps comprises business Monitoring Data acquisition step, described business Monitoring Data acquisition step comprises the step that the quality of service gathering mobile terminal experiences key signal, and described quality of service is experienced key signal and comprised the time delay of page first packet, page open time delay, video downloading rate and information transmission and reception success rate;
Described data upload step comprises the step described quality of service being experienced key signal transmission;
Described data analysis step comprises and receives described quality of service and experience the step of key signal and experience according to described quality of service the step that key signal and threshold value calculate acceptance rate;
Described rate-determining steps comprises the step according to described acceptance rate output network optimal control signal.
7. quality of wireless network monitoring method according to claim 6, is characterized in that:
Described data analysis step comprises to be experienced key signal to described quality of service and arranges first and preset the step of weight and preset weight according to described first and experience according to described quality of service the step that key signal and described threshold value calculate described acceptance rate.
8. quality of wireless network monitoring method according to claim 7, is characterized in that:
Described data collection steps also comprises Network Abnormal monitoring step, co-ordinate position information acquisition step and information of mobile terminal acquisition step;
Described Network Abnormal monitoring step comprises the step of collection network abnormal signal and exports the step of described Network Abnormal signal;
Described co-ordinate position information acquisition step comprises the step of coordinate acquisition position signalling and exports the step of described coordinate position signal;
Described information of mobile terminal acquisition step comprises the step gathering information of mobile terminal signal and the step exporting described information of mobile terminal signal;
Described data analysis step comprises to be preset the step of weight to described Network Abnormal signal, described coordinate position signal and described information of mobile terminal signal setting second and presets weight and described second according to described first and preset weight, and experiences according to described quality of service the step that key signal, described Network Abnormal signal, described coordinate position signal, described information of mobile terminal signal and described threshold value calculate described acceptance rate.
9. quality of wireless network monitoring method according to claim 8, is characterized in that:
Described data collection steps also comprises data acquisition step, and described data acquisition step comprises the step gathering LTE index signal and CDMA index signal, and comprises the step exporting described LTE index signal and described CDMA index signal;
Described data analysis step comprises and arranges the 3rd to described LTE index signal and described CDMA index signal and preset the step of weight and preset weight, described second according to described first and preset weight and the described 3rd and preset weight, and experiences according to described quality of service the step that key signal, described Network Abnormal signal, described coordinate position signal, described information of mobile terminal signal, described LTE index signal, described CDMA index signal and described threshold value calculate described acceptance rate.
10. the quality of wireless network monitoring method according to any one of claim 6 to 9, is characterized in that:
Described business Monitoring Data acquisition step comprises and gathers according to setting-up time the step that described quality of service experiences key signal.
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Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107135090A (en) * 2016-02-29 2017-09-05 华为技术有限公司 A kind of method and device for realizing the poor positioning problems of network matter
CN107787006A (en) * 2017-09-29 2018-03-09 努比亚技术有限公司 Hotspot network quality detection method, mobile terminal and storage medium
CN107801201A (en) * 2017-10-19 2018-03-13 维沃移动通信有限公司 Network recovery method and device
CN108989116A (en) * 2018-07-25 2018-12-11 河北华沃通信科技有限公司 Big data collects and surveys system and method
CN110267315A (en) * 2019-06-28 2019-09-20 南昌黑鲨科技有限公司 Network connection control method, system, intelligent terminal and computer readable storage medium
CN112333756A (en) * 2020-09-14 2021-02-05 咪咕文化科技有限公司 Method, system, electronic device and storage medium for monitoring regional network quality
CN112396816A (en) * 2019-08-15 2021-02-23 广东经纬天地科技有限公司 Network performance monitoring method and system based on NB-IOT module
CN113630285A (en) * 2020-11-11 2021-11-09 中国移动通信有限公司研究院 Broadband network quality diagnosis method, device and system
CN113676926A (en) * 2020-05-15 2021-11-19 中国移动通信集团设计院有限公司 User network perception portrait method and device

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101583140A (en) * 2009-05-14 2009-11-18 复旦大学 Automatic communication network monitoring system and realization method thereof
CN101695167A (en) * 2009-10-19 2010-04-14 上海永为信息科技有限公司 Automatic monitoring system of mobile wireless network
CN102256297A (en) * 2011-01-21 2011-11-23 珠海世纪鼎利通信科技股份有限公司 TD-SCDMA (Time Division-Synchronization Code Division Multiple Access) wireless communication network service user perception data collection method
CN102752792A (en) * 2011-12-26 2012-10-24 华为技术有限公司 Method, device and system for monitoring internet service quality of mobile terminal
CN103188722A (en) * 2011-12-29 2013-07-03 同济大学 Stratification testing method and device for time division long term evolution (TD-LTE) system road testing

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101583140A (en) * 2009-05-14 2009-11-18 复旦大学 Automatic communication network monitoring system and realization method thereof
CN101695167A (en) * 2009-10-19 2010-04-14 上海永为信息科技有限公司 Automatic monitoring system of mobile wireless network
CN102256297A (en) * 2011-01-21 2011-11-23 珠海世纪鼎利通信科技股份有限公司 TD-SCDMA (Time Division-Synchronization Code Division Multiple Access) wireless communication network service user perception data collection method
CN102752792A (en) * 2011-12-26 2012-10-24 华为技术有限公司 Method, device and system for monitoring internet service quality of mobile terminal
CN103188722A (en) * 2011-12-29 2013-07-03 同济大学 Stratification testing method and device for time division long term evolution (TD-LTE) system road testing

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