CN113079478B - VoLTE user transformation analysis method and device, computing equipment and computer storage medium - Google Patents
VoLTE user transformation analysis method and device, computing equipment and computer storage medium Download PDFInfo
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- CN113079478B CN113079478B CN201911308306.2A CN201911308306A CN113079478B CN 113079478 B CN113079478 B CN 113079478B CN 201911308306 A CN201911308306 A CN 201911308306A CN 113079478 B CN113079478 B CN 113079478B
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- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/20—Services signaling; Auxiliary data signalling, i.e. transmitting data via a non-traffic channel
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- H04W—WIRELESS COMMUNICATION NETWORKS
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- H04W8/18—Processing of user or subscriber data, e.g. subscribed services, user preferences or user profiles; Transfer of user or subscriber data
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Abstract
The embodiment of the invention relates to the technical field of communication, and discloses a VoLTE user transformation analysis method, a VoLTE user transformation analysis device, a VoLTE user transformation analysis computing device and a computer storage medium, wherein the method comprises the following steps: acquiring various signaling messages of users in a VoLTE network; extracting the key cells of the user according to the user number and the multiple signaling messages; and identifying the non-converted users according to the various signaling messages and the key information elements and classifying and identifying the non-converted users. Through the mode, the embodiment of the invention can realize the positioning of the untransformed reason of the user and provide effective support for the development of the VoLTE user.
Description
Technical Field
The embodiment of the invention relates to the technical field of communication, in particular to a VoLTE user transformation analysis method, a VoLTE user transformation analysis device, a VoLTE user transformation analysis computing device and a computer storage medium.
Background
Compared with the traditional communication technology, the Long-Term Evolution Voice over Long-Term Evolution (VoLTE) technology has obvious advantages, for example, high-definition Voice and video call can be provided, and the simultaneous online of data and Voice services can be realized, which is the direction of Voice service development. At present, the VoLTE service is rapidly developed, but a large number of users are still not successfully converted into VoLTE users.
The prior art lacks of automatic analysis and positioning of the untransformed VoLTE users, only can analyze the number and the conversion rate of the transformed users, and cannot provide directional support for the development of VoLTE services.
Disclosure of Invention
In view of the foregoing problems, embodiments of the present invention provide a VoLTE user transformation analysis method, apparatus, computing device, and computer storage medium, which overcome the foregoing problems or at least partially solve the foregoing problems.
According to an aspect of the embodiments of the present invention, there is provided a VoLTE user conversion analysis method, including: acquiring various signaling messages of users in a VoLTE network; extracting the key cells of the user according to the user number and the multiple signaling messages; and identifying the non-converted users according to the various signaling messages and the key information elements and classifying and identifying the non-converted users.
In an optional manner, the acquiring multiple signaling messages of the user in the VoLTE network includes: the various signaling messages are collected from the S1-MME interface of the user PS domain, the SGI interface of the IMS domain, and the C/D interface of the CS domain in the VoLTE network.
In an optional manner, the identifying and classifying the non-converted users according to the multiple signaling messages and the key information element includes: classifying users into VoLTE terminal users without 4G flow, non-VoLTE terminal users with 4G flow and VoLTE terminal users with 4G flow according to the various signaling messages and the key information element, wherein the VoLTE terminal users without 4G flow and the non-VoLTE terminal users with 4G flow are non-converted users; classifying the VoLTE terminal users with 4G flow into VoLTE registration successful users and VoLTE registration failed users according to the various signaling messages and the key information elements, wherein the VoLTE registration failed users are non-converted users; and classifying and identifying the VoLTE registration failure user according to the various signaling messages and the key information element.
In an optional manner, the classifying users into VoLTE end users without 4G traffic, non-VoLTE end users with 4G traffic, and VoLTE end users with 4G traffic according to the plurality of signaling messages and the key information element includes: judging whether the terminal held by the user is in a VoLTE terminal library or not according to the user agent field; judging whether the terminal held by the user has 4G flow according to whether the signaling message exists in the S1-MME interface or not; if the terminal held by the user is in the VoLTE terminal library but has no 4G traffic, determining that the user is the VoLTE terminal user without 4G traffic; if the terminal held by the user is not in the VoLTE terminal library but has 4G flow, determining that the user is the non-VoLTE terminal user with the 4G flow; and if the terminal held by the user is in the VoLTE terminal library and has 4G flow, determining that the user is the VoLTE terminal user with the 4G flow.
