CN111385739B - Indoor network stereo presentation method and device based on LTE MR - Google Patents
Indoor network stereo presentation method and device based on LTE MR Download PDFInfo
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- H04W4/02—Services making use of location information
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Abstract
An LTE MR-based indoor network stereoscopic presentation method, the method comprising: determining an indoor user according to a serving cell in LTE MR data; acquiring MR data associated with the network data according to the network data of the indoor user; acquiring the three-dimensional installation positions of various types of networks according to the MR data associated with the network data; associating MR data and signaling data generated by a user at the three-dimensional installation positions of various types of networks by using various types of networks according to the user number, and carrying out aggregation analysis on the data according to the three-dimensional installation positions of the data; and presenting indoor network distribution in a three-dimensional mode according to the result of the data aggregation analysis. The invention also discloses an indoor network stereo presentation device based on the LTE MR. The invention can realize complete and accurate indoor three-dimensional network distribution.
Description
Technical Field
The invention relates to the communication industry, in particular to an indoor network presentation technology.
Background
After the mobile communication networks of three mobile communication operators in China are built and developed for many years, the overall coverage of the networks is good.
In the era of mobile internet, 70% of data traffic of 3G service occurs indoors, and 80% of data traffic of 4G service occurs indoors. Therefore, coverage assessment, planning and optimization of the indoor mobile communication network are crucial.
On one hand, the traditional indoor coverage assessment method is carried out based on a manual testing method, has few sampling points and incomplete assessment results, is limited by the skill level of an engineer, and cannot completely and accurately reflect the indoor network coverage condition of the whole network. On the other hand, the indoor coverage simulation prediction is carried out in a simulation mode, and is limited by the influence of the structure diagram of the building and building materials of the building and the model accuracy of simulation modeling, the indoor coverage condition can only be roughly simulated, and the accuracy cannot be guaranteed.
A 4G LTE network user can generate a large number of MRs in service, wherein the MRs comprise indexes such as RSRP and RSRP reflecting network coverage conditions, and the indexes are real indexes generated by the user using the network and used for evaluating the network condition accurately; in addition, the network side can acquire MR data of all users, and the total amount of user data is used for analysis, so that the coverage condition of the network can be accurately evaluated completely, and planning optimization of the mobile communication network can be guided.
However, since the service occurs indoors in most cases, the user uses the MR generated by the network and includes the location information of the service, and only the cell information is available, how to perform correlation analysis on the location information of the user and the network information to present a complete indoor stereo network distribution is a problem to be solved urgently.
Disclosure of Invention
The invention provides an indoor network stereo presentation method based on LTE MR, which comprises the following steps:
determining an indoor user according to a serving cell in LTE MR data;
acquiring MR data associated with the network data according to the network data of the indoor user;
acquiring three-dimensional installation positions of various types of networks according to the MR data associated with the network data;
associating MR data and signaling data generated by a user at the three-dimensional installation positions of various types of networks by using various types of networks according to the user number, and carrying out aggregation analysis on the data according to the three-dimensional installation positions of the data;
and presenting indoor network distribution in a three-dimensional mode according to the result of the data aggregation analysis.
Preferably, the following components:
the network data comprises WLAN data, home broadband data and WIFI data corresponding to the user;
the three-dimensional installation position is used for installing building, floor and longitude and latitude information.
Further, when the network type is data of WLAN, the network data is WLAN data, and the method for acquiring the stereoscopic installation position of each type of network according to the MR data associated with the network data specifically comprises the following steps:
associating WLAN user login information and MR data of the user according to the time range and the user number;
and extracting the installation building, floor, longitude and latitude information of the corresponding WLAN.
Further, when the network type is data of home broadband, the network data is home broadband data, and the method for acquiring the stereoscopic installation position of each type of network according to the MR data associated with the network data specifically comprises the following steps:
recording n main service cell sets A with the maximum MR sampling point number of the main service cells according to the MR data of the user in specific time;
acquiring an m cell set B with the longitude and latitude of the home broadband installation less than a preset value according to the longitude and latitude of the home broadband installation and the longitude and latitude of the on-network cell working parameter;
if the cell set A belongs to the cell set B, positioning a home broadband installation building and a floor of a user according to MR data of the cell set A of the user;
and if the cell set A does not belong to the cell set B, positioning the building closest to the user according to the cell set B.
