CN108184008A - A kind of terminal Communication Performance Evaluation method and apparatus - Google Patents
A kind of terminal Communication Performance Evaluation method and apparatus Download PDFInfo
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- CN108184008A CN108184008A CN201611125150.0A CN201611125150A CN108184008A CN 108184008 A CN108184008 A CN 108184008A CN 201611125150 A CN201611125150 A CN 201611125150A CN 108184008 A CN108184008 A CN 108184008A
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Abstract
The embodiment of the present invention provides a kind of terminal Communication Performance Evaluation method and apparatus, which includes the communication data of multiple terminals of the same target model of acquisition in use；The communication data of each terminal is analyzed according to preset analysis rule, obtains the Communication Performance Evaluation result of the terminal of target model；Using the above scheme, the large capacity and high throughput of abundant employing wireless big data, combine multiple terminals of same target model collected communication data of multiple network elements in use, the communication data of each terminal is analyzed according to preset analysis rule, use reliable analysis method, it more accurately obtains the integrated communication performance evaluation result of the terminal of target model when in use, solves the problems, such as in the prior art without carrying out Communication Performance Evaluation for terminal.
Description
Technical field
The present invention relates to field of communication technology more particularly to a kind of terminal Communication Performance Evaluation method and apparatus.
Background technology
With the development of science and technology, requirement of the user to communication performances such as speech quality, the networking speeds of mobile phone is higher and higher,
However there is presently no the methods that Communication Performance Evaluation is carried out for mobile phone.
It is those skilled in the art in view of the above-mentioned problems, proposing a kind of method that Communication Performance Evaluation is carried out for terminal
The technical issues of urgently to be resolved hurrily.
Invention content
The embodiment of the present invention mainly solving the technical problems that, a kind of terminal Communication Performance Evaluation method and apparatus are provided,
It solves the problems, such as in the prior art without carrying out Communication Performance Evaluation for terminal.
In order to solve the above technical problems, the embodiment of the present invention provides a kind of terminal Communication Performance Evaluation method, including：
Acquire the communication data of multiple terminals of same target model in use；
The communication data of each terminal is analyzed according to preset analysis rule, obtains the communication of the terminal of target model
Performance evaluation result.
In order to solve the above technical problems, the embodiment of the present invention provides a kind of terminal Communication Performance Evaluation device, including：
Acquisition module, for acquiring the communication data of multiple terminals of same target model in use；
Analysis module for being analyzed according to preset analysis rule the communication data of each terminal, obtains object type
Number terminal Communication Performance Evaluation result.
In order to solve the above technical problems, the embodiment of the present invention provides a kind of terminal Communication Performance Evaluation device, including：
Processor and memory, memory memory contain multiple instruction to realize terminal Communication Performance Evaluation method, processing
Device performs multiple instruction to realize：
Acquire the communication data of multiple terminals of same target model in use；
The communication data of each terminal is analyzed according to preset analysis rule, obtains the communication of the terminal of target model
Performance evaluation result.
In order to solve the above technical problems, the embodiment of the present invention also provides a kind of computer storage media, computer storage is situated between
Computer executable instructions are stored in matter, computer executable instructions are used to perform above-mentioned terminal Communication Performance Evaluation side
Method.
The beneficial effects of the invention are as follows：
A kind of terminal Communication Performance Evaluation method and apparatus provided according to embodiments of the present invention, the terminal communication performance are commented
Estimate method and include the communication data of multiple terminals of the same target model of acquisition in use；According to preset analysis rule
The communication data of each terminal is analyzed, obtains the Communication Performance Evaluation result of the terminal of target model；Using the above scheme,
The large capacity and high throughput of abundant employing wireless big data, the multiple terminals for combining same target model are using process
In multiple collected communication datas of network element, the communication data of each terminal is analyzed according to preset analysis rule, use
Be reliable analysis method, more accurately obtain the integrated communication performance evaluation result of the terminal of target model when in use,
It solves the problems, such as in the prior art without carrying out Communication Performance Evaluation for terminal.
Description of the drawings
Fig. 1 is the flow chart of a kind of terminal Communication Performance Evaluation method that the embodiment of the present invention one provides；
Fig. 2 is a kind of schematic diagram of terminal Communication Performance Evaluation device provided by Embodiment 2 of the present invention；
Fig. 3 is the schematic diagram of another terminal Communication Performance Evaluation device provided by Embodiment 2 of the present invention；
Fig. 4 is the schematic diagram of another terminal Communication Performance Evaluation device that the embodiment of the present invention three provides.
Specific embodiment
The embodiment of the present invention is described in further detail below by specific embodiment combination attached drawing.
Embodiment one
The present embodiment provides a kind of terminal Communication Performance Evaluation methods, and referring to Fig. 1, Fig. 1 is one kind provided in this embodiment
The flow chart of terminal Communication Performance Evaluation method, the terminal Communication Performance Evaluation method include the following steps：
S101：Acquire the communication data of multiple terminals of same target model in use.
