CN104427546A - Method, simulation platform and system for matching mobile network indexes with user experience - Google Patents
Method, simulation platform and system for matching mobile network indexes with user experience Download PDFInfo
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- CN104427546A CN104427546A CN201310409325.0A CN201310409325A CN104427546A CN 104427546 A CN104427546 A CN 104427546A CN 201310409325 A CN201310409325 A CN 201310409325A CN 104427546 A CN104427546 A CN 104427546A
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- H04—ELECTRIC COMMUNICATION TECHNIQUE
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Abstract
The invention discloses a method, a simulation platform and a system for matching mobile network indexes with user experience. The method comprises the following steps: receiving at least one mobile network wireless index data provided by a user terminal as well as at least one user experience index data; obtaining a mobile network wireless index associated with each user experiment index by using a clustering algorithm; and establishing associated data information, wherein the associated data information comprises at least one user experience index data and the mobile network wireless index data associated with each user experience index data, wherein the associated data information is stored in an associated database. By matching the network indexes with user experience, the relationship between a simulated communication scene and subjective satisfaction of a user can be obtained, thereby providing a basic experimental platform for researching users' satisfaction in the future.
Description
Technical field
The present invention relates to moving communicating field, particularly a kind ofly mobile network's wireless index is associated method, emulation platform and the system of mating with Consumer's Experience.
Background technology
The current research for communication system effect mainly contains software emulation and user test two kinds of technological means.Wherein, software emulation can the communication technology of research institute's emulation preferably and the relation that can reach between objective communication performance index, but can not investigate actual Consumer's Experience.
The development of mobile Internet causes market competition fierce all the more, and Consumer's Experience promotes the key factor of network and business core value by becoming.And original emulation platform can obtain the communication capacity of certain community or user, as signal to noise ratio, speed and time delay, but due to traffic performance difference, simulation result can not reflect actual Consumer's Experience.
And user test can study the relation between wireless performance index and the subjective satisfaction of user preferably, but the relation of the communication scenes of the subjective satisfaction of user and emulation cannot be set up.
Summary of the invention
The technical problem to be solved in the present invention is to provide and a kind ofly mobile network's wireless index is associated method, emulation platform and the system of mating with Consumer's Experience.The present invention, by mating network index and Consumer's Experience, can draw the relation between emulated communication scenes and user's subjective satisfaction, for future provides infrastest platform for the research of user satisfaction.
According to an aspect of the present invention, provide a kind of and mobile network's wireless index associated the method for mating with Consumer's Experience, comprising:
At least one mobile network's wireless index data that reception user terminal provides and at least one Consumer's Experience achievement data, wherein said mobile network's wireless index data are the wireless index parameter that user terminal is measured under current mobile network environment, and described Consumer's Experience achievement data is the subjective experience data of user under user terminal is in current mobile network environment;
Clustering algorithm is utilized to obtain the mobile network's wireless index be associated with each Consumer's Experience index;
Be associated data message, and wherein associated data information comprises at least one Consumer's Experience achievement data described, and the mobile network's wireless index data be associated with each Consumer's Experience achievement data, associated data information is stored in linked database.
Preferably, after the database that is associated, described method also comprises:
The simulating scenes of specifying being emulated, when obtaining simulation result, from simulation result, extracting the data of specific radio index;
From linked database, inquire about the Consumer's Experience achievement data be associated with the data of described specific radio index, using user's subjective feeling that the data of specific radio index described under simulated environment are corresponding.
Preferably, after the database that is associated, described method also comprises:
When receiving the Consumer's Experience achievement data of user's input, from linked database, inquire about the mobile network's wireless index data W be associated with the Consumer's Experience achievement data that described user inputs
i, wherein 1≤i≤M, M is the quantity of mobile network's wireless index that the Consumer's Experience achievement data inputted with described user is associated;
The simulating scenes of specifying being emulated, when obtaining simulation result, from simulation result, extracting mobile network's wireless index data W ' that the Consumer's Experience achievement data that inputs with described user is associated
i;
By data W
iwith data W '
icompare, to determine whether simulation result meets the Consumer's Experience achievement data requirement of user's input.