Further, when the network type is WIFI, the network data is WIFI data, and the method for acquiring the stereoscopic installation position of each type of network according to the MR data associated with the network data specifically includes:
acquiring MAC address information in signaling data of a user according to MR data association of the user; and matching the address information with address information in WIFI data, and if the address information is successfully matched with the address information in the WIFI data, positioning the signaling data to a building and a floor where the corresponding WIFI is installed.
Further, the method for associating MR data and signaling data generated by a user using various types of networks at the three-dimensional installation location of the various types of networks according to the user number and performing aggregation analysis on the data according to the three-dimensional installation location specifically comprises the following steps:
associating the MR data of the user with the obtained building, floor, longitude and latitude information to obtain the MR data of the user at the corresponding stereo installation position;
acquiring network coverage data and performance data of the three-dimensional installation position according to the MR data and user signaling data of the user at the corresponding three-dimensional installation position;
and according to the acquired network coverage data and performance data of the three-dimensional installation position, three-dimensionally presenting indoor network distribution of the corresponding position.
The invention also discloses an indoor network stereo presentation device based on the LTE MR, which comprises:
the indoor user determining unit is used for determining indoor users according to the service cells in the LTE MR data;
the MR data acquisition unit is used for acquiring MR data associated with the network data according to the indoor user network data determined by the indoor user determination unit;
the three-dimensional installation position determining unit is used for acquiring three-dimensional installation positions of various types of networks according to the MR data associated with the network data acquired by the MR data acquiring unit;
the data acquisition and analysis unit is used for associating MR data and signaling data generated by the user at the three-dimensional installation position of various types of networks by using various types of networks according to the user number, and carrying out aggregation analysis on the data according to the three-dimensional installation position;
and the stereo network distribution presenting unit is used for presenting indoor network distribution in a stereo mode according to the data aggregation analysis result of the data acquisition and analysis unit.
Preferably:
the network data comprises WLAN data, family broadband data and WIFI data corresponding to the user;
the three-dimensional installation position is used for installing building, floor and longitude and latitude information.
Preferably, the stereoscopic mounting position determining unit further includes:
the WLAN network position determining module is used for associating WLAN user login information and MR data of the user according to the time range and the user number; extracting the installation building, floor, longitude and latitude information of the corresponding WLAN;
the home broadband network position determining module is used for recording n main service cell sets A with the largest number of MR sampling points of the main service cells according to user MR data in specific time; acquiring an m cell set B with the longitude and latitude smaller than a preset value from the home broadband installation longitude and latitude according to the home broadband installation longitude and latitude and the longitude and latitude of the on-network cell working parameter; if the cell set A belongs to the cell set B, positioning a family broadband installation building and a floor of a user according to MR data of the cell set A of the user; if the cell set A does not belong to the cell set B, positioning a building closest to a user according to the cell set B;
the WIFI network position determining module is used for obtaining MAC address information in the signaling data of the user according to the MR data association of the user; and matching the address information with address information in the WIFI data, and if the address information is successfully matched with the address information in the WIFI data, positioning the signaling data to a building and a floor where the corresponding WIFI is installed.
Preferably, the data acquisition and analysis unit further comprises:
the MR data screening and acquiring module is used for correlating the MR data of the user acquired by the MR data acquiring unit with the building, floor and longitude and latitude information acquired by the stereoscopic installation position determining unit to acquire the MR data of the user at the corresponding stereoscopic installation position;
and the network presentation data acquisition unit is used for acquiring network coverage data and performance data of the three-dimensional installation position according to the MR data and the user signaling data of the user at the corresponding three-dimensional installation position, which are acquired by the MR data screening acquisition module.
According to the technical scheme, the indoor network stereo presentation method based on the LTE MR disclosed by the embodiment of the invention is characterized in that based on the MR of the mobile phone user, the WLAN/WIFI/home wide use condition and the installation information are associated, the MR is positioned to the building and the floor, and the indoor layered positioning of the mobile phone user is realized.
According to the installed WLAN/WIFI/home-wide building, floor and longitude and latitude information, the indoor positioning accuracy is high, the MR, S1U and S1MME generated based on the real network use condition of the user is applied to indoor network coverage and performance evaluation, and the method is different from the traditional test method, large in sample amount, capable of truly reflecting the actual condition of the network, and accurate and reliable in data.