In an optional manner, the classifying the VoLTE end users with 4G traffic into VoLTE registration successful users and VoLTE registration failed users according to the multiple signaling messages and the key information element includes: if the SGI receives a registration success message, determining that the user is the VoLTE registration success user; and if the SGI does not receive the registration success message, determining that the user is the VoLTE registration failure user.
In an optional manner, the classifying and identifying the VoLTE registration failure user according to the multiple signaling messages and the key information element includes: classifying the user as a defaulting outage user if the ATTACH REJECT message exists on the S1-MME interface; if the IMS voice over PS session cell is the first mark, classifying the user as a non-pre-buried user; and if the MS voice over PS session cell is the second mark, classifying the user as a pre-embedded user, and classifying and identifying the pre-embedded user.
In an optional manner, the classifying and identifying the pre-buried users includes: if the UE Voice Preference cell is the third mark, classifying the user as a user with a terminal high-definition Voice switch not opened; if the SGI receives a VoLTE registration failure code of a first category, classifying the user as an account opening data abnormal user; and if the SGI receives the VoLTE registration failure code of the second category, classifying the user into other registration failure users.
According to another aspect of the embodiments of the present invention, there is provided a VoLTE user conversion analysis apparatus, including: the signaling acquisition equipment is used for acquiring various signaling messages of users in the VoLTE network; a cell extracting unit, which is used for extracting the key cells of the user according to the user number and the multiple signaling messages; and the classification identification unit is used for identifying the non-converted users according to the various signaling messages and the key information element and classifying and identifying the non-converted users.
According to another aspect of embodiments of the present invention, there is provided a computing device including: the system comprises a processor, a memory, a communication interface and a communication bus, wherein the processor, the memory and the communication interface complete mutual communication through the communication bus;
the memory is used for storing at least one executable instruction, and the executable instruction enables the processor to execute the steps of the VoLTE user conversion analysis method.
According to a further aspect of the embodiments of the present invention, there is provided a computer storage medium, in which at least one executable instruction is stored, and the executable instruction causes the processor to execute the steps of the VoLTE user conversion analysis method.
The embodiment of the invention acquires various signaling messages of users in a VoLTE network; extracting the key cells of the user according to the user number and the multiple signaling messages; and identifying the non-converted users according to the various signaling messages and the key information elements and classifying and identifying the non-converted users. The positioning of the untransformed reasons of the user can be realized, and effective support is provided for the development of the VoLTE user.
The foregoing description is only an overview of the technical solutions of the embodiments of the present invention, and the embodiments of the present invention can be implemented according to the content of the description in order to make the technical means of the embodiments of the present invention more clearly understood, and the detailed description of the present invention is provided below in order to make the foregoing and other objects, features, and advantages of the embodiments of the present invention more clearly understandable.
Drawings
Various other advantages and benefits will become apparent to those of ordinary skill in the art upon reading the following detailed description of the preferred embodiments. The drawings are only for purposes of illustrating the preferred embodiments and are not to be construed as limiting the invention. Also, like reference numerals are used to refer to like parts throughout the drawings. In the drawings:
fig. 1 shows a schematic flow chart of a VoLTE user conversion analysis method provided by an embodiment of the present invention;
fig. 2 is a schematic application diagram illustrating a VoLTE user conversion analysis method according to an embodiment of the present invention;
fig. 3 is a schematic diagram illustrating classification and identification of an unconverted user in the VoLTE user conversion analysis method according to an embodiment of the present invention;
fig. 4 shows a schematic structural diagram of a VoLTE user conversion analysis apparatus provided in an embodiment of the present invention;
fig. 5 is a schematic structural diagram of a computing device provided by an embodiment of the present invention.
Detailed Description
Exemplary embodiments of the present invention will be described in more detail below with reference to the accompanying drawings. While exemplary embodiments of the invention are shown in the drawings, it should be understood that the invention can be embodied in various forms and should not be limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the invention to those skilled in the art.
Fig. 1 shows a flow diagram of a VoLTE user conversion analysis method provided by an embodiment of the present invention. As shown in fig. 1, the VoLTE user conversion analysis method includes:
step S11: obtaining a plurality of signaling messages of users in the VoLTE network.
