CN116684299A - Method and system for analyzing converged services of fixed and mobile networks - Google Patents

Method and system for analyzing converged services of fixed and mobile networks Download PDF

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Publication number
CN116684299A
CN116684299A CN202310675474.5A CN202310675474A CN116684299A CN 116684299 A CN116684299 A CN 116684299A CN 202310675474 A CN202310675474 A CN 202310675474A CN 116684299 A CN116684299 A CN 116684299A
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China
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building
data
information
service
broadband
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Inventor
任阔
王兵
高智涛
祁澎泳
韩彬
孟凡华
朱光军
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Henan Information Consulting Design And Research Co ltd
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Henan Information Consulting Design And Research Co ltd
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/14Network analysis or design
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/50Network service management, e.g. ensuring proper service fulfilment according to agreements
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D30/00Reducing energy consumption in communication networks
    • Y02D30/70Reducing energy consumption in communication networks in wireless communication networks

Abstract

The invention discloses a method and a system for analyzing fixed-mobile network fusion service, and relates to the technical field of data fusion; the system comprises a convergence service system, wherein a terminal of the convergence service system is respectively connected with an OTT data system and a building layer system, and the terminals of the OTT data system and the building layer system are connected with an information matching system; by utilizing the advantages of reality, comprehensiveness, accuracy and the like of OTT data, analysis of fusion service and formulation of a fusion service development scheme are realized, support is provided for accurate construction and accurate marketing of operators, construction cost of 5G networks and broadband networks of operators is effectively reduced, efficiency and accuracy of first-line personnel marketing work are improved, network performance and user perception are practically improved, transition from network-centered to user perception is realized through digital enabling, a top-quality network is created, user perception is comprehensively improved, and the aim of high-quality and excellent service is realized.

Description

Method and system for analyzing converged services of fixed and mobile networks
Technical Field
The invention relates to the technical field of data fusion, in particular to a method and a system for analyzing a fixed-mobile network fusion service.
Background
The convergence service is a service development mode of operators for maintaining clients and improving the viscosity of users, and refers to a service concept of convergence of fixed network service and mobile network service;
at present, when the user fixed network and the mobile network service analysis are carried out, the fixed network and the mobile network are generally separated, mainly because the MR/MDT data used by the mobile network data analysis of the operators only contain mobile network 4/5G network information, the fixed network analysis cannot be carried out, and when the operators carry out the fixed network analysis, the operators can only analyze own network, can not accurately carry out effective comparative analysis on other operators, can not accurately reflect the actual conditions of all users, the planning construction, marketing and other works of the fixed mobile network of the operators are not comprehensive and the accuracy is not enough, the difficulty is brought to the work of first-line staff, the improvement of the network construction and marketing cost of the operators is also caused, the realization of cost reduction and synergy of the operators is not facilitated, and the inventor provides a fixed mobile network fusion service analysis method and a system for solving the problems.
Disclosure of Invention
In order to solve the problem that operators cannot acquire other operator users and broadband service conditions and bring certain difficulty to the development of the fusion service of operators; the invention aims to provide a method and a system for analyzing a fixed-mobile network convergence service.