Illustratively, the number for acquiring the terminal of same target model can be 1,000,000,10,000,000 etc..
Wherein, terminal is the terminal with communication capacity, and illustratively, terminal can be smart mobile phone, PAD (tablet electricity
Brain) etc. mobile terminals, can also be the internet-of-things terminals such as wearable device.
Wherein, the communication data of multiple terminals of same target model in use can by base station system with
Lower four network elements are acquired：ENB (Evolved Node B, evolved Node B), MME (Mobility Management
Entity, mobility management entity), SGW (Serving GateWay, gateway), PGW (PDN GateWay, PDN nets
It closes).
Wherein, the function of eNB includes：Airlink connection is provided in a communication network, wireless signal modulation demodulates, wireless
The functions such as resource allocation, user management.
The function of MME includes：There is provided in a communication network user's context management, user mobility control, authentication,
The functions such as roaming.
The function of SGW includes：In a communication network, the routing and forwarding of data packet, Ji Jiangjie are carried out under the control of MME
The user data received is transmitted to the PGW network elements specified, and because it is GTP protocol data packets to send and receive, thus also not
It needs to carry out format conversion to data packet, briefly SGW is exactly the bi-directional transfer path of GTP protocol data packets.
The function of PGW includes：The session management of user and carrying control, data forwarding, IP are provided in a communication network
Location is distributed.
Wherein, communication data includes wireless connection control flow data, the 3GPP (3rd terminal in use
Generation Partnership Project, third generation partner program) protocal layers data, IP packet in agreement
Data, user terminal information, HTTP (HyperText Transfer Protocol, hypertext transfer protocol) data, DNS
The data informations such as (Domain Name System, domain name resolution server) data.
Such as user, during using terminal is made a phone call, the protocal layers in 3GPP agreements can generate and the terminal-pair
The data answered.
User terminal information includes user terminal type information, such as is then user mobile phone model when terminal is mobile phone
Information.
Big data group system obtains the more of the collected same target model of eNB, MME, SGW, PGW in base station system
The communication data of a terminal obtains each association in terminal wireless connection control flow data in use, 3GPP agreements
Discuss the data informations such as layer data, IP packet data, user terminal information, HTTP, data, DNS, data.Wherein, using depth solution
Analysis technology parses user data package from SGW, and user terminal type information is parsed from MME, forms complete data
Collection.
Wherein, big data group system provided in this embodiment can be the big data software based on Spark platform constructions
Processing center can be realized and catch packet unpacking, data loading cleaning, data storage, big data operation etc. using deep analysis technology
Function.
Wherein, Spark is that UC Berkeley AMP lab (the AMP laboratories of University of California Berkeley) are increased income
Class Hadoop MapReduce universal parallel frame.
After the communication data of multiple terminals of same target model in use is collected, to communication data into
It goes and cleans, i.e., communication data is carried out examining and verifying again, it is therefore intended that mistake existing for deletion duplicate message, correction, and
Data consistency is provided.
After communication data is cleaned, the communication data after cleaning is stored in big data group system.
S102：The communication data of each terminal is analyzed according to preset analysis rule, obtains the terminal of target model
Communication Performance Evaluation result.
Wherein, analysis rule includes at least one performance evaluation item and analyzes son correspondingly with each performance evaluation item
Rule.
Each performance evaluation item just can be directly parsed from the communication data after cleaning.
Analysis sub-rule includes analyzing performance evaluation item by preset Performance Evaluation Model.
Wherein, Performance Evaluation Model is established according to each performance evaluation item and its corresponding weight.
Wherein, analysis is carried out to performance evaluation item by preset Performance Evaluation Model to include：According to each performance evaluation
The Communication Performance Evaluation result of the terminal of target model is calculated in item and its corresponding weight.
Each performance evaluation item has its corresponding weighted value, and the setting of weighted value can be set according to actual demand
It puts.
According to each performance evaluation item and the corresponding weighted value of each performance evaluation item, the terminal of target model is calculated
Communication Performance Evaluation result.
Performance evaluation item includes wireless signal demodulation performance, data connection time delay, voice call quality, data service sense
Know, at least one of communication protocol failure ratio.
Wherein, wireless signal demodulation performance：Including RSRP (Reference Signal Receiving Power, reference
Signal reception power), RSRQ (Reference Signal Receiving Quality, Reference Signal Received Quality), SINR
(Signal to Interference plus Noise Ratio, Signal to Interference plus Noise Ratio) etc., the performance evaluation item body
The base band of terminal and radio-frequency receiving-transmitting ability are showed.