In the embodiment of the present invention, as shown in fig. 2, an application signaling collecting device collects signaling messages of network behaviors of a user, such as a VoLTE core network, a Packet Switch (PS) core network, and a Circuit Switch (CS) core network attachment, respectively. Specifically, the various signaling messages are collected from the S1-MME interface of the user PS domain in the VoLTE network, the SGI interface of the Internet Protocol (IP) Multimedia Subsystem (IMS) domain, and the C/D interface of the CS domain. The S1-MME interface is an interface between a base station (eNodeB) and a Mobile Management Entity (MME) in a PS domain, the SGI interface is an interface between a System Architecture Evolution Gateway (SAEGW) and a Session Border Controller (SBC) in an IMS domain, and the C/D interface includes a C interface between a Mobile Switching Center (MSC) and a Home Location Register (HLR) and a D interface between a Visitor Location Register (VLR) and the HLR.
Step S12: and extracting the key information element of the user according to the user number and the multiple signaling messages.
With continued reference to fig. 2, the signaling messages collected by the signaling collection device are sent to the signaling system. In step S12, by means of the signaling system, the key cell of the user is extracted according to the user number and the signaling message and the key cell required for the subsequent identification and classification of the unconverted user are obtained, and a signaling report is formed.
Step S13: and identifying the non-converted users according to the various signaling messages and the key information elements and classifying and identifying the non-converted users.
In an embodiment of the present invention, referring to fig. 2, the untransformed users are identified and classified at the application layer. Specifically, the untransformed users are identified and classified according to the judgment principles shown in table 1.
TABLE 1 judgment principles
In the embodiment of the present invention, as shown in fig. 3, firstly, according to the multiple signaling messages and the key information element, the users are classified into VoLTE end users without 4G traffic, non-VoLTE end users with 4G traffic, and VoLTE end users with 4G traffic. The VoLTE terminal users without 4G flow and the non-VoLTE terminal users with 4G flow are non-converted users. Specifically, whether the terminal held by the USER is in a VoLTE terminal library or not is judged according to the USER AGENT field, wherein the USER AGENT field is a key cell USER AGENT; and judging whether the terminal held by the user has 4G flow according to whether the signaling message exists in the S1-MME interface. And if the terminal held by the user is in the VoLTE terminal library but has no 4G traffic, determining that the user is the VoLTE terminal user without 4G traffic. And if the terminal held by the user is not in the VoLTE terminal library but has 4G flow, determining that the user is the non-VoLTE terminal user with the 4G flow. And if the terminal held by the user is in the VoLTE terminal library and has 4G flow, determining that the user is the VoLTE terminal user with the 4G flow.
And for the VoLTE terminal users with 4G flow, classifying the VoLTE terminal users with 4G flow into VoLTE registration successful users and VoLTE registration failed users according to the multiple signaling messages and the key information elements, wherein the VoLTE registration failed users are non-converted users. Specifically, if the SGI interface receives a registration success message, it is determined that the user is the successful VoLTE registration user; and if the SGI does not receive the registration success message, determining that the user is the VoLTE registration failure user. The registration success message is a 200ok (register) message.
And for the VoLTE registration failure user, classifying and identifying the VoLTE registration failure user according to the various signaling messages and the key information element. Specifically, if there is an ATTACH REJECT message in the S1-MME interface, classifying the user as an arrearage down user; if the IMS voice over PS session cell is the first mark, classifying the user as a non-pre-buried user; and if the MS voice over PS session cell is the second mark, classifying the user as a pre-embedded user, and classifying and identifying the pre-embedded user. In the embodiment of the present invention, the first flag is 0, and the second flag is 1.
And for the pre-embedded user, if the UE Voice Preference cell is the third mark, classifying the user as a user with a terminal high-definition Voice switch not opened. Wherein, the third mark is one of 0, 1 and 2. If the SGI receives a VoLTE registration failure code of a first category, classifying the user as an account opening data abnormal user; and if the SGI receives the VoLTE registration failure code of the second category, classifying the user into other registration failure users. In the embodiment of the present invention, the VoLTE registration failure code of the first category is one of 5001, 4999, and 5012. The VoLTE registration failure code of the second category is any other VoLTE registration failure code such as 403, 500, etc. Thus, the identification and classification of the untransformed users are completed, and the untransformed users are divided into 7 major classes: non-VoLTE terminal users with 4G flow, VoLTE terminal users without 4G flow, defaulting shutdown users, un-embedded users, users without opening a terminal high-definition voice switch, users with abnormal account opening data and other users with failed registration. The embodiment of the invention collects signaling messages by a signaling system, comprehensively analyzes key cells, realizes the positioning of untransformed reasons of users by clustering dimension information such as the city to which the users belong, the terminal brand, the 4G capability, the high-definition voice switch state of the terminal, the pre-embedded condition, the registration failure code and the like, provides effective support for the development of the VoLTE users, grasps the problems existing in the VoLTE conversion, can adopt corresponding measures aiming at specific reasons, if more non-VoLTE terminal users exist, can solve the problem by increasing the releasing force of the VoLTE terminal by a market department, and thus indicates the direction for the development of the VoLTE users.