In order to solve the technical problems, the invention adopts the following technical scheme: a method for analyzing a converged service of a fixed-mobile network comprises the following steps:
s1, basic data preparation
A: OTT data are prepared, the OTT data of the regional Internet are extracted, the data period is one month, and the data comprise network shifting information, fixed network information and terminal information;
b: network shift information, operator, network information (2G, 3G, 4G, 5G), coverage information (RSRP, SINR, etc.);
c: fixed network information, such as an operator, wiFi_Mac, wiFi_name, wiFi_ip, wiFi_type, wiFi_strength and the like;
d: terminal information, did, brand, model, etc.;
s2, building layer preparation
Preparing building layer data, which can display building boundary position information, building number, building name, longitude and latitude and other information, and provide support for building level fusion service analysis;
s3, building broadband information acquisition
Acquiring broadband information of a building by utilizing a digital WiFi terminal program, wherein the broadband information comprises WiFi_name, wiFi_mac, wiFi_strength and the like, and the information is matched with the broadband WiFi information of OTT data, so that a user is accurately positioned to a floor, and a support is provided for an accurate fusion service marketing scheme;
s4, cleaning OTT data and warehousing
Cleaning the original data, deleting invalid data with incomplete information, and importing the cleaned data into a system or a platform to prepare for subsequent data analysis;
s5, perfecting building attribute information
Perfecting basic information of a building on the basis of a building layer, including: building number, building name, main coverage scene, building type, service area, floor, building height, building area, longitude and latitude, address, building length and other information;
s6, data geography
A: the method comprises the steps of moving network data physical and chemical, fixed network data physical and chemical, importing OTT original output into a system according to longitude and latitude position information in OTT data, realizing geographical presentation of original point data, and respectively presenting original point map layer data as moving network data physical and chemical presentation and fixed network data physical and chemical presentation;
b: building data are subjected to physical and chemical, collected broadband information is matched according to building numbers and building names on building layer data after building attribute information in the step S5 is completed, broadband building address library information is formed after initialization, and a basis is provided for OTT data matching;
s7, analyzing fusion condition of building-level fixed-mobile network
A: the method comprises the steps of carrying out fixed network and mobile network service fusion analysis, forming a user fusion service information base according to fixed network, mobile network and terminal information in OTT data, and forming fusion data information according to the current fixed mobile network operator information and fusion service attribute information of the user;
b: building-level fusion service data filtering, namely matching the physical and chemical OTT data with a building layer, adding identification information such as building numbers, building names and the like to OTT data sampling points in a building range, defining the OTT data sampling points as effective data, marking sampling points which do not fall in the building as invalid data, and filtering outdoor invalid data to form analyzed target data;
c: setting building value judgment conditions, and dividing building value b according to the setting of building attributes, fixed-moving network fusion service and other related conditions in a building;
d: building value judgment, namely judging building value according to the setting of the building value judgment conditions in the step C;
s8, judging the home width and the business width
A: setting a home broadband judgment condition, screening home broadband users, and prioritizing the home broadband users;
b: judging the family broadband, and if the building attribute is f1 residential building and the user activity period is h2 non-working period, primarily judging the broadband as the family broadband;
c: setting commercial broadband judgment conditions, screening commercial broadband users, and distinguishing priority of the commercial broadband users;
d: judging commercial broadband, and if the building attribute is f2 non-residential building and the user activity period is h1 working period, primarily judging the broadband to be commercial broadband;
s9, developing scheme of fusion service
A: whether the broadband user and the mobile network user are converged users or not is screened, and whether the broadband user and the mobile network user are converged service users or not is judged through the following conditions: a mobile network user operator j and an integrated service user ratio (namely, the mobile network and fixed network and the operator ratio) k (the mobile network user and the operator mean that the mobile network user operator is the same as the broadband operator);
b: setting a fusion service development strategy for a building, finishing the setting of the following parameters, and fusing the current situation m of service development, wherein m1 is a high fusion building when the ratio k of a fusion service user is more than k1, m2 is a general fusion building when k2 of the fusion service user is less than or equal to k1, and k2 of the fusion service user is a low fusion building when k2 of the fusion service user is less than or equal to k 2;
c: the priority order of service development is integrated, the coverage r of a moving network is changed into r1 coverage well when the average value of the RSRP coverage of the moving network is more than or equal to-95 dBm, the coverage r2 coverage of the building is common when the average value of the RSRP of the moving network is less than or equal to-105 dBm, and the coverage r3 coverage of the building is poor when the average value of the RSRP of the moving network is less than-105 dBm;
d: and outputting the converged service development scheme, outputting the converged service development scheme according to the result of the converged service development priority ranking in C, guiding first-line staff to finish the network quality improvement of the building and the converged service marketing development, and evaluating the effect of the service development.
Preferably, the system for analyzing the convergence service of the fixed-mobile network comprises a convergence service system, wherein terminals of the convergence service system are respectively connected with an OTT data system and a building layer system, terminals of the OTT data system and the building layer system are connected with an information matching system, terminals of the information matching system are connected with a conditional setting system, terminals of the conditional setting system are connected with the convergence analysis system, and terminals of the convergence analysis system are connected with a scheme generating system.