Data connection time delay：Time delay index understands some differences for different business, for common web-browsing service, then
It is first including TCP (Transmission Control Protocol transmission control protocols) link setup time delay, TCP GET time delays, webpage
Packet delay, webpage open time delay etc., which embodies the processing capacity of terminal system.
Voice call quality：Including the quality index such as speech business percent of call completed, call echo, noise, noiseless, the performance point
Analysis item embodies terminal speech processing capacity.
Data service perceives：Including such as data successful connection rate, cutting off rate, uplink and downlink rate, data connection time delay, video
Interim card, message send data targets, the performance evaluation items such as success rate, TCP GET success rates, TCP POST success rates and embody
Overall recognition during user's using terminal.
Wherein, TCP GET refer to obtain data from specified server；TCP POST refer to submit data to specifying
Server process.
Communication protocol failure ratio：The place of agreement flow when the performance evaluation item is by communicating to terminal and network system
The analysis statistics of the wrong scene of reason, obtains the protocol malfunctions ratio that terminal causes, which embodies terminal processes and lead to
Believe agreement process ability.
In one embodiment, performance evaluation item is simultaneously including following five：Wireless signal demodulation performance, data connection
Time delay, voice call quality, data service perception and communication protocol failure ratio；And wireless signal demodulation performance, the number of setting
Include according to connection time delay, voice call quality, data service perception, the corresponding weighted value of communication protocol failure ratio following two
One kind in mode：
Weighted value shared by mode one, wireless signal demodulation performance is 15%, and weighted value shared by data connection time delay is 30%,
Weighted value shared by voice call quality is 15%, and weighted value shared by data service perception is 30%, communication protocol failure ratio institute
It is 10% to account for weighted value.
When employing mode one is calculated, the Communication Performance Evaluation result of the terminal of target model is：Wireless signal solution
Tonality can value be multiplied by the 15%, value plus data connection time delay be multiplied by the 30%, value plus voice call quality be multiplied by 15%,
In addition the value that data service perceives is multiplied by the 30%, value plus communication protocol failure ratio and is multiplied by the sum of 10%.
Weighted value shared by mode two, wireless signal demodulation performance is 10%, and weighted value shared by data connection time delay is 35%,
Weighted value shared by voice call quality is 15%, and weighted value shared by data service perception is 35%, communication protocol failure ratio institute
It is 5% to account for weighted value.
When employing mode two is calculated, the Communication Performance Evaluation result of the terminal of target model is：Wireless signal solution
Tonality can value be multiplied by the 10%, value plus data connection time delay be multiplied by the 35%, value plus voice call quality be multiplied by 15%,
In addition the value that data service perceives is multiplied by the 35%, value plus communication protocol failure ratio and is multiplied by the sum of 5%.
In one embodiment, Performance Evaluation Model is pre-established, wherein, Performance Evaluation Model is according to wireless signal solution
This five performance evaluations of tonality energy, data connection time delay, voice call quality, data service perception and communication protocol failure ratio
Item and its corresponding weight are established；
The Performance Evaluation Model includes：Wireless signal demodulation performance and its shared weighted value are 10%, data connection time delay
And its shared weighted value is 35%, voice call quality and its shared weighted value are 15%, and data service perceives and its shared power
Weight values are 35%, and communication protocol failure ratio and its shared weighted value are 5%；
After the communication data of multiple terminals of same target model in use is collected, according to preset point
Analysis rule analyzes the communication data of each terminal, obtains the Communication Performance Evaluation result of the terminal of target model；
Wherein, analysis rule includes：
Parsed from the communication data of each terminal of acquisition first wireless signal demodulation performance, data connection time delay,
This five performance analysis item of voice call quality, data service perception and communication protocol failure ratio；Illustratively, can take
The mode of the mean value of the corresponding performance evaluation item of each terminal obtains this final five performance analysis item；
Then it is analyzed again using analysis sub-rule corresponding with this five performance analysis item；Analyzing sub-rule can be
Analysis calculating is carried out to this five performance analysis item by the above-mentioned Performance Evaluation Model pre-established, i.e., according to this five individual character
Energy analysis item and this five corresponding weighted values of performance analysis item, the communication performance that the terminal of target model is calculated are commented
Estimate as a result, the Communication Performance Evaluation result of the i.e. terminal of target model is：The value of wireless signal demodulation performance is multiplied by 10%, adds
The value of data connection time delay is multiplied by that the 35%, value plus voice call quality is multiplied by 15%, the value that is perceived plus data service multiplies
The sum of 5% is multiplied by with 35%, plus the value of communication protocol failure ratio.
Optionally, it after the Communication Performance Evaluation result of the terminal of target model is obtained, further includes：Export target model
Terminal performance evaluation result, so that related personnel checks.