The embodiment of the invention acquires various signaling messages of users in a VoLTE network; extracting the key cells of the user according to the user number and the multiple signaling messages; and identifying the non-converted users according to the various signaling messages and the key information elements and classifying and identifying the non-converted users. The positioning of the untransformed reasons of the user can be realized, and effective support is provided for the development of the VoLTE user.
Fig. 4 shows a schematic structural diagram of a VoLTE user conversion analysis apparatus according to an embodiment of the present invention. As shown in fig. 4, the VoLTE user conversion analysis apparatus includes: a signaling collection device 401, a cell extraction unit 402 and a classification identification unit 403. Wherein:
the signaling acquisition device 401 is configured to acquire multiple signaling messages of a user in the VoLTE network; the cell extracting unit 402 is used for extracting the key cells of the user according to the user number and the plurality of signaling messages; the classification and identification unit 403 is configured to identify an untransformed user according to the multiple signaling messages and the key information element, and classify and identify the untransformed user.
In an alternative manner, the signaling collection apparatus 401 is configured to: collecting the multiple signaling messages from an S1-MME interface of a user PS domain in the VoLTE network, an SGI interface of an IMS domain and a C/D interface of a CS domain.
In an alternative manner, the classification identifying unit 403 is configured to: classifying users into VoLTE terminal users without 4G flow, non-VoLTE terminal users with 4G flow and VoLTE terminal users with 4G flow according to the various signaling messages and the key information element, wherein the VoLTE terminal users without 4G flow and the non-VoLTE terminal users with 4G flow are non-converted users; classifying the VoLTE terminal users with 4G flow into VoLTE registration successful users and VoLTE registration failed users according to the various signaling messages and the key information elements, wherein the VoLTE registration failed users are non-converted users; and classifying and identifying the VoLTE registration failure user according to the various signaling messages and the key information element.
In an alternative manner, the classification recognition unit 403 is configured to: judging whether the terminal held by the user is in a VoLTE terminal library or not according to the user agent field; judging whether the terminal held by the user has 4G flow according to whether the signaling message exists in the S1-MME interface or not; if the terminal held by the user is in the VoLTE terminal library but has no 4G traffic, determining that the user is the VoLTE terminal user without 4G traffic; if the terminal held by the user is not in the VoLTE terminal library but has 4G flow, determining that the user is the non-VoLTE terminal user with the 4G flow; and if the terminal held by the user is in the VoLTE terminal library and has 4G flow, determining that the user is the VoLTE terminal user with the 4G flow.
In an alternative manner, the classification identifying unit 403 is configured to: if the SGI receives a registration success message, determining that the user is the VoLTE registration success user; and if the SGI does not receive the registration success message, determining that the user is the VoLTE registration failure user.
In an alternative manner, the classification identifying unit 403 is configured to: classifying the user as a defaulting outage user if the ATTACH REJECT message exists on the S1-MME interface; if the IMS voice over PS session cell is the first mark, classifying the user as a non-pre-buried user; and if the MS voice over PS session cell is the second mark, classifying the user as a pre-embedded user, and classifying and identifying the pre-embedded user.
In an alternative manner, the classification recognition unit 403 is configured to: if the UE Voice Preference cell is the third mark, classifying the user as a user with a terminal high-definition Voice switch not opened; if the SGI receives a VoLTE registration failure code of a first category, classifying the user as an account opening data abnormal user; and if the SGI receives the VoLTE registration failure code of the second category, classifying the user into other registration failure users.
The embodiment of the invention acquires various signaling messages of users in a VoLTE network; extracting the key cells of the user according to the user number and the multiple signaling messages; and identifying the non-converted users according to the various signaling messages and the key information elements and classifying and identifying the non-converted users. The positioning of the untransformed reasons of the user can be realized, and effective support is provided for the development of the VoLTE user.
An embodiment of the present invention provides a non-volatile computer storage medium, where at least one executable instruction is stored in the computer storage medium, and the computer executable instruction may execute the VoLTE user transformation analysis method in any of the above method embodiments.