Preferably, the OTT data system includes an OTT data preparation module and an OTT data processing module.
Preferably, the building layer system comprises a building broadband information acquisition module.
Compared with the prior art, the invention has the beneficial effects that:
the invention is mainly based on internet OTT data, utilizes the advantages of reality, comprehensiveness, accuracy and the like of OTT data, realizes analysis of fusion service and formulation of development scheme of fusion service, provides support for accurate construction and accurate marketing of operators, effectively reduces construction cost of 5G network and broadband network of operators, improves efficiency and accuracy of first-line personnel marketing work, practically improves network performance and user perception, realizes transition from network construction ' taking network as center ' to user perception as center ' through digital energization, builds a top-quality network, comprehensively improves user perception, and realizes the goals of ' high quality and excellent service '.
Drawings
In order to more clearly illustrate the embodiments of the invention or the technical solutions in the prior art, the drawings that are required in the embodiments or the description of the prior art will be briefly described, it being obvious that the drawings in the following description are only some embodiments of the invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a schematic diagram of a converged service analysis flow in the present invention.
Fig. 2 is a schematic diagram of the network shifting and network fixing integration condition of the present invention.
Fig. 3 is a schematic diagram of the network transfer and network fixation fusion result of the present invention.
FIG. 4 is a schematic diagram of the system connection of the present invention.
In the figure: 10. fusing a service system; 20. OTT data system; 30. building layer systems; 40. an information matching system; 50. a condition setting system; 60. a fusion analysis system; 70. a scheme generation system; 21. OTT data preparation module; 22. OTT data processing module; 31. and the building broadband information acquisition module.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Examples: as shown in fig. 1-4, the invention provides a method for analyzing a converged service of a fixed-mobile network, which comprises the following steps:
s1, basic data preparation
A: OTT data are prepared, the OTT data of the regional Internet are extracted, the data period is one month, and the data comprise network shifting information, fixed network information and terminal information;
b: network shift information, operator, network information (2G, 3G, 4G, 5G), coverage information (RSRP, SINR, etc.);
c: fixed network information, such as an operator, wiFi_Mac, wiFi_name, wiFi_ip, wiFi_type, wiFi_strength and the like;
d: terminal information, did, brand, model, etc.;
s2, building layer preparation
Preparing building layer data, which can display building boundary position information, building number, building name, longitude and latitude and other information, and provide support for building level fusion service analysis;
s3, building broadband information acquisition
Acquiring broadband information of a building by utilizing a digital WiFi terminal program, wherein the broadband information comprises WiFi_name, wiFi_mac, wiFi_strength and the like, and the information is matched with the broadband WiFi information of OTT data, so that a user is accurately positioned to a floor, and a support is provided for an accurate fusion service marketing scheme;
s4, cleaning OTT data and warehousing
Cleaning the original data, deleting invalid data with incomplete information, and importing the cleaned data into a system or a platform to prepare for subsequent data analysis;
s5, perfecting building attribute information
Perfecting basic information of a building on the basis of a building layer, including: building number, building name, main coverage scene, building type, service area, floor, building height, building area, longitude and latitude, address, building length and other information;
s6, data geography
A: the method comprises the steps of moving network data physical and chemical, fixed network data physical and chemical, importing OTT original output into a system according to longitude and latitude position information in OTT data, realizing geographical presentation of original point data, and respectively presenting original point map layer data as moving network data physical and chemical presentation and fixed network data physical and chemical presentation;
b: building data are subjected to physical and chemical, collected broadband information is matched according to building numbers and building names on building layer data after building attribute information in the step S5 is completed, broadband building address library information is formed after initialization, and a basis is provided for OTT data matching;
s7, analyzing fusion condition of building-level fixed-mobile network
A: the method comprises the steps of carrying out fixed network and mobile network service fusion analysis, forming a user fusion service information base according to fixed network, mobile network and terminal information in OTT data, and forming fusion data information according to the current fixed mobile network operator information and fusion service attribute information of the user;