According to a further aspect in the invention, provide a kind of and mobile network's wireless index associated the emulation platform mated with Consumer's Experience, comprise experience test data receiving element, data matching unit, association set up unit and linked database, wherein:
Experience test data receiving element, for receiving at least one mobile network's wireless index data and at least one Consumer's Experience achievement data that user terminal provides, wherein said mobile network's wireless index data are the wireless index parameter that user terminal is measured under current mobile network environment, and described Consumer's Experience achievement data is the subjective experience data of user under user terminal is in current mobile network environment;
Data matching unit, obtains the mobile network's wireless index be associated with each Consumer's Experience index for utilizing clustering algorithm;
Unit is set up in association, and for the data message that is associated, wherein associated data information comprises at least one Consumer's Experience achievement data described, and the mobile network's wireless index data be associated with each Consumer's Experience achievement data;
Linked database, for storing associated data information.
Preferably, described emulation platform also comprises simulation unit, the first query unit, wherein:
Simulation unit, for emulating for the simulating scenes of specifying, when obtaining simulation result, extracts the data of specific radio index from simulation result;
First query unit, for from linked database, inquires about the Consumer's Experience achievement data be associated with the data of described specific radio index, using user's subjective feeling that the data of specific radio index described under simulated environment are corresponding.
Preferably, described emulation platform also comprises parameter configuration unit, the second query unit, comparing unit, wherein:
Parameter configuration unit, for receiving the Consumer's Experience achievement data of user's input;
Second query unit, during for receiving the Consumer's Experience achievement data of user's input in parameter configuration unit, inquires about mobile network's wireless index data W of being associated with the Consumer's Experience achievement data that described user inputs from linked database
i, wherein 1≤i≤M, M is the quantity of mobile network's wireless index that the Consumer's Experience achievement data inputted with described user is associated, and indicates simulation unit to emulate for the simulating scenes of specifying;
Simulation unit is also for the instruction according to the second query unit, the simulating scenes of specifying is emulated, when obtaining simulation result, from simulation result, extract mobile network's wireless index data W ' that the Consumer's Experience achievement data that inputs with described user is associated
i;
Comparing unit, for by data W
iwith data W '
icompare, to determine whether simulation result meets the Consumer's Experience achievement data requirement of user's input.
According to a further aspect in the invention, provide a kind of and mobile network's wireless index is associated the system of mating with Consumer's Experience, comprise user terminal and emulation platform, wherein:
User terminal, for at least one mobile network's wireless index data and at least one Consumer's Experience achievement data are sent to emulation platform, wherein said mobile network's wireless index data are the wireless index parameter that user terminal is measured under current mobile network environment, and described Consumer's Experience achievement data is the subjective experience data of user under user terminal is in current mobile network environment;
Emulation platform, for receiving at least one mobile network's wireless index data and at least one Consumer's Experience achievement data that user terminal provides, clustering algorithm is utilized to obtain the mobile network's wireless index be associated with each Consumer's Experience index, be associated data message, wherein associated data information comprises at least one Consumer's Experience achievement data described, and the mobile network's wireless index data to be associated with each Consumer's Experience achievement data, associated data information is stored in linked database.
Preferably, emulation platform is the emulation platform that above-mentioned any embodiment relates to.
The present invention is by carrying out cluster analysis to Consumer's Experience achievement data and mobile network's wireless index data, Consumer's Experience achievement data and mobile network's wireless index data are mated, the relation between emulated communication scenes and user's subjective satisfaction can be drawn, for future provides infrastest platform for the research of user satisfaction.
Description of the invention provides in order to example with for the purpose of describing, and is not exhaustively or limit the invention to disclosed form.Many modifications and variations are obvious for the ordinary skill in the art.Selecting and describing embodiment is in order to principle of the present invention and practical application are better described, and enables those of ordinary skill in the art understand the present invention thus design the various embodiments with various amendment being suitable for special-purpose.
Accompanying drawing explanation
In order to be illustrated more clearly in the embodiment of the present invention or technical scheme of the prior art, be briefly described to the accompanying drawing used required in embodiment or description of the prior art below, apparently, accompanying drawing in the following describes is only some embodiments of the present invention, for those of ordinary skill in the art, under the prerequisite not paying creative work, other accompanying drawing can also be obtained according to these accompanying drawings.