The executable instructions may be specifically configured to cause the processor to:
acquiring various signaling messages of users in a VoLTE network;
extracting the key cells of the user according to the user number and the multiple signaling messages;
and identifying the non-converted users according to the various signaling messages and the key information elements and classifying and identifying the non-converted users.
In an alternative, the executable instructions cause the processor to:
collecting the multiple signaling messages from an S1-MME interface of a user PS domain in the VoLTE network, an SGI interface of an IMS domain and a C/D interface of a CS domain.
In an alternative, the executable instructions cause the processor to:
classifying users into VoLTE terminal users without 4G flow, non-VoLTE terminal users with 4G flow and VoLTE terminal users with 4G flow according to the various signaling messages and the key information element, wherein the VoLTE terminal users without 4G flow and the non-VoLTE terminal users with 4G flow are non-converted users;
classifying the VoLTE terminal users with 4G flow into VoLTE registration successful users and VoLTE registration failed users according to the various signaling messages and the key information elements, wherein the VoLTE registration failed users are non-converted users;
and classifying and identifying the VoLTE registration failure user according to the various signaling messages and the key information element.
In an alternative, the executable instructions cause the processor to:
judging whether the terminal held by the user is in a VoLTE terminal library or not according to the user agent field;
judging whether the terminal held by the user has 4G flow according to whether the signaling message exists in the S1-MME interface or not;
if the terminal held by the user is in the VoLTE terminal library but has no 4G traffic, determining that the user is the VoLTE terminal user without 4G traffic;
if the terminal held by the user is not in the VoLTE terminal library but has 4G flow, determining that the user is the non-VoLTE terminal user with the 4G flow;
and if the terminal held by the user is in the VoLTE terminal library and has 4G flow, determining that the user is the VoLTE terminal user with the 4G flow.
In an alternative, the executable instructions cause the processor to:
if the SGI receives a registration success message, determining that the user is the VoLTE registration success user;
and if the SGI does not receive the registration success message, determining that the user is the VoLTE registration failure user.
In an alternative, the executable instructions cause the processor to:
classifying the user as a defaulting outage user if the ATTACH REJECT message exists on the S1-MME interface;
if the IMS voice over PS session cell is the first mark, classifying the user as a non-pre-buried user;
and if the MS voice over PS session cell is the second mark, classifying the user as a pre-embedded user, and classifying and identifying the pre-embedded user.
In an alternative form, the executable instructions cause the processor to:
if the UE Voice Preference cell is a third mark, classifying the user as a user with a terminal high-definition Voice switch not opened;
if the SGI receives a VoLTE registration failure code of a first category, classifying the user as an account opening data abnormal user;
and if the SGI receives the VoLTE registration failure code of the second category, classifying the user into other registration failure users.
The embodiment of the invention acquires various signaling messages of users in a VoLTE network; extracting the key cells of the user according to the user number and the multiple signaling messages; and identifying the non-converted users according to the various signaling messages and the key information elements and classifying and identifying the non-converted users. The positioning of the untransformed reasons of the user can be realized, and effective support is provided for the development of the VoLTE user.
An embodiment of the present invention provides a computer program product, which includes a computer program stored on a computer storage medium, where the computer program includes program instructions, and when the program instructions are executed by a computer, the computer executes the VoLTE user conversion analysis method in any of the above method embodiments.
The executable instructions may be specifically configured to cause the processor to:
acquiring various signaling messages of users in a VoLTE network;
extracting the key cells of the user according to the user number and the multiple signaling messages;
and identifying the non-converted users according to the various signaling messages and the key information elements and classifying and identifying the non-converted users.
In an alternative, the executable instructions cause the processor to:
the various signaling messages are collected from the S1-MME interface of the user PS domain, the SGI interface of the IMS domain, and the C/D interface of the CS domain in the VoLTE network.
In an alternative, the executable instructions cause the processor to:
classifying users into VoLTE terminal users without 4G flow, non-VoLTE terminal users with 4G flow and VoLTE terminal users with 4G flow according to the various signaling messages and the key information element, wherein the VoLTE terminal users without 4G flow and the non-VoLTE terminal users with 4G flow are non-converted users;
classifying the VoLTE terminal users with 4G flow into VoLTE registration successful users and VoLTE registration failed users according to the various signaling messages and the key information elements, wherein the VoLTE registration failed users are non-converted users;
and classifying and identifying the VoLTE registration failure user according to the various signaling messages and the key information element.