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In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
Fig. 1 is a flow chart illustrating an indoor network stereoscopic presentation method based on LTE MR according to an embodiment of the present application;
FIG. 2 is a flowchart of a method provided in a second embodiment of the present application;
FIG. 3 is a flowchart of a method provided in a third embodiment of the present application;
FIG. 4 is a flowchart of a method provided in the fourth embodiment of the present application;
fig. 5 is a schematic structural diagram of an indoor network stereoscopic presentation device based on LTE MR according to a fifth embodiment of the present application;
fig. 6 is a schematic structural diagram of an apparatus according to a sixth embodiment of the present application.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be obtained by a person skilled in the art without inventive effort based on the embodiments of the present invention, are within the scope of the present invention.
Referring to fig. 1, a first embodiment of an LTE MR-based indoor network stereo presentation method is shown.
Step S01: and determining indoor users according to the serving cells in the LTE MR data.
Whether the user is an indoor user can be determined through the service cell of the user, and under the general condition, if the service cell of the user belongs to the indoor sub-cell, the user belongs to the indoor user; and if the service cell does not belong to the indoor sub-cell, determining whether the user belongs to the indoor user according to the number of the adjacent cells of the user and the TA condition.
Step S02: and acquiring MR data associated with the network data according to the network data of the indoor user.
The network data comprises WLAN data, home broadband data and WIFI data corresponding to the user.
Step S03: and acquiring the three-dimensional installation positions of various types of networks according to the MR data associated with the network data.
The three-dimensional installation position is used for installing building, floor and longitude and latitude information.
The various types of networks are WLAN, family broadband and WIFI.
The MR data of the mobile phone user is measurement report data, and includes various information, such as user number, time information, RSRP, S1MME indexes such as handover success rate, wireless disconnection rate, and S1U indexes such as rate and delay.
The three-dimensional installation information of various types of networks can be obtained through the MR information and different network data in different network types, so that specific installation positions can be obtained.
Step S04: and associating MR data and signaling data generated by the user at the three-dimensional installation positions of various types of networks by using various types of networks according to the user number, and carrying out aggregation analysis on the data according to the three-dimensional installation positions.
It should be noted that, aggregation analysis can be performed by independently combining MR data of users according to network data of various types of networks, and analysis results of various network types can be combined finally, so as to obtain more accurate and comprehensive analysis results.
The signaling data can correspond to the MR data and mainly comprises S1U and S1MM, the signaling data can be obtained by associating the mobile data center with the core network, each data reflecting the network environment can be found through association of the two data, the data are aggregated according to buildings and floors, the performances of the MR, S1U and S1MME of the buildings and the floors are analyzed, the problems of weak coverage, poor quality, poor disconnection, poor connection, low speed and the like can be accurately positioned, and three-dimensional network distribution data can be obtained to guide network planning and network optimization.
Step S05: and presenting indoor network distribution in a three-dimensional mode according to the result of the data aggregation analysis.
The data of indoor three-dimensional layered positioning is combined with 3DGIS, indoor network coverage and performance indexes are visually presented in a map mode, and the coverage condition of the network is visually reflected by filling floor colors.
According to the indoor network distribution of the three-dimensional display, if the network coverage indexes of all floors of the building are lower than the coverage requirement, the building coverage needs to be planned, built and enhanced.
According to the network distribution in the three-dimensional presentation room, if the network indexes of partial floors of the building meet the coverage requirement, the coverage indexes of the partial floors are lower than the coverage index requirement, which may be caused by the fault of a distribution system, and equipment inspection and optimization are needed.
According to the indoor network distribution of the three-dimensional display, if the network coverage indexes of all floors of the building are higher than the coverage requirement, the building is prompted to be well covered by the network.
Therefore, the embodiment of the invention discloses an indoor network stereo presentation method based on LTE MR, which carries out aggregation analysis on the indoor network distribution condition of stereo presentation through MR data of indoor users and by combining the installation information and the network information of the users in indoor network WIFI/home wide/WLAN. Because the position basis presented by the indoor network is derived from detailed indoor network installation information, the accuracy of indoor positioning is high; on the other hand, the network data are generated based on the reality of the user, and the reality data are applied to the evaluation of the indoor network coverage and performance, so that the actual network situation can be reflected more truly, and the accuracy is higher.
To better explain the present invention, an embodiment two is given to explain in detail how to perform indoor network stereoscopic rendering when the network type is WLAN as shown in fig. 2.