Fig. 1 is mobile network's wireless index is associated a method embodiment of mating by the present invention schematic diagram with Consumer's Experience.
Fig. 2 is mobile network's wireless index is associated another embodiment of method of mating by the present invention schematic diagram with Consumer's Experience.
Fig. 3 is mobile network's wireless index is associated the another embodiment of the method for mating by the present invention schematic diagram with Consumer's Experience.
Fig. 4 is mobile network's wireless index is associated an emulation platform embodiment of mating by the present invention schematic diagram with Consumer's Experience.
Fig. 5 is mobile network's wireless index is associated another embodiment of emulation platform of mating by the present invention schematic diagram with Consumer's Experience.
Fig. 6 is mobile network's wireless index is associated a system embodiment of mating by the present invention schematic diagram with Consumer's Experience.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, be clearly and completely described the technical scheme in the embodiment of the present invention, obviously, described embodiment is only the present invention's part embodiment, instead of whole embodiments.Illustrative to the description only actually of at least one exemplary embodiment below, never as any restriction to the present invention and application or use.Based on the embodiment in the present invention, those of ordinary skill in the art, not making the every other embodiment obtained under creative work prerequisite, belong to the scope of protection of the invention.
Unless specifically stated otherwise, otherwise positioned opposite, the numerical expression of the parts of setting forth in these embodiments and step and numerical value do not limit the scope of the invention.
Meanwhile, it should be understood that for convenience of description, the size of the various piece shown in accompanying drawing is not draw according to the proportionate relationship of reality.
May not discuss in detail for the known technology of person of ordinary skill in the relevant, method and apparatus, but in the appropriate case, described technology, method and apparatus should be regarded as a part of authorizing specification.
In all examples with discussing shown here, any occurrence should be construed as merely exemplary, instead of as restriction.Therefore, other example of exemplary embodiment can have different values.
It should be noted that: represent similar terms in similar label and letter accompanying drawing below, therefore, once be defined in an a certain Xiang Yi accompanying drawing, then do not need to be further discussed it in accompanying drawing subsequently.
Fig. 1 is mobile network's wireless index is associated a method embodiment of mating by the present invention schematic diagram with Consumer's Experience.Preferably, the present embodiment can be performed by emulation platform.The method comprises the following steps:
Step 101, at least one mobile network's wireless index data that reception user terminal provides and at least one Consumer's Experience achievement data.
Wherein, described mobile network's wireless index data are the wireless index parameter that user terminal is measured under current mobile network environment.Described Consumer's Experience achievement data is the subjective experience data of user under user terminal is in current mobile network environment.
Preferably, Consumer's Experience achievement data can quantization means.
Table 1
As shown in table 1, wherein user terminal can provide multi-group data, is under current mobile network environment, at the many groups mobile network wireless index data do not measured in the same time and and corresponding Consumer's Experience achievement data.
Often organize data and comprise mobile network's wireless index data and Consumer's Experience achievement data corresponding thereto.Described mobile network's wireless index data can include but not limited to level, SNR(Signal Noise Ratio, signal to noise ratio), time delay, packet loss, upstream rate and downstream rate.Described Consumer's Experience achievement data can include but not limited to video definition and video impairment degree.Wherein, video definition can quantization means, such as, be well 1, in be 2, difference is 3 etc.
Step 102, utilizes clustering algorithm to obtain the mobile network's wireless index be associated with each Consumer's Experience index.
Wherein, those skilled in the art can adopt the aggregating algorithms such as K-MEANS algorithm to obtain the mobile network's wireless index be associated with each Consumer's Experience index, no longer launch here the mobile network's wireless index how carrying out being polymerized and process and obtain each Consumer's Experience index and be associated is described.
Such as: after utilizing aggregating algorithm to process for Consumer's Experience achievement data as shown in table 1 and mobile network's wireless index data, can obtain: video definition is associated with time delay and SNR; Video impairment degree is associated with packet loss.
Step 103, be associated data message, associated data information is stored in linked database.Wherein, associated data information comprises at least one Consumer's Experience achievement data described, and the mobile network's wireless index data be associated with each Consumer's Experience achievement data.
After aggregating algorithm processes for Consumer's Experience achievement data as shown in table 1 and mobile network's wireless index data, video definition can be obtained be associated with time delay and SNR, show that the time delay of mobile network and SNR index determine the video definition index of Consumer's Experience, the video definition associated data information that just can be formed with time delay and SNR index be index.