In an alternative, the executable instructions cause the processor to:
judging whether the terminal held by the user is in a VoLTE terminal library or not according to the user agent field;
judging whether the terminal held by the user has 4G flow according to whether the signaling message exists in the S1-MME interface or not;
if the terminal held by the user is in the VoLTE terminal library but has no 4G traffic, determining that the user is the VoLTE terminal user without 4G traffic;
if the terminal held by the user is not in the VoLTE terminal library but has 4G flow, determining that the user is the non-VoLTE terminal user with the 4G flow;
and if the terminal held by the user is in the VoLTE terminal library and has 4G flow, determining that the user is the VoLTE terminal user with the 4G flow.
In an alternative, the executable instructions cause the processor to:
if the SGI receives a registration success message, determining that the user is the VoLTE registration success user;
and if the SGI does not receive the registration success message, determining that the user is the VoLTE registration failure user.
In an alternative, the executable instructions cause the processor to:
classifying the user as a defaulting outage user if the ATTACH REJECT message exists on the S1-MME interface;
if the IMS voice over PS session cell is the first mark, classifying the user as a non-pre-buried user;
and if the MS voice over PS session cell is the second mark, classifying the user as a pre-embedded user, and classifying and identifying the pre-embedded user.
In an alternative, the executable instructions cause the processor to:
if the UE Voice Preference cell is the third mark, classifying the user as a user with a terminal high-definition Voice switch not opened;
if the SGI receives a VoLTE registration failure code of a first category, classifying the user as an account opening data abnormal user;
and if the SGI receives the VoLTE registration failure code of the second category, classifying the user into other registration failure users.
The embodiment of the invention acquires various signaling messages of users in a VoLTE network; extracting the key cells of the user according to the user number and the multiple signaling messages; and identifying the non-converted users according to the various signaling messages and the key information elements and classifying and identifying the non-converted users. The positioning of the untransformed reasons of the user can be realized, and effective support is provided for the development of the VoLTE user.
Fig. 5 is a schematic structural diagram of a computing device according to an embodiment of the present invention, and the specific embodiment of the present invention does not limit the specific implementation of the device.
As shown in fig. 5, the computing device may include: a processor (processor)502, a Communications Interface 504, a memory 506, and a communication bus 508.
Wherein: the processor 502, communication interface 504, and memory 506 communicate with one another via a communication bus 508. A communication interface 504 for communicating with network elements of other devices, such as clients or other servers. The processor 502 is configured to execute the program 510, and may specifically execute relevant steps in the foregoing VoLTE user conversion analysis method embodiment.
In particular, program 510 may include program code that includes computer operating instructions.
The processor 502 may be a central processing unit CPU or an application Specific Integrated circuit asic or an Integrated circuit or Integrated circuits configured to implement embodiments of the present invention. The one or each processor included in the device may be the same type of processor, such as one or each CPU; or may be different types of processors such as one or each CPU and one or each ASIC.
And a memory 506 for storing a program 510. The memory 506 may comprise high-speed RAM memory, and may also include non-volatile memory (non-volatile memory), such as at least one disk memory.
The program 510 may specifically be used to cause the processor 502 to perform the following operations:
acquiring various signaling messages of users in a VoLTE network;
extracting the key cells of the user according to the user number and the multiple signaling messages;
and identifying the non-converted users according to the various signaling messages and the key information element and classifying and identifying the non-converted users.
In an alternative, the program 510 causes the processor to:
the various signaling messages are collected from the S1-MME interface of the user PS domain, the SGI interface of the IMS domain, and the C/D interface of the CS domain in the VoLTE network.
In an alternative, the program 510 causes the processor to:
classifying users into VoLTE terminal users without 4G flow, non-VoLTE terminal users with 4G flow and VoLTE terminal users with 4G flow according to the various signaling messages and the key information element, wherein the VoLTE terminal users without 4G flow and the non-VoLTE terminal users with 4G flow are non-converted users;
classifying the VoLTE terminal users with 4G flow into VoLTE registration successful users and VoLTE registration failed users according to the various signaling messages and the key information elements, wherein the VoLTE registration failed users are non-converted users;
and classifying and identifying the VoLTE registration failure user according to the various signaling messages and the key information element.
In an alternative, the program 510 causes the processor to:
judging whether the terminal held by the user is in a VoLTE terminal library or not according to the user agent field;
judging whether the terminal held by the user has 4G flow according to whether the signaling message exists in the S1-MME interface or not;
if the terminal held by the user is in the VoLTE terminal library but has no 4G traffic, determining that the user is the VoLTE terminal user without 4G traffic;
if the terminal held by the user is not in the VoLTE terminal library but has 4G flow, determining that the user is the non-VoLTE terminal user with the 4G flow;
and if the terminal held by the user is in the VoLTE terminal library and has 4G flow, determining that the user is the VoLTE terminal user with the 4G flow.