by adopting the technical scheme, the formed fusion data information mainly comprises the following types:
b: building-level fusion service data filtering, namely matching the physical and chemical OTT data with a building layer, adding identification information such as building numbers, building names and the like to OTT data sampling points in a building range, defining the OTT data sampling points as effective data, marking sampling points which do not fall in the building as invalid data, and filtering outdoor invalid data to form analyzed target data;
c: setting building value judgment conditions, and dividing building value b according to the setting of building attributes, fixed-moving network fusion service and other related conditions in a building;
by adopting the technical scheme, the building value b is divided into: b1 high value, b2 medium value, b3 low value;
in the building value judging process, the following conditions need to be judged: c, the number of sampling points in the building; d. the number of the network-moving users; e. the number of broadband users of the fixed network; f. building attributes;
f. building attributes are classified into houses (residential property buildings such as ordinary houses, commercial houses, dormitories, etc.), commercial buildings (non-residential buildings such as office buildings, super-commercial buildings, office buildings of institutions, etc.);
high value building b1: the method comprises the steps of (1) the number of sampling points c is greater than a threshold value c1, (2) the number of network shifting users d is greater than a threshold value d1, and (3) the number of fixed network broadband users e is greater than a threshold value e1, wherein when the building meets 2 or more of the above 3 conditions, the building is a high-value building;
low value building b3: the method comprises the steps of (1) sampling a point c which is less than or equal to a threshold value c2, (2) the number d of the network shifting users which is less than or equal to a threshold value d2, and (3) the number e of the fixed network broadband users which is less than or equal to a threshold value e2, wherein when the building meets 2 or more of the above 3 conditions, the building is a low-value building;
medium value building b2: the building does not meet the high-value building condition or the low-value building condition, and is changed into a medium-value building.
D: building value judgment, namely judging building value according to the setting of the building value judgment conditions in the step C;
by adopting the technical scheme, the threshold value c1 of the sampling point number c is set to 2000, the threshold value d1 of the network moving user number d is set to 500, the threshold value d2 is set to 100, the threshold value e1 of the fixed network broadband user number e is set to 200, and the threshold value e2 is set to 50;
according to the conditions, if a residential building meets 2 of 3 conditions, such as the number of internal sampling points c is more than 2000, the number of network shifting users d1 is more than 200, the number of fixed network broadband users e1 is more than 100, and the like, the building is changed into a high-value building.
S8, judging the home width and the business width
A: setting a home broadband judgment condition, screening home broadband users, and prioritizing the home broadband users;
by adopting the technical scheme, in the process of judging the home broadband, the following conditions need to be judged: building attribute f, resident user number g of broadband down-hanging network, user activity period h and priority i;
broadband down-hanging mobile network resident user number g defines: in one month, if the number of days that a certain mobile network user appears under a certain broadband exceeds 10 days, the user is considered to be a resident user of the broadband;
the building attribute f is set to: f1 residential building, f2 non-residential building;
broadband down-hanging mobile network resident user number g: g1 high number of hanging users under g2 low number of hanging users under g2 (default g1 > g 2);
user active period h: h1 is the working period, i.e. the active period is 8:00-19:00 of the working day; h2 is a non-working period, namely holidays or working days 20:00-7:00; the user active period refers to a period of time with more user sampling points and frequency;
priority i: i1 is a high priority home width, i2 is a medium priority home width, and i3 is a low priority home width.
B: judging the family broadband, and if the building attribute is f1 residential building and the user activity period is h2 non-working period, primarily judging the broadband as the family broadband;
by adopting the technical scheme, if the resident user number g of the broadband down-hanging moving network is more than g1, the home width priority i1 is high-priority home width;
the resident user number g of the broadband down-hanging moving network is less than or equal to g2, and the home width priority i3 is low in priority home width;
the resident user number g2 of the broadband down-hanging moving network is more than or equal to g1, and the priority home width in the home width priority i 2;
for example: g1 6, g2=3; if the number g of resident users is more than 6 under the broadband of a certain family, the family is considered to be more, and the family is a high-value and high-potential family with higher priority.