By the implementation of the present embodiment, the large capacity and high throughput of abundant employing wireless big data, combines same
Multiple terminals of target model collected communication data of multiple network elements in use, according to performance evaluation item and with it is each
Performance evaluation item analyzes sub-rule and the communication data of each terminal is analyzed correspondingly, uses reliable performance point
Analysis method more accurately obtains the integrated communication performance evaluation result of the terminal of target model when in use, solves existing skill
The problem of in art without carrying out Communication Performance Evaluation for terminal.
Embodiment two
The present embodiment provides a kind of terminal Communication Performance Evaluation devices, and referring to Fig. 2, Fig. 2 is one kind provided in this embodiment
The schematic diagram of terminal Communication Performance Evaluation device, the terminal Communication Performance Evaluation device include：Acquisition module 201, analysis module
202, wherein,
Acquisition module 201, for acquiring the communication data of multiple terminals of same target model in use.
Illustratively, the number for acquiring the terminal of same target model can be 1,000,000,10,000,000 etc..
Wherein, terminal is the terminal with communication capacity, and illustratively, terminal can be smart mobile phone, PAD (tablet electricity
Brain) etc. mobile terminals, can also be the internet-of-things terminals such as wearable device.
Wherein, the communication data of multiple terminals of same target model in use can by base station system with
Lower four network elements are acquired：eNB、MME、SGW、PGW.
Wherein, the function of eNB includes：Airlink connection is provided in a communication network, wireless signal modulation demodulates, wireless
The functions such as resource allocation, user management.
The function of MME includes：There is provided in a communication network user's context management, user mobility control, authentication,
The functions such as roaming.
The function of SGW includes：In a communication network, the routing and forwarding of data packet, Ji Jiangjie are carried out under the control of MME
The user data received is transmitted to the PGW network elements specified, and because it is GTP protocol data packets to send and receive, thus also not
It needs to carry out format conversion to data packet, briefly SGW is exactly the bi-directional transfer path of GTP protocol data packets.
The function of PGW includes：The session management of user and carrying control, data forwarding, IP are provided in a communication network
Location is distributed.
Wherein, communication data includes each in terminal wireless connection control flow data in use, 3GPP agreements
The data informations such as Protocol layer data, IP packet data, user terminal information, HTTP data, DNS data.
Such as user, during using terminal is made a phone call, the protocal layers in 3GPP agreements can generate and the terminal-pair
The data answered.
User terminal information includes user terminal type information, such as is then user mobile phone model when terminal is mobile phone
Information.
Big data group system obtains the more of the collected same target model of eNB, MME, SGW, PGW in base station system
The communication data of a terminal obtains each association in terminal wireless connection control flow data in use, 3GPP agreements
Discuss the data informations such as layer data, IP packet data, user terminal information, HTTP, data, DNS, data.Wherein, using depth solution
Analysis technology parses user data package from SGW, and user terminal type information is parsed from MME, forms complete data
Collection.
Wherein, big data group system provided in this embodiment can be the big data software based on Spark platform constructions
Processing center can be realized and catch packet unpacking, data loading cleaning, data storage, big data operation etc. using deep analysis technology
Function.
After the communication data of multiple terminals of same target model in use is collected, to communication data into
It goes and cleans, i.e., communication data is carried out examining and verifying again, it is therefore intended that mistake existing for deletion duplicate message, correction, and
Data consistency is provided.
After communication data is cleaned, the communication data after cleaning is stored in big data group system.
Analysis module 202 for being analyzed according to preset analysis rule the communication data of each terminal, obtains target
The Communication Performance Evaluation result of the terminal of model.
Wherein, analysis rule includes at least one performance evaluation item and analyzes son correspondingly with each performance evaluation item
Rule.
Each performance evaluation item just can be directly parsed from the communication data after cleaning.
Analysis sub-rule includes analyzing performance evaluation item by preset Performance Evaluation Model.
Wherein, Performance Evaluation Model is established according to each performance evaluation item and its corresponding weight.
Wherein, analysis is carried out to performance evaluation item by preset Performance Evaluation Model to include：According to each performance evaluation
The Communication Performance Evaluation result of the terminal of target model is calculated in item and its corresponding weight.
Each performance evaluation item has its corresponding weighted value, and the setting of weighted value can be set according to actual demand
It puts.
According to each performance evaluation item and the corresponding weighted value of each performance evaluation item, the terminal of target model is calculated
Communication Performance Evaluation result.
Performance evaluation item includes wireless signal demodulation performance, data connection time delay, voice call quality, data service sense
Know, at least one of communication protocol failure ratio.
Wherein, wireless signal demodulation performance：Including RSRP, RSRQ, SINR etc., which embodies the base of terminal
Band and radio-frequency receiving-transmitting ability.
Data connection time delay：Time delay index understands some differences for different business, for common web-browsing service, then
Time delay etc. is opened including TCP link setups time delay, TCP GET time delays, webpage first packet time delay, webpage, which embodies end
The processing capacity of end system.