Step S201: and determining indoor users according to the serving cells in the LTE MR data.
Step S202: and acquiring MR data associated with the network data according to the WLAN network data of the indoor user.
And extracting a log of the WLAN used by the user, and associating the MR according to the time range and the user number.
Step S203: and associating WLAN user login information and MR data of the user according to the time range and the user number.
The time range and the user number of the user using the WLAN can be obtained through the WLAN log, the time range is the internet access period information of the user number, and according to the MR information in step S202, that is, the obtained indoor MR information, the period information associated with the WLAN is the MR generated by the user using the WLAN network in the period.
Step S204: and extracting the installation building, floor, longitude and latitude information of the corresponding WLAN.
The address information of the WLAN including the installation floor and longitude and latitude can be obtained through the work parameter information of the WLAN.
Step S205: and associating the MR data of the user with the obtained building, floor, longitude and latitude information to obtain the MR data of the user at the corresponding stereo installation position.
The MR data of the WLAN used by the user is associated with the building, the floor, the longitude and latitude information, and the MR data at a specific stereoscopic installation position can be obtained, namely the MR data and the stereoscopic position information are initially associated.
Step S206: and obtaining network coverage data and performance data of the stereoscopic installation position according to the MR data and user signaling data of the user at the corresponding stereoscopic installation position.
And obtaining related signaling data through the MR data, namely, correlating the MR data, the signaling data and the stereo installation position, and obtaining detailed network coverage data and performance data on the stereo installation position after correlation.
Step S207: and according to the acquired network coverage data and performance data of the three-dimensional installation position, three-dimensionally presenting indoor network distribution of the corresponding position.
In the embodiment, based on the MR and WLAN user login information of the mobile phone user, the data are associated with the WLAN working parameter data through the mobile phone number and the internet surfing time period of the user, the corresponding MR is positioned to the installation floor of the WLAN, the S1U is associated, and the index of the corresponding floor is presented.
In order to better explain the invention and explain in detail how to perform indoor network stereoscopic rendering when the network type is home broadband, a third embodiment of the invention is given, as shown in fig. 3.
Step S301: and determining indoor users according to the serving cells in the LTE MR data.
Step S302: and acquiring MR data associated with the network data according to the home broadband network data of the indoor user.
Step S303: and recording n primary service cell sets A with the maximum number of MR sampling points of the primary service cells according to the MR data of the user in a specific time.
A specific time is set, and the MR data records of the network used by the users in the time are extracted, preferably the MR data records of the network used by all the users in the last n days can be extracted.
Preferably, in order to more accurately determine the data condition of the network used by the home broadband, the specific time can be further limited to a period from the evening to the morning, such as 7 nights to 6 nights in the last 7 days.
And recording the number of MR sampling points of the main service cells in the selected time period, and extracting a set A of n main service cells with the largest number. Preferably, 3 primary service cell sets a with the largest number of adopted points are extracted for each user according to the number of MR sampling point records of the user statistical primary service cells, wherein a is { A1, A2 and A3}.
Step S304: and acquiring an m cell set B with the longitude and latitude less than a preset value from the home broadband installation longitude and latitude according to the home broadband installation longitude and latitude and the longitude and latitude of the on-network cell working parameter.
And according to the installation address of the home broadband, searching the longitude and latitude of the building where the user is located through GIS POI information.
And calculating the distance according to the longitude and latitude in the user home broadband address and the cell engineering parameter information, and calculating a cell set B with the distance from the user home broadband address being less than a preset value, wherein the distance from the user home broadband address to the cell set B is { B1, B2 \8230andBn }.
The distance preset value is mainly used for further determining the position of the serving cell, and if the distance is too far, the significance of judgment is lost, but the actual value setting can be determined according to the actual situation, such as 300m,250m and the like.
Step S305: judging whether the cell set A belongs to the cell set B, if so, entering step S306, otherwise, entering step S307
Step S306: and positioning the family broadband installation building and floor of the user according to the MR data of the cell set A of the user.
If A1, A2 and A3 in the cell set A are all cells in the cell set B, the cell set A can be considered to belong to the cell set B, the determined set A is correct, and the home broadband installation building and floor can be positioned according to the MR data of the A.
Step S307: and positioning the building closest to the user according to the cell set B.
Step S308: and associating the MR data of the user with the acquired building, floor and longitude and latitude information to acquire the MR data of the user at the corresponding stereoscopic installation position.