Video impairment degree can also be obtained be associated with packet loss after polymerization process, show that the packet loss index of mobile network determines the video impairment degree index of Consumer's Experience, the video impairment degree associated data information that just can be formed with packet loss index be index.
Then video definition associated data information and video impairment degree associated data information all can be stored in linked database.
What provide based on the above embodiment of the present invention associates the method for mating by mobile network's wireless index with Consumer's Experience, by carrying out cluster analysis to Consumer's Experience achievement data and mobile network's wireless index data, Consumer's Experience achievement data and mobile network's wireless index data are mated, the relation between emulated communication scenes and user's subjective satisfaction can be drawn, for future provides infrastest platform for the research of user satisfaction.
Fig. 2 is mobile network's wireless index is associated another embodiment of method of mating by the present invention schematic diagram with Consumer's Experience.Preferably, the present embodiment can be performed by emulation platform.After the database that is associated, described method can also comprise:
Step 201, emulates for the simulating scenes of specifying, and when obtaining simulation result, extracts the data of specific radio index from simulation result.
Preferably, the simulating scenes of specifying can be skill upgrading or the network optimization, such as, to 4G(forth generation mobile communication technology) simulating scenes.The data of specific radio index can refer to the wireless index data determining Consumer's Experience index in associated data information.
Step 202, from linked database, inquires about the Consumer's Experience achievement data be associated with the data of described specific radio index, using user's subjective feeling that the data of specific radio index described under simulated environment are corresponding.
By the method described in Fig. 2, the data of specific radio index can be extracted from simulation result, use described specific radio index to carry out matching inquiry to linked database, under just can obtaining particular dummy scene, as skill upgrading or the network optimization, the subjective feeling of corresponding user.
Fig. 3 is mobile network's wireless index is associated the another embodiment of the method for mating by the present invention schematic diagram with Consumer's Experience.Preferably, the present embodiment can be performed by emulation platform.After the database that is associated, described method can also comprise:
Step 301, when receiving the Consumer's Experience achievement data of user's input, inquires about the mobile network's wireless index data W be associated with the Consumer's Experience achievement data that described user inputs from linked database
i, wherein 1≤i≤M, M is the quantity of mobile network's wireless index that the Consumer's Experience achievement data inputted with described user is associated.
Step 302, emulates for the simulating scenes of specifying, and when obtaining simulation result, extracts mobile network's wireless index data W ' that the Consumer's Experience achievement data that inputs with described user is associated from simulation result
i.
Preferably, sorting algorithm can be utilized, as the mobile network's wireless index in simulation result is summed up in the point that Consumer's Experience achievement data by kNN method.In simple terms, in index space, belong to the maximum of which Consumer's Experience achievement data in k the user test result points that simulation result point is nearest, then this simulation result is corresponded to corresponding Consumer's Experience achievement data.Mobile network's wireless index data W ' that the Consumer's Experience achievement data that inputs with described user is associated can be extracted thus from simulation result
i.
Step 303, by data W
iwith data W '
icompare, to determine whether simulation result meets the Consumer's Experience achievement data requirement of user's input.
By the method described in Fig. 3, can oppositely for specific Consumer's Experience achievement data, bid associated data storehouse obtains corresponding mobile network's wireless index data W
i, by the mobile network's wireless index data W ' extracted in itself and simulation result
icontrast, and then determine required parameter modification scope or skill upgrading amplitude by emulation.
Be described mobile network's wireless index to be associated the method for mating with Consumer's Experience below by concrete example:
Emulation platform receives Consumer's Experience achievement data as shown in table 1 and mobile network's wireless index data instance, utilizes aggregating algorithm to obtain: video definition is associated with time delay and SNR; Video impairment degree is associated with packet loss.
Wherein, video definition is associated with time delay and SNR, shows that the time delay of mobile network and SNR index determine the video definition index of Consumer's Experience, the video definition associated data information that just can be formed with time delay and SNR index be index.Video impairment degree is associated with packet loss, shows that the packet loss index of mobile network determines the video impairment degree index of Consumer's Experience, the video impairment degree associated data information that just can be formed with packet loss index be index.Then video definition associated data information and video impairment degree associated data information are all stored in linked database.