Voice call quality：Including the quality index such as speech business percent of call completed, call echo, noise, noiseless, the performance point
Analysis item embodies terminal speech processing capacity.
Data service perceives：Including such as data successful connection rate, cutting off rate, uplink and downlink rate, data connection time delay, video
Interim card, message send data targets, the performance evaluation items such as success rate, TCP GET success rates, TCP POST success rates and embody
Overall recognition during user's using terminal.
Wherein, TCP GET refer to obtain data from specified server；TCP POST refer to submit data to specifying
Server process.
Communication protocol failure ratio：The place of agreement flow when the performance evaluation item is by communicating to terminal and network system
The analysis statistics of the wrong scene of reason, obtains the protocol malfunctions ratio that terminal causes, which embodies terminal processes and lead to
Believe agreement process ability.
In one embodiment, performance evaluation item is simultaneously including following five：Wireless signal demodulation performance, data connection
Time delay, voice call quality, data service perception and communication protocol failure ratio；And wireless signal demodulation performance, the number of setting
Include according to connection time delay, voice call quality, data service perception, the corresponding weighted value of communication protocol failure ratio following two
One kind in mode：
Weighted value shared by mode one, wireless signal demodulation performance is 15%, and weighted value shared by data connection time delay is 30%,
Weighted value shared by voice call quality is 15%, and weighted value shared by data service perception is 30%, communication protocol failure ratio institute
It is 10% to account for weighted value.
When employing mode one is calculated, the Communication Performance Evaluation result of the terminal of target model is：Wireless signal solution
Tonality can value be multiplied by the 15%, value plus data connection time delay be multiplied by the 30%, value plus voice call quality be multiplied by 15%,
In addition the value that data service perceives is multiplied by the 30%, value plus communication protocol failure ratio and is multiplied by the sum of 10%.
Weighted value shared by mode two, wireless signal demodulation performance is 10%, and weighted value shared by data connection time delay is 35%,
Weighted value shared by voice call quality is 15%, and weighted value shared by data service perception is 35%, communication protocol failure ratio institute
It is 5% to account for weighted value.
When employing mode two is calculated, the Communication Performance Evaluation result of the terminal of target model is：Wireless signal solution
Tonality can value be multiplied by the 10%, value plus data connection time delay be multiplied by the 35%, value plus voice call quality be multiplied by 15%,
In addition the value that data service perceives is multiplied by the 35%, value plus communication protocol failure ratio and is multiplied by the sum of 5%.
In one embodiment, Performance Evaluation Model is pre-established, wherein, Performance Evaluation Model is according to wireless signal solution
This five performance evaluations of tonality energy, data connection time delay, voice call quality, data service perception and communication protocol failure ratio
Item and its corresponding weight are established；
The Performance Evaluation Model includes：Wireless signal demodulation performance and its shared weighted value are 10%, data connection time delay
And its shared weighted value is 35%, voice call quality and its shared weighted value are 15%, and data service perceives and its shared power
Weight values are 35%, and communication protocol failure ratio and its shared weighted value are 5%；
After the communication data of multiple terminals of same target model in use is collected, according to preset point
Analysis rule analyzes the communication data of each terminal, obtains the Communication Performance Evaluation result of the terminal of target model；
Wherein, analysis rule includes：
Parsed from the communication data of each terminal of acquisition first wireless signal demodulation performance, data connection time delay,
This five performance analysis item of voice call quality, data service perception and communication protocol failure ratio；Illustratively, can take
The mode of the mean value of the corresponding performance evaluation item of each terminal obtains this final five performance analysis item；
Then it is analyzed again using analysis sub-rule corresponding with this five performance analysis item；Analyzing sub-rule can be
Analysis calculating is carried out to this five performance analysis item by the above-mentioned Performance Evaluation Model pre-established, i.e., according to this five individual character
Energy analysis item and this five corresponding weighted values of performance analysis item, the communication performance that the terminal of target model is calculated are commented
Estimate as a result, the Communication Performance Evaluation result of the i.e. terminal of target model is：The value of wireless signal demodulation performance is multiplied by 10%, adds
The value of data connection time delay is multiplied by that the 35%, value plus voice call quality is multiplied by 15%, the value that is perceived plus data service multiplies
The sum of 5% is multiplied by with 35%, plus the value of communication protocol failure ratio.
Optionally, referring to Fig. 3, Fig. 3 is the schematic diagram of another terminal Communication Performance Evaluation device provided in this embodiment,
The terminal Communication Performance Evaluation device further includes output module 203, for obtaining the terminal of target model in analysis module 202
After Communication Performance Evaluation result, the performance evaluation result of the terminal of target model is exported, so that related personnel checks.