Step S309: and obtaining network coverage data and performance data of the stereoscopic installation position according to the MR data and user signaling data of the user at the corresponding stereoscopic installation position.
Step S310: and according to the acquired network coverage data and performance data of the three-dimensional installation position, three-dimensionally presenting indoor network distribution of the corresponding position.
In the embodiment, the residential area cell of the user is judged according to the information of the home broadband installed by the user and the MR information generated by the user through the network, so that the layered positioning of the indoor user is carried out according to the residential area cell judgment, and the layered positioning of the building and the floor is realized.
In order to better explain the present invention, how to perform indoor network stereoscopic rendering when the network type is WIFI is described in detail, a fourth embodiment of the present invention is given, as shown in fig. 4.
Step S401: and determining the indoor user according to the serving cell in the LTE MR data.
Step S402: and acquiring MR data associated with the network data according to the WIFI network data of the indoor user.
Step S403: acquiring MAC address information in signaling data of a user according to MR data association of the user; and matching the address information with address information in WIFI data, and if the address information is successfully matched with the address information in the WIFI data, positioning the signaling data to a building and a floor where the corresponding WIFI is installed.
And extracting BSSID in the S1U record and matching with WIFIMAC in a WIFI work parameter table according to the S1U record in the signaling data generated by the acquisition user by using the WIFI network.
If BSSID in the S1U record is matched with WIFIMAC address in the WIFI work attendance table, positioning the S1U to a building and a floor where WIFI is installed;
and associating the obtained S1U with the indoor MR, and extracting the MR record of the corresponding user.
Step S404: and associating the MR data of the user with the obtained building, floor, longitude and latitude information to obtain the MR data of the user at the corresponding stereo installation position.
Step S405: and obtaining network coverage data and performance data of the stereoscopic installation position according to the MR data and user signaling data of the user at the corresponding stereoscopic installation position.
And (4) performing statistical analysis on the related S1U, MR and S1MME, so as to analyze the coverage and performance of the building and the corresponding floor.
Step S406: and according to the acquired network coverage data and performance data of the three-dimensional installation position, three-dimensionally presenting indoor network distribution of the corresponding position.
In this embodiment, the BSSID analyzed from the S1U hardware acquisition data is associated with the MAC address of the WIFI hotspot, and the MR associated with S1U is located to the corresponding floor.
In summary, the MR data and the associated S1U and S1MM records located according to the three positioning algorithms of the WLAN positioning algorithm, the WIFI positioning algorithm and the home wide positioning algorithm are applied to statistical analysis of indoor coverage and performance indexes, the main indexes include indexes generated by the MR records, such as RSRP, S1MME indexes, such as switching success rate, wireless disconnection rate and the like, and S1U indexes, such as rate, time delay and the like, which can independently or in combination analyze the three-dimensional network distribution of building floors to obtain a real, accurate, wide and comprehensive analysis result.
The invention also discloses an indoor network stereo presentation device based on LTE MR, and a fifth embodiment of the invention is given firstly, as shown in FIG. 5, so as to explain the structural characteristics of the device.
The device comprises:
an indoor user determination unit 1, configured to determine an indoor user according to a serving cell in the LTE MR data.
And the MR data acquisition unit 2 is used for acquiring MR data associated with the network data according to the indoor user network data determined by the indoor user determination unit.
The network data comprises WLAN data, family broadband data and WIFI data corresponding to the user.
And the stereoscopic installation position determining unit 3 is used for acquiring the stereoscopic installation positions of various types of networks according to the MR data associated with the network data acquired by the MR data acquiring unit.
The network types are WLAN, family broadband and WIFI.
The three-dimensional installation position is used for installing building, floor and longitude and latitude information.
The data acquisition and analysis unit 4 is used for associating MR data and signaling data generated by the user at the three-dimensional installation position of various types of networks by using various types of networks according to the user number, and carrying out aggregation analysis on the data according to the three-dimensional installation position;
and the stereo network distribution presenting unit 5 is used for presenting indoor network distribution in a stereo mode according to the data aggregation analysis result of the data acquisition and analysis unit.
To illustrate the working principle of each part of the device in more detail, a seventeenth embodiment of the invention is shown in fig. 6.
An indoor user determination unit 1, configured to determine an indoor user according to a serving cell in the LTE MR data.