When emulation platform is in the face of simulating scenes, when obtaining simulation result, from simulation result, extract the data of specific radio index.The packet of specific radio index is containing the time delay and the SNR that determine video definition; And determine the packet loss of video impairment degree.
From linked database, corresponding video definition can be inquired about by the data (time delay and SNR) of specific radio index; Corresponding video impairment degree can be inquired about by the data (packet loss) of specific radio index.User's subjective feeling that the data of described specific radio index are corresponding can be determined by Consumer's Experience achievement data (video definition and video impairment degree).
When emulation platform is in the face of simulating scenes, also oppositely, when spending according to the video impairment receiving user's input, the packet loss W be associated with the video impairment degrees of data that described user inputs can be inquired about from linked database
1; When obtaining simulation result, from simulation result, extract the delay data W ' that the video definition data that input with described user are associated
1.
Because packet loss is larger, video impairment is more serious.If so W '
1be greater than W
1, then simulation result does not meet the video impairment degrees of data requirement of user's input, needs further lift technique to reduce packet loss W '
1.
If W '
1be less than or equal to W
1, then simulation result meets the video impairment degrees of data requirement of user's input.
Equally, according to when receiving the video definition data of user's input, the delay data W that is associated with the video definition data that described user inputs can be inquired about from linked database
1with SNR data W
2.
When obtaining simulation result, from simulation result, extract the delay data W ' that the video definition data that input with described user are associated
1with SNR data W '
2.
Contrast delay data W
1with SNR data W
2, and delay data W '
1with SNR data W '
2can determine whether simulation result meets user's input video definition data demand, and determine parameter modification scope or skill upgrading amplitude.
Fig. 4 is mobile network's wireless index is associated an emulation platform embodiment of mating by the present invention schematic diagram with Consumer's Experience.As shown in Figure 4, comprise experience test data receiving element 401, data matching unit 402, associate and set up unit 403 and linked database 404, wherein:
Experience test data receiving element 401, for receiving at least one mobile network's wireless index data and at least one Consumer's Experience achievement data that user terminal provides.
Wherein, described mobile network's wireless index data are the wireless index parameter that user terminal is measured under current mobile network environment, and described Consumer's Experience achievement data is the subjective experience data of user under user terminal is in current mobile network environment.Consumer's Experience achievement data can quantization means.
As shown in table 1, described mobile network's wireless index data can include but not limited to level, SNR(Signal Noise Ratio, signal to noise ratio), time delay, packet loss, upstream rate and downstream rate.Described Consumer's Experience achievement data can include but not limited to video definition and video impairment degree.Wherein, video definition can quantization means, such as, be well 1, in be 2, difference is 3 etc.
Data matching unit 402, obtains the mobile network's wireless index be associated with each Consumer's Experience index for utilizing clustering algorithm.
Wherein, those skilled in the art can adopt the aggregating algorithms such as K-MEANS algorithm to obtain the mobile network's wireless index be associated with each Consumer's Experience index, no longer launch here the mobile network's wireless index how carrying out being polymerized and process and obtain each Consumer's Experience index and be associated is described.
Association sets up unit 403, for the data message that is associated.Wherein associated data information comprises at least one Consumer's Experience achievement data described, and the mobile network's wireless index data be associated with each Consumer's Experience achievement data.
Linked database 404, for storing associated data information.
What provide based on the above embodiment of the present invention associates mobile network's wireless index the emulation platform mated with Consumer's Experience, by carrying out cluster analysis to the Consumer's Experience achievement data received and mobile network's wireless index data, Consumer's Experience achievement data and mobile network's wireless index data are mated, the relation between emulated communication scenes and user's subjective satisfaction can be drawn, for future provides infrastest platform for the research of user satisfaction.
Fig. 5 is mobile network's wireless index is associated another embodiment of emulation platform of mating by the present invention schematic diagram with Consumer's Experience.Compared with embodiment illustrated in fig. 4, in the embodiment shown in fig. 5, emulation platform also comprises the first query unit 501, simulation unit 502, wherein:
Simulation unit 502, for emulating for the simulating scenes of specifying, when obtaining simulation result, extracting the data of specific radio index, and the data of specific radio index is sent to the first query unit 501 from simulation result.