By the implementation of the present embodiment, the large capacity and high throughput of abundant employing wireless big data, combines same
Multiple terminals of target model collected communication data of multiple network elements in use, according to performance evaluation item and with it is each
Performance evaluation item analyzes sub-rule and the communication data of each terminal is analyzed correspondingly, uses reliable performance point
Analysis method more accurately obtains the integrated communication performance evaluation result of the terminal of target model when in use, solves existing skill
The problem of in art without carrying out Communication Performance Evaluation for terminal.
Embodiment three
The present embodiment provides a kind of terminal Communication Performance Evaluation devices, and referring to Fig. 4, Fig. 4 is one kind provided in this embodiment
The schematic diagram of terminal Communication Performance Evaluation device, the terminal Communication Performance Evaluation device include：Processor 401 and memory 402,
Memory 402 can store software program that the processing performed by processor 401 and control operate etc., Huo Zheke
Temporarily to store oneself data (for example, communication data etc.) through exporting or will export.
Memory 402 can include the storage medium of at least one type, and storage medium includes flash memory, hard disk, multimedia
Card, card-type memory (for example, SD or DX memories etc.), random access storage device (RAM), static random-access memory
(SRAM), read-only memory (ROM), electrically erasable programmable read-only memory (EEPROM), programmable read only memory
(PROM), magnetic storage, disk, CD etc..
Processor 401 usually performs overall operation.Such as relevant control and the place such as the execution of processor 401 and data analysis
Reason.
402 memory of memory contains multiple instruction to realize a kind of terminal Communication Performance Evaluation method of embodiment, processing
Device 401 performs multiple instruction to realize：
Acquire the communication data of multiple terminals of same target model in use.
Illustratively, the number for acquiring the terminal of same target model can be 1,000,000,10,000,000 etc..
Wherein, terminal is the terminal with communication capacity, and illustratively, terminal can be smart mobile phone, PAD (tablet electricity
Brain) etc. mobile terminals, can also be the internet-of-things terminals such as wearable device.
Wherein, the communication data of multiple terminals of same target model in use can by base station system with
Lower four network elements are acquired：eNB、MME、SGW、PGW.
Wherein, the function of eNB includes：Airlink connection is provided in a communication network, wireless signal modulation demodulates, wireless
The functions such as resource allocation, user management.
The function of MME includes：There is provided in a communication network user's context management, user mobility control, authentication,
The functions such as roaming.
The function of SGW includes：In a communication network, the routing and forwarding of data packet, Ji Jiangjie are carried out under the control of MME
The user data received is transmitted to the PGW network elements specified, and because it is GTP protocol data packets to send and receive, thus also not
It needs to carry out format conversion to data packet, briefly SGW is exactly the bi-directional transfer path of GTP protocol data packets.
The function of PGW includes：The session management of user and carrying control, data forwarding, IP are provided in a communication network
Location is distributed.
Wherein, communication data includes each in terminal wireless connection control flow data in use, 3GPP agreements
The data informations such as Protocol layer data, IP packet data, user terminal information, HTTP data, DNS data.
Such as user, during using terminal is made a phone call, the protocal layers in 3GPP agreements can generate and the terminal-pair
The data answered.
User terminal information includes user terminal type information, such as is then user mobile phone model when terminal is mobile phone
Information.
Big data group system obtains the more of the collected same target model of eNB, MME, SGW, PGW in base station system
The communication data of a terminal obtains each association in terminal wireless connection control flow data in use, 3GPP agreements
Discuss the data informations such as layer data, IP packet data, user terminal information, HTTP, data, DNS, data.Wherein, using depth solution
Analysis technology parses user data package from SGW, and user terminal type information is parsed from MME, forms complete data
Collection.
Wherein, big data group system provided in this embodiment can be the big data software based on Spark platform constructions
Processing center can be realized and catch packet unpacking, data loading cleaning, data storage, big data operation etc. using deep analysis technology
Function.
After the communication data of multiple terminals of same target model in use is collected, to communication data into
It goes and cleans, i.e., communication data is carried out examining and verifying again, it is therefore intended that mistake existing for deletion duplicate message, correction, and
Data consistency is provided.
After communication data is cleaned, the communication data after cleaning is stored in big data group system.
The communication data of each terminal is analyzed according to preset analysis rule, obtains the communication of the terminal of target model
Performance evaluation result.
Wherein, analysis rule includes at least one performance evaluation item and analyzes son correspondingly with each performance evaluation item
Rule.
Each performance evaluation item just can be directly parsed from the communication data after cleaning.
Analysis sub-rule includes analyzing performance evaluation item by preset Performance Evaluation Model.
Wherein, Performance Evaluation Model is established according to each performance evaluation item and its corresponding weight.
Wherein, analysis is carried out to performance evaluation item by preset Performance Evaluation Model to include：According to each performance evaluation
The Communication Performance Evaluation result of the terminal of target model is calculated in item and its corresponding weight.
Each performance evaluation item has its corresponding weighted value, and the setting of weighted value can be set according to actual demand
It puts.