In an alternative, the program 510 causes the processor to:
if the SGI receives a registration success message, determining that the user is the VoLTE registration success user;
and if the SGI does not receive the registration success message, determining that the user is the VoLTE registration failure user.
In an alternative, the program 510 causes the processor to:
classifying the user as a defaulting outage user if the ATTACH REJECT message exists on the S1-MME interface;
if the IMS voice over PS session cell is the first mark, classifying the user as a non-pre-buried user;
and if the MS voice over PS session cell is the second mark, classifying the user as a pre-embedded user, and classifying and identifying the pre-embedded user.
In an alternative, the program 510 causes the processor to:
if the UE Voice Preference cell is the third mark, classifying the user as a user with a terminal high-definition Voice switch not opened;
if the SGI receives a VoLTE registration failure code of a first category, classifying the user as an account opening data abnormal user;
and if the SGI receives the VoLTE registration failure code of the second category, classifying the user into other registration failure users.
The embodiment of the invention acquires various signaling messages of users in a VoLTE network; extracting the key cells of the user according to the user number and the multiple signaling messages; and identifying the non-converted users according to the various signaling messages and the key information elements and classifying and identifying the non-converted users. The positioning of the untransformed reasons of the user can be realized, and effective support is provided for the development of the VoLTE user.
The algorithms or displays presented herein are not inherently related to any particular computer, virtual system, or other apparatus. Various general purpose systems may also be used with the teachings herein. The required structure for constructing such a system will be apparent from the description above. In addition, embodiments of the present invention are not directed to any particular programming language. It is appreciated that a variety of programming languages may be used to implement the teachings of the present invention as described herein, and any descriptions of specific languages are provided above to disclose the best mode of the invention.
In the description provided herein, numerous specific details are set forth. It is understood, however, that embodiments of the invention may be practiced without these specific details. In some instances, well-known methods, structures and techniques have not been shown in detail in order not to obscure an understanding of this description.
Similarly, it should be appreciated that in the foregoing description of exemplary embodiments of the invention, various features of the embodiments of the invention are sometimes grouped together in a single embodiment, figure, or description thereof for the purpose of streamlining the invention and aiding in the understanding of one or more of the various inventive aspects. However, the disclosed method should not be interpreted as reflecting an intention that: that the invention as claimed requires more features than are expressly recited in each claim. Rather, as the following claims reflect, inventive aspects lie in less than all features of a single foregoing disclosed embodiment. Thus, the claims following the detailed description are hereby expressly incorporated into this detailed description, with each claim standing on its own as a separate embodiment of this invention.
Those skilled in the art will appreciate that the modules in the device in an embodiment may be adaptively changed and disposed in one or more devices different from the embodiment. The modules or units or components of the embodiments may be combined into one module or unit or component, and furthermore they may be divided into a plurality of sub-modules or sub-units or sub-components. All of the features disclosed in this specification (including any accompanying claims, abstract and drawings), and all of the processes or elements of any method or apparatus so disclosed, may be combined in any combination, except combinations where at least some of such features and/or processes or elements are mutually exclusive. Each feature disclosed in this specification (including any accompanying claims, abstract and drawings) may be replaced by alternative features serving the same, equivalent or similar purpose, unless expressly stated otherwise.
Furthermore, those skilled in the art will appreciate that while some embodiments herein include some features included in other embodiments, rather than other features, combinations of features of different embodiments are meant to be within the scope of the invention and form different embodiments. For example, in the following claims, any of the claimed embodiments may be used in any combination.
It should be noted that the above-mentioned embodiments illustrate rather than limit the invention, and that those skilled in the art will be able to design alternative embodiments without departing from the scope of the appended claims. In the claims, any reference signs placed between parentheses shall not be construed as limiting the claim. The word "comprising" does not exclude the presence of elements or steps not listed in a claim. The word "a" or "an" preceding an element does not exclude the presence of a plurality of such elements. The invention may be implemented by means of hardware comprising several distinct elements, and by means of a suitably programmed computer. In the unit claims enumerating several means, several of these means may be embodied by one and the same item of hardware. The usage of the words first, second and third, etcetera do not indicate any ordering. These words may be interpreted as names. The steps in the above embodiments should not be construed as limiting the order of execution unless specified otherwise.