Preferably, the simulating scenes of specifying can refer to skill upgrading or the network optimization, such as, to 4G(forth generation mobile communication technology) simulating scenes.The data of specific radio index refer to the wireless index data determining Consumer's Experience index in associated data information.
First query unit 501, for from linked database 404, inquires about the Consumer's Experience achievement data be associated with the data of described specific radio index, using user's subjective feeling that the data of specific radio index described under simulated environment are corresponding.
Described emulation platform can extract the data of specific radio index from simulation result, described specific radio index is used to carry out matching inquiry to linked database, under just can obtaining particular dummy scene, as skill upgrading or the network optimization, the subjective feeling of corresponding user.
Preferably, described emulation platform can also comprise parameter configuration unit 503, second query unit 504, comparing unit 505, wherein:
Parameter configuration unit 503, for receiving the Consumer's Experience achievement data of user's input.Wherein, user can be test subscriber, also can be manager or the system maintenance side of emulation platform.
Second query unit 504, during for receiving the Consumer's Experience achievement data of user's input in parameter configuration unit, inquires about mobile network's wireless index data W of being associated with the Consumer's Experience achievement data that described user inputs from linked database
iand mobile network's wireless index data Wi is sent to comparing unit 505, wherein 1≤i≤M, M is the quantity of mobile network's wireless index that the Consumer's Experience achievement data inputted with described user is associated, and indicates simulation unit to emulate for the simulating scenes of specifying.
Simulation unit 502 is also for the instruction according to the second query unit, the simulating scenes of specifying is emulated, when obtaining simulation result, from simulation result, extract mobile network's wireless index data W ' that the Consumer's Experience achievement data that inputs with described user is associated
i, and by mobile network's wireless index data W '
isend to comparing unit 505.
Comparing unit 505, for by data W
iwith data W '
icompare, to determine whether simulation result meets the Consumer's Experience achievement data requirement of user's input.
Based on described emulation platform, can oppositely for specific Consumer's Experience achievement data, bid associated data storehouse obtains corresponding mobile network's wireless index data W
i, by the mobile network's wireless index data W ' extracted in itself and simulation result
icontrast, and then determine required parameter modification scope or skill upgrading amplitude by emulation.
Fig. 6 is mobile network's wireless index is associated a system embodiment of mating by the present invention schematic diagram with Consumer's Experience.Described system comprises user terminal 601 and emulation platform 602, wherein:
User terminal 601, for sending to emulation platform 602 by least one mobile network's wireless index data and at least one Consumer's Experience achievement data.Wherein said mobile network's wireless index data are the wireless index parameter that user terminal is measured under current mobile network environment, and described Consumer's Experience achievement data is the subjective experience data of user under user terminal is in current mobile network environment.
Emulation platform 602, for receiving at least one mobile network's wireless index data and at least one Consumer's Experience achievement data that user terminal 601 provides, clustering algorithm is utilized to obtain the mobile network's wireless index be associated with each Consumer's Experience index, be associated data message, wherein associated data information comprises at least one Consumer's Experience achievement data described, and the mobile network's wireless index data to be associated with each Consumer's Experience achievement data, associated data information is stored in linked database.
What provide based on the above embodiment of the present invention associates the system of mating by mobile network's wireless index with Consumer's Experience, by carrying out cluster analysis to Consumer's Experience achievement data and mobile network's wireless index data, Consumer's Experience achievement data and mobile network's wireless index data are mated, the relation between emulated communication scenes and user's subjective satisfaction can be drawn, for future provides infrastest platform for the research of user satisfaction.
Preferably, described emulation platform 602 can be the emulation platform in Fig. 4 or Fig. 5 shown in any embodiment.
For brevity, a user terminal is only gived in figure 6.Those skilled in the art are scrutable, and multiple user terminal and emulation platform can be had to carry out alternately.
Described on end, there is following beneficial effect in the preferred embodiments of the present invention:
1, the present invention is by carrying out cluster analysis to Consumer's Experience achievement data and mobile network's wireless index data, Consumer's Experience achievement data and mobile network's wireless index data are mated, the relation between emulated communication scenes and user's subjective satisfaction can be drawn, for future provides infrastest platform for the research of user satisfaction.