According to each performance evaluation item and the corresponding weighted value of each performance evaluation item, the terminal of target model is calculated
Communication Performance Evaluation result.
Performance evaluation item includes wireless signal demodulation performance, data connection time delay, voice call quality, data service sense
Know, at least one of communication protocol failure ratio.
Wherein, wireless signal demodulation performance：Including RSRP, RSRQ, SINR etc., which embodies the base of terminal
Band and radio-frequency receiving-transmitting ability.
Data connection time delay：Time delay index understands some differences for different business, for common web-browsing service, then
Time delay etc. is opened including TCP link setups time delay, TCP GET time delays, webpage first packet time delay, webpage, which embodies end
The processing capacity of end system.
Voice call quality：Including the quality index such as speech business percent of call completed, call echo, noise, noiseless, the performance point
Analysis item embodies terminal speech processing capacity.
Data service perceives：Including such as data successful connection rate, cutting off rate, uplink and downlink rate, data connection time delay, video
Interim card, message send data targets, the performance evaluation items such as success rate, TCP GET success rates, TCP POST success rates and embody
Overall recognition during user's using terminal.
Wherein, TCP GET refer to obtain data from specified server；TCP POST refer to submit data to specifying
Server process.
Communication protocol failure ratio：The place of agreement flow when the performance evaluation item is by communicating to terminal and network system
The analysis statistics of the wrong scene of reason, obtains the protocol malfunctions ratio that terminal causes, which embodies terminal processes and lead to
Believe agreement process ability.
In one embodiment, performance evaluation item is simultaneously including following five：Wireless signal demodulation performance, data connection
Time delay, voice call quality, data service perception and communication protocol failure ratio；And wireless signal demodulation performance, the number of setting
Include according to connection time delay, voice call quality, data service perception, the corresponding weighted value of communication protocol failure ratio following two
One kind in mode：
Weighted value shared by mode one, wireless signal demodulation performance is 15%, and weighted value shared by data connection time delay is 30%,
Weighted value shared by voice call quality is 15%, and weighted value shared by data service perception is 30%, communication protocol failure ratio institute
It is 10% to account for weighted value.
When employing mode one is calculated, the Communication Performance Evaluation result of the terminal of target model is：Wireless signal solution
Tonality can value be multiplied by the 15%, value plus data connection time delay be multiplied by the 30%, value plus voice call quality be multiplied by 15%,
In addition the value that data service perceives is multiplied by the 30%, value plus communication protocol failure ratio and is multiplied by the sum of 10%.
Weighted value shared by mode two, wireless signal demodulation performance is 10%, and weighted value shared by data connection time delay is 35%,
Weighted value shared by voice call quality is 15%, and weighted value shared by data service perception is 35%, communication protocol failure ratio institute
It is 5% to account for weighted value.
When employing mode two is calculated, the Communication Performance Evaluation result of the terminal of target model is：Wireless signal solution
Tonality can value be multiplied by the 10%, value plus data connection time delay be multiplied by the 35%, value plus voice call quality be multiplied by 15%,
In addition the value that data service perceives is multiplied by the 35%, value plus communication protocol failure ratio and is multiplied by the sum of 5%.
In one embodiment, Performance Evaluation Model is pre-established, wherein, Performance Evaluation Model is according to wireless signal solution
This five performance evaluations of tonality energy, data connection time delay, voice call quality, data service perception and communication protocol failure ratio
Item and its corresponding weight are established；
The Performance Evaluation Model includes：Wireless signal demodulation performance and its shared weighted value are 10%, data connection time delay
And its shared weighted value is 35%, voice call quality and its shared weighted value are 15%, and data service perceives and its shared power
Weight values are 35%, and communication protocol failure ratio and its shared weighted value are 5%；
After the communication data of multiple terminals of same target model in use is collected, according to preset point
Analysis rule analyzes the communication data of each terminal, obtains the Communication Performance Evaluation result of the terminal of target model；
Wherein, analysis rule includes：
Parsed from the communication data of each terminal of acquisition first wireless signal demodulation performance, data connection time delay,
This five performance analysis item of voice call quality, data service perception and communication protocol failure ratio；Illustratively, can take
The mode of the mean value of the corresponding performance evaluation item of each terminal obtains this final five performance analysis item；
Then it is analyzed again using analysis sub-rule corresponding with this five performance analysis item；Analyzing sub-rule can be
Analysis calculating is carried out to this five performance analysis item by the above-mentioned Performance Evaluation Model pre-established, i.e., according to this five individual character
Energy analysis item and this five corresponding weighted values of performance analysis item, the communication performance that the terminal of target model is calculated are commented
Estimate as a result, the Communication Performance Evaluation result of the i.e. terminal of target model is：The value of wireless signal demodulation performance is multiplied by 10%, adds
The value of data connection time delay is multiplied by that the 35%, value plus voice call quality is multiplied by 15%, the value that is perceived plus data service multiplies
The sum of 5% is multiplied by with 35%, plus the value of communication protocol failure ratio.