And the MR data acquisition unit 2 is used for acquiring MR data associated with the network data according to the indoor user network data determined by the indoor user determination unit.
The stereoscopic mounting position determining unit 3 further includes:
a WLAN network location determining module 31, configured to associate, according to a time range and a user number, WLAN user login information and MR data of the user; and extracting the installation building, floor, longitude and latitude information of the corresponding WLAN.
The home broadband network location determining module 32 is configured to record, according to the user MR data in a specific time, n primary serving cell sets a with the largest number of MR sampling points of the primary serving cells; acquiring an m cell set B with the longitude and latitude of the home broadband installation less than a preset value according to the longitude and latitude of the home broadband installation and the longitude and latitude of the on-network cell working parameter; if the cell set A belongs to the cell set B, positioning a family broadband installation building and a floor of a user according to MR data of the cell set A of the user; and if the cell set A does not belong to the cell set B, positioning the building closest to the user according to the cell set B.
The WIFI network position determining module 33 is configured to obtain, according to the MR data association of the user, MAC address information in the signaling data of the user; and matching the address information with address information in WIFI data, and if the address information is successfully matched with the address information in the WIFI data, positioning the signaling data to a building and a floor where the corresponding WIFI is installed.
The data acquisition and analysis unit 4 further includes:
the MR data screening and acquiring module 41 is configured to associate the MR data of the user acquired by the MR data acquiring unit with the building, floor, longitude and latitude information acquired by the stereoscopic installation position determining unit, and acquire the MR data of the user at the corresponding stereoscopic installation position.
And a network presentation data obtaining unit 42, configured to obtain network coverage data and performance data of the stereoscopic installation position according to the MR data and the user signaling data of the user at the corresponding stereoscopic installation position, which are obtained by the MR data screening and obtaining module.
And the stereo network distribution presenting unit 5 is used for presenting indoor network distribution in a stereo mode according to the data aggregation analysis result of the data acquisition and analysis unit.
It can be clearly understood by those skilled in the art that, for convenience and brevity of description, the specific working process of the foregoing method may be referred to for the corresponding process in the above-described apparatus embodiment, and is not repeated herein.
The embodiments in the present description are described in a progressive manner, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments are referred to each other. The device disclosed by the embodiment corresponds to the method disclosed by the embodiment, so that the description is simple, and the relevant points can be referred to the method part for description.
The steps of a method or algorithm described in connection with the embodiments disclosed herein may be embodied directly in hardware, in a software module executed by a processor, or in a combination of the two. A software module may reside in Random Access Memory (RAM), memory, read Only Memory (ROM), electrically programmable ROM, electrically erasable programmable ROM, registers, hard disk, a removable disk, a CD-ROM, or any other form of storage medium known in the art.
The terms "first," "second," "third," "fourth," and the like in the description and in the claims, as well as in the drawings described above, if any, are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It should be understood that the data so used may be interchanged under appropriate circumstances such that the embodiments of the application described herein may be practiced in sequences other than those illustrated.
The previous description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the present invention. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the spirit or scope of the invention. Thus, the present invention is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
Claims (8)
1. An indoor network stereo presentation method based on LTE MR, characterized in that the method comprises:
determining an indoor user according to a serving cell in LTE MR data;
acquiring MR data associated with the network data according to the network data of the indoor user, wherein the network data comprises WLAN data, family broadband data and WIFI data corresponding to the user;
acquiring three-dimensional installation positions of various networks according to the MR data associated with the network data, wherein the various networks are WLAN, family broadband and WIFI, and the three-dimensional installation positions are information of installation buildings, floors and longitude and latitude;
associating MR data and signaling data generated by a user at the three-dimensional installation positions of various types of networks by using various types of networks according to the user number, and carrying out aggregation analysis on the data according to the three-dimensional installation positions of the data;
and presenting indoor network distribution in a three-dimensional mode according to the result of the data aggregation analysis.
2. The method according to claim 1, wherein when the network type is WLAN, the network data is WLAN data, and the method for acquiring the stereoscopic installation location of each type of network according to the MR data associated with the network data specifically comprises:
associating WLAN user login information and MR data of the user according to the time range and the user number;
and extracting the installation building, floor, longitude and latitude information of the corresponding WLAN.