2, the present invention can extract the data of specific radio index from simulation result, described specific radio index is used to carry out matching inquiry to linked database, under just can obtaining particular dummy scene, as skill upgrading or the network optimization, the subjective feeling of corresponding user.
3, the present invention can also oppositely for specific Consumer's Experience achievement data, and bid associated data storehouse obtains corresponding mobile network's wireless index data W
i, by the mobile network's wireless index data W ' extracted in itself and simulation result
icontrast, and then determine required parameter modification scope or skill upgrading amplitude by emulation.
One of ordinary skill in the art will appreciate that all or part of step realizing above-described embodiment can have been come by hardware, the hardware that also can carry out instruction relevant by program completes, described program can be stored in a kind of computer-readable recording medium, the above-mentioned storage medium mentioned can be read-only memory, disk or CD etc.
Claims (8)
1. mobile network's wireless index is associated a method of mating with Consumer's Experience, it is characterized in that, comprising:
At least one mobile network's wireless index data that reception user terminal provides and at least one Consumer's Experience achievement data, wherein said mobile network's wireless index data are the wireless index parameter that user terminal is measured under current mobile network environment, and described Consumer's Experience achievement data is the subjective experience data of user under user terminal is in current mobile network environment;
Clustering algorithm is utilized to obtain the mobile network's wireless index be associated with each Consumer's Experience index;
Be associated data message, and wherein associated data information comprises at least one Consumer's Experience achievement data described, and the mobile network's wireless index data be associated with each Consumer's Experience achievement data, associated data information is stored in linked database.
2. method according to claim 1, is characterized in that, described method also comprises:
The simulating scenes of specifying being emulated, when obtaining simulation result, from simulation result, extracting the data of specific radio index;
From linked database, inquire about the Consumer's Experience achievement data be associated with the data of described specific radio index, using user's subjective feeling that the data of specific radio index described under simulated environment are corresponding.
3. method according to claim 2, is characterized in that, described method also comprises:
When receiving the Consumer's Experience achievement data of user's input, from linked database, inquire about the mobile network's wireless index data W be associated with the Consumer's Experience achievement data that described user inputs
i, wherein 1≤i≤M, M is the quantity of mobile network's wireless index that the Consumer's Experience achievement data inputted with described user is associated;
The simulating scenes of specifying being emulated, when obtaining simulation result, from simulation result, extracting mobile network's wireless index data W ' that the Consumer's Experience achievement data that inputs with described user is associated
i;
By data W
iwith data W '
icompare, to determine whether simulation result meets the Consumer's Experience achievement data requirement of user's input.
4. mobile network's wireless index is associated the emulation platform mated with Consumer's Experience, it is characterized in that, comprise experience test data receiving element, data matching unit, association set up unit and linked database, wherein:
Experience test data receiving element, for receiving at least one mobile network's wireless index data and at least one Consumer's Experience achievement data that user terminal provides, wherein said mobile network's wireless index data are the wireless index parameter that user terminal is measured under current mobile network environment, and described Consumer's Experience achievement data is the subjective experience data of user under user terminal is in current mobile network environment;
Data matching unit, obtains the mobile network's wireless index be associated with each Consumer's Experience index for utilizing clustering algorithm;
Unit is set up in association, and for the data message that is associated, wherein associated data information comprises at least one Consumer's Experience achievement data described, and the mobile network's wireless index data be associated with each Consumer's Experience achievement data;
Linked database, for storing associated data information.
5. emulation platform according to claim 4, is characterized in that, also comprises simulation unit, the first query unit, wherein:
Simulation unit, for emulating for the simulating scenes of specifying, when obtaining simulation result, extracts the data of specific radio index from simulation result;
First query unit, for from linked database, inquires about the Consumer's Experience achievement data be associated with the data of described specific radio index, using user's subjective feeling that the data of specific radio index described under simulated environment are corresponding.