Optionally, it after the Communication Performance Evaluation result of the terminal of target model is obtained, further includes：Export target model
Terminal performance evaluation result, so that related personnel checks.
By the implementation of the present embodiment, the large capacity and high throughput of abundant employing wireless big data, combines same
Multiple terminals of target model collected communication data of multiple network elements in use, according to performance evaluation item and with it is each
Performance evaluation item analyzes sub-rule and the communication data of each terminal is analyzed correspondingly, uses reliable performance point
Analysis method more accurately obtains the integrated communication performance evaluation result of the terminal of target model when in use, solves existing skill
The problem of in art without carrying out Communication Performance Evaluation for terminal.
Obviously, those skilled in the art should be understood that each module of the embodiments of the present invention or each step can be used
General computing device realizes that they can concentrate on single computing device or be distributed in multiple computing device institutes
On the network of composition, optionally, they can be realized with the program code that computing device can perform, it is thus possible to by them
It is stored in storage medium (ROM/RAM, magnetic disc, CD) and is performed by computing device, and in some cases, it can be with not
Be same as sequence herein perform shown or described step or they are fabricated to respectively each integrated circuit modules or
Multiple modules in them or step are fabricated to single integrated circuit module to realize by person.So the present invention is not limited to appoint
What specific hardware and software combines.
The above content is the further descriptions made with reference to specific embodiment to the embodiment of the present invention, it is impossible to recognize
The specific implementation of the fixed present invention is confined to these explanations.For those of ordinary skill in the art to which the present invention belongs,
Without departing from the inventive concept of the premise, several simple deduction or replace can also be made, should all be considered as belonging to the present invention
Protection domain.
Claims (11)
1. a kind of terminal Communication Performance Evaluation method, including：
Acquire the communication data of multiple terminals of same target model in use；
The communication data of each terminal is analyzed according to preset analysis rule, obtains the communication of the terminal of the target model
Performance evaluation result.
2. terminal Communication Performance Evaluation method as described in claim 1, which is characterized in that the analysis rule includes at least one
A performance analysis item and sub-rule is analyzed correspondingly with each performance evaluation item.
3. terminal Communication Performance Evaluation method as claimed in claim 2, which is characterized in that the analysis sub-rule includes passing through
Preset Performance Evaluation Model analyzes performance evaluation item.
4. terminal Communication Performance Evaluation method as claimed in claim 3, which is characterized in that the Performance Evaluation Model is according to each
A performance analysis item and its corresponding weight are established；
It is described by preset Performance Evaluation Model to performance evaluation item carry out analysis include：According to each performance evaluation item and its
The Communication Performance Evaluation result of the terminal of the target model is calculated in corresponding weight.
5. such as claim 2 to 4 any one of them terminal Communication Performance Evaluation method, which is characterized in that the performance evaluation
Item includes wireless signal demodulation performance, data connection time delay, voice call quality, data service perception, communication protocol failure ratio
At least one of rate.
6. a kind of terminal Communication Performance Evaluation device, including：
Acquisition module, for acquiring the communication data of multiple terminals of same target model in use；
Analysis module for being analyzed according to preset analysis rule the communication data of each terminal, obtains the object type
Number terminal Communication Performance Evaluation result.
7. terminal Communication Performance Evaluation device as claimed in claim 6, which is characterized in that the analysis rule includes at least one
A performance analysis item and sub-rule is analyzed correspondingly with each performance evaluation item.
8. terminal Communication Performance Evaluation device as claimed in claim 7, which is characterized in that the analysis sub-rule includes passing through
Preset Performance Evaluation Model analyzes performance evaluation item.
9. terminal Communication Performance Evaluation device as claimed in claim 8, which is characterized in that the Performance Evaluation Model is according to each
A performance analysis item and its corresponding weight are established；
It is described by preset Performance Evaluation Model to performance evaluation item carry out analysis include：According to each performance evaluation item and its
The Communication Performance Evaluation result of the terminal of the target model is calculated in corresponding weight.
10. such as claim 7 to 9 any one of them terminal Communication Performance Evaluation device, which is characterized in that the performance evaluation
Item includes wireless signal demodulation performance, data connection time delay, voice call quality, data service perception, communication protocol failure ratio
At least one of rate.
11. a kind of terminal Communication Performance Evaluation device, including：Processor and memory, the memory memory contain multiple fingers
It enables to realize terminal Communication Performance Evaluation method, the processor performs the multiple instruction to realize：
Acquire the communication data of multiple terminals of same target model in use；
The communication data of each terminal is analyzed according to preset analysis rule, obtains the communication of the terminal of the target model
Performance evaluation result.
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Application publication date: 20180619 |