3. The method according to claim 1, wherein when the network type is home broadband, the network data is home broadband data, and the method for acquiring the stereoscopic installation location of each type of network according to the MR data associated with the network data specifically comprises:
recording n main service cell sets A with the maximum MR sampling point number of the main service cells according to the MR data of the user in specific time;
acquiring an m cell set B with the longitude and latitude smaller than a preset value from the home broadband installation longitude and latitude according to the home broadband installation longitude and latitude and the longitude and latitude of the on-network cell working parameter;
if the cell set A belongs to the cell set B, positioning a home broadband installation building and a floor of a user according to MR data of the cell set A of the user;
and if the cell set A does not belong to the cell set B, positioning the building closest to the user according to the cell set B.
4. The method according to claim 1, wherein when the network type is WIFI, the network data is WIFI data, and the method for acquiring the stereoscopic installation position of each type of network according to the MR data associated with the network data specifically comprises:
acquiring MAC address information in signaling data of a user according to MR data association of the user; and matching the address information with address information in WIFI data, and if the address information is successfully matched with the address information in the WIFI data, positioning the signaling data to a building and a floor where the corresponding WIFI is installed.
5. The method according to any one of claims 2, 3 and 4, wherein the method for associating MR data and signaling data generated by a user at the stereo-installation location of each type of network by using each type of network according to the user number and performing aggregate analysis on the data according to the stereo-installation location comprises the following steps:
associating the MR data of the user with the obtained building, floor, longitude and latitude information to obtain the MR data of the user at the corresponding stereo installation position;
acquiring network coverage data and performance data of the three-dimensional installation position according to the MR data and user signaling data of the user at the corresponding three-dimensional installation position;
and according to the acquired network coverage data and performance data of the three-dimensional installation position, three-dimensionally presenting indoor network distribution of the corresponding position.
6. An indoor network stereo rendering apparatus based on LTE MR, the apparatus comprising:
the indoor user determining unit is used for determining an indoor user according to a service cell in the LTE MR data;
the MR data acquisition unit is used for acquiring MR data associated with the network data according to the indoor user network data determined by the indoor user determination unit, wherein the network data comprises WLAN data, family broadband data and WIFI data corresponding to the user;
the stereo installation position determining unit is used for acquiring stereo installation positions of various networks according to MR data associated with the network data acquired by the MR data acquiring unit, wherein the various networks are WLAN, family broadband and WIFI, and the stereo installation positions are information of installation buildings, floors and longitude and latitude;
the data acquisition and analysis unit is used for associating MR data and signaling data generated by various types of networks at the three-dimensional installation positions of the various types of networks by users according to the user numbers and carrying out aggregation analysis on the data according to the three-dimensional installation positions of the data;
and the stereo network distribution presentation unit is used for presenting indoor network distribution in a stereo mode according to the data aggregation analysis result of the data acquisition and analysis unit.
7. The apparatus of claim 6, wherein the stereoscopic mounting position determining unit further comprises:
the WLAN network position determining module is used for associating WLAN user login information and MR data of the user according to a time range and a user number; extracting the installation building, floor, longitude and latitude information of the corresponding WLAN;
the home broadband network position determining module is used for recording n main service cell sets A with the maximum MR sampling points of the main service cells according to the user MR data in specific time; acquiring an m cell set B with the longitude and latitude of the home broadband installation less than a preset value according to the longitude and latitude of the home broadband installation and the longitude and latitude of the on-network cell working parameter; if the cell set A belongs to the cell set B, positioning a home broadband installation building and a floor of a user according to MR data of the cell set A of the user; if the cell set A does not belong to the cell set B, positioning a building closest to a user according to the cell set B;
the WIFI network position determining module is used for acquiring MAC address information in the signaling data of the user according to the MR data association of the user; and matching the address information with address information in the WIFI data, and if the address information is successfully matched with the address information in the WIFI data, positioning the signaling data to a building and a floor where the corresponding WIFI is installed.
8. The apparatus of claim 7, wherein the data acquisition and analysis unit further comprises:
the MR data screening and acquiring module is used for associating the MR data of the user acquired by the MR data acquiring unit with the building, floor, longitude and latitude information acquired by the stereoscopic installation position determining unit to acquire the MR data of the user at the corresponding stereoscopic installation position;
and the network presentation data acquisition unit is used for acquiring network coverage data and performance data of the three-dimensional installation position according to the MR data of the user at the corresponding three-dimensional installation position and the user signaling data acquired by the MR data screening and acquisition module.
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