Claims (9)
1. A VoLTE user transformation analysis method, the method comprising:
acquiring various signaling messages of a user, which are acquired by an S1-MME interface of a PS domain, an SGI interface of an IMS domain and a C/D interface of a CS domain in a VoLTE network;
extracting the key cells of the user according to the user number and the multiple signaling messages;
identifying the non-converted users according to the various signaling messages and the key information elements and classifying and identifying the non-converted users; the non-converted users comprise VoLTE terminal users without 4G traffic, non-VoLTE terminal users with 4G traffic and VoLTE registration failure users.
2. The method of claim 1, wherein the identifying and classifying the untransformed users according to the plurality of signaling messages and the key information element comprises:
classifying users into VoLTE terminal users without 4G flow, non-VoLTE terminal users with 4G flow and VoLTE terminal users with 4G flow according to the various signaling messages and the key information element, wherein the VoLTE terminal users without 4G flow and the non-VoLTE terminal users with 4G flow are non-converted users;
classifying the VoLTE terminal users with 4G flow into VoLTE registration successful users and VoLTE registration failed users according to the various signaling messages and the key information elements, wherein the VoLTE registration failed users are non-converted users;
and classifying and identifying the VoLTE registration failure user according to the various signaling messages and the key information element.
3. The method of claim 2, wherein the classifying users as VoLTE end users without 4G traffic, non-VoLTE end users with 4G traffic, and VoLTE end users with 4G traffic according to the plurality of signaling messages and the key information element comprises:
judging whether a terminal held by a user is in a VoLTE terminal library or not according to the user agent field;
judging whether the terminal held by the user has 4G flow according to whether the signaling message exists in the S1-MME interface or not;
if the terminal held by the user is in the VoLTE terminal library but has no 4G traffic, determining that the user is the VoLTE terminal user without 4G traffic;
if the terminal held by the user is not in the VoLTE terminal library but has 4G flow, determining that the user is the non-VoLTE terminal user with the 4G flow;
and if the terminal held by the user is in the VoLTE terminal library and has 4G flow, determining that the user is the VoLTE terminal user with the 4G flow.
4. The method of claim 2, wherein the classifying the VoLTE end users with 4G traffic into VoLTE registration successful users and VoLTE registration failed users according to the plurality of signaling messages and the key information element comprises:
if the SGI receives a registration success message, determining that the user is the VoLTE registration success user;
and if the SGI does not receive the registration success message, determining that the user is the VoLTE registration failure user.
5. The method of claim 4, wherein the classifying and identifying the VoLTE registration failure user according to the plurality of signaling messages and the key information element comprises:
classifying the user as a defaulting outage user if the ATTACH REJECT message exists on the S1-MME interface;
if the IMS voice over PS session cell is the first mark, classifying the user as a non-pre-buried user;
and if the MS voice over PS session cell is the second mark, classifying the user as a pre-embedded user, and classifying and identifying the pre-embedded user.
6. The method of claim 5, wherein the classifying and identifying the pre-buried users comprises:
if the UE Voice Preference cell is the third mark, classifying the user as a user with a terminal high-definition Voice switch not opened;
if the SGI receives a VoLTE registration failure code of a first type, classifying the user as an account opening data abnormal user;
and if the SGI receives the VoLTE registration failure code of the second category, classifying the user into other registration failure users.
7. A VoLTE user translation analysis apparatus, the apparatus comprising:
the signaling acquisition equipment is used for acquiring various signaling messages of the user, which are acquired by an S1-MME interface of a PS domain, an SGI interface of an IMS domain and a C/D interface of a CS domain in the VoLTE network;
a cell extracting unit, which is used for extracting the key cells of the user according to the user number and the multiple signaling messages;
a classification identification unit, configured to identify an untransformed user according to the multiple signaling messages and the key information element, and perform classification identification on the untransformed user; the non-converted users comprise VoLTE terminal users without 4G traffic, non-VoLTE terminal users with 4G traffic and VoLTE registration failure users.
8. A computing device, comprising: the system comprises a processor, a memory, a communication interface and a communication bus, wherein the processor, the memory and the communication interface complete mutual communication through the communication bus;
the memory is adapted to store at least one executable instruction that causes the processor to perform the steps of the VoLTE user conversion analysis method according to any one of claims 1 to 6.
9. A computer storage medium having stored therein at least one executable instruction causing a processor to perform the steps of the VoLTE user conversion analysis method according to any one of claims 1 to 6.
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