6. emulation platform according to claim 5, is characterized in that, also comprises parameter configuration unit, the second query unit, comparing unit, wherein:
Parameter configuration unit, for receiving the Consumer's Experience achievement data of user's input;
Second query unit, during for receiving the Consumer's Experience achievement data of user's input in parameter configuration unit, inquires about mobile network's wireless index data W of being associated with the Consumer's Experience achievement data that described user inputs from linked database
i, wherein 1≤i≤M, M is the quantity of mobile network's wireless index that the Consumer's Experience achievement data inputted with described user is associated, and indicates simulation unit to emulate for the simulating scenes of specifying;
Simulation unit is also for the instruction according to the second query unit, the simulating scenes of specifying is emulated, when obtaining simulation result, from simulation result, extract mobile network's wireless index data W ' that the Consumer's Experience achievement data that inputs with described user is associated
i;
Comparing unit, for by data W
iwith data W '
icompare, to determine whether simulation result meets the Consumer's Experience achievement data requirement of user's input.
7. mobile network's wireless index is associated a system of mating with Consumer's Experience, it is characterized in that, comprise user terminal and emulation platform, wherein:
User terminal, for at least one mobile network's wireless index data and at least one Consumer's Experience achievement data are sent to emulation platform, wherein said mobile network's wireless index data are the wireless index parameter that user terminal is measured under current mobile network environment, and described Consumer's Experience achievement data is the subjective experience data of user under user terminal is in current mobile network environment;
Emulation platform, for receiving at least one mobile network's wireless index data and at least one Consumer's Experience achievement data that user terminal provides, clustering algorithm is utilized to obtain the mobile network's wireless index be associated with each Consumer's Experience index, be associated data message, wherein associated data information comprises at least one Consumer's Experience achievement data described, and the mobile network's wireless index data to be associated with each Consumer's Experience achievement data, associated data information is stored in linked database.
8. system according to claim 7, is characterized in that,
The emulation platform that emulation platform relates to any one of claim 4-6.
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105517087A (en) * | 2015-12-07 | 2016-04-20 | 中国联合网络通信集团有限公司 | User perception assessment method and device |
| CN106357445A (en) * | 2016-09-20 | 2017-01-25 | 腾讯科技（深圳）有限公司 | User experience monitoring method and monitoring server |
| CN115412762A (en) * | 2021-05-26 | 2022-11-29 | 中国移动通信有限公司研究院 | Data processing method, device and equipment of video service and storage medium |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101562830A (en) * | 2009-04-20 | 2009-10-21 | 深圳市优网科技有限公司 | Client perception evaluating method and system |
| CN102143507A (en) * | 2010-11-23 | 2011-08-03 | 北京中创信测科技股份有限公司 | Method and system for monitoring service quality, and analytical method and system therefor |
| CN102355691A (en) * | 2011-06-30 | 2012-02-15 | 北京中创信测科技股份有限公司 | User experience quality sensing method of mobile data network |
| CN102546965A (en) * | 2012-01-11 | 2012-07-04 | 华为技术有限公司 | Voice business quality correlation analysis method, device and system |
-
2013
- 2013-09-10 CN CN201310409325.0A patent/CN104427546B/en active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101562830A (en) * | 2009-04-20 | 2009-10-21 | 深圳市优网科技有限公司 | Client perception evaluating method and system |
| CN102143507A (en) * | 2010-11-23 | 2011-08-03 | 北京中创信测科技股份有限公司 | Method and system for monitoring service quality, and analytical method and system therefor |
| CN102355691A (en) * | 2011-06-30 | 2012-02-15 | 北京中创信测科技股份有限公司 | User experience quality sensing method of mobile data network |
| CN102546965A (en) * | 2012-01-11 | 2012-07-04 | 华为技术有限公司 | Voice business quality correlation analysis method, device and system |
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105517087A (en) * | 2015-12-07 | 2016-04-20 | 中国联合网络通信集团有限公司 | User perception assessment method and device |
| CN105517087B (en) * | 2015-12-07 | 2019-01-15 | 中国联合网络通信集团有限公司 | User perceives the method and device of assessment |
| CN106357445A (en) * | 2016-09-20 | 2017-01-25 | 腾讯科技（深圳）有限公司 | User experience monitoring method and monitoring server |
| CN106357445B (en) * | 2016-09-20 | 2019-05-31 | 腾讯科技（深圳）有限公司 | A kind of user experience monitoring method and monitoring server |
| CN115412762A (en) * | 2021-05-26 | 2022-11-29 | 中国移动通信有限公司研究院 | Data processing method, device and equipment of video service and storage medium |
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|---|---|
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