C: setting commercial broadband judgment conditions, screening commercial broadband users, and distinguishing priority of the commercial broadband users;
by adopting the technical scheme, in the commercial broadband judgment process, the judgment of the following conditions needs to be completed: building attribute f, broadband down-hanging network resident user number g, user activity period h, and priority i. The judging condition of the commercial broadband is the same as the judging condition of the household broadband, and the parameter settings are different;
the building attribute f is set to: f1 residential building, f2 non-residential building;
broadband down-hanging mobile network resident user number g: g3 high number of hanging users under g4 low number of hanging users under g4 (default g3 > g 4);
user active period h: h1 is the working period, i.e. the active period is 8:00-19:00 of the working day; h2 is a non-working period, namely holidays or working days 20:00-7:00; the user active period refers to a period of time with more user sampling points and frequency;
priority i: i4 is a high priority quotient width, i5 is a medium priority quotient width, and i6 is a low priority quotient width.
D: judging commercial broadband, and if the building attribute is f2 non-residential building and the user activity period is h1 working period, primarily judging the broadband to be commercial broadband;
by adopting the technical scheme, the resident user number g of the broadband down-hanging moving network is more than g3, and the home width priority i4 is high-priority business width (large enterprise);
the resident user number g of the broadband down-hanging moving network is less than or equal to g4, and the home wide priority i6 is low in priority and the business is wide (small enterprise);
the resident user number g4 of the broadband down-hanging moving network is more than or equal to g3, and the priority quotient in the home width priority i5 is wide (medium-sized enterprises);
for example: g1 100, g2=20; if the number g of resident users is more than 100 under certain commercial broadband, the enterprise is considered to have more personnel, and the enterprise is a high-value and high-potential large enterprise with higher priority.
S9, developing scheme of fusion service
A: whether the broadband user and the mobile network user are converged users or not is screened, and whether the broadband user and the mobile network user are converged service users or not is judged through the following conditions: a mobile network user operator j and an integrated service user ratio (namely, the mobile network and fixed network and the operator ratio) k (the mobile network user and the operator mean that the mobile network user operator is the same as the broadband operator);
by adopting the technical scheme, the mobile network user operator j is set as follows: j1, moving; j2 is communicated; j3 telecommunications;
the fixed network user operator j is set to: j4, moving; j5 is communicated; j6 telecommunications; j7 others;
when the mobile network user operator is the same as the fixed network operator, the mobile network and fixed network are defined as the same operator, i.e. the converged service user, for example: the mobile network operator is j2 communication, the fixed network operator is j5 communication, and the user is changed into a converged service user;
the converged service user duty ratio k is set as: k1 is higher than a certain threshold value, and k2 is lower than a certain threshold value (k 1 > k 2);
when k is 100%, the broadband is a full fusion broadband; when k is 0%, the broadband is changed into a non-fusion broadband; when k is more than 0% and less than 100%, the broadband is a partially fused broadband;
for example: k1 =60%; k2 =30%.
B: setting a fusion service development strategy for a building, finishing the setting of the following parameters, and fusing the current situation m of service development, wherein m1 is a high fusion building when the ratio k of a fusion service user is more than k1, m2 is a general fusion building when k2 of the fusion service user is less than or equal to k1, and k2 of the fusion service user is a low fusion building when k2 of the fusion service user is less than or equal to k 2;
by adopting the technical scheme, the user activity n is set as follows: when the number of sampling points c is more than c1 and the number of network shifting users d is more than d1, setting that the activity of n1 users is high; when the number of sampling points c is less than c2 and the number of network shifting users d is less than d2, setting that the activity of n3 users is low; other cases are set as n2 user liveness is general;
the converged service development policy p is set as: the converged service development keeps building p1, the converged service development strengthens building p2, the converged service greatly develops building p3 and the converged service potentially develops building p4;
setting the current situation of the development of the converged service as m1, and setting the current situation of the development of the converged service as the development of the converged service to keep building p1;
setting the current situation of the development of the fusion service as m2 or m3 and the activity of the user as n1 to be a building p3 for the vigorous development of the fusion service;
setting the current situation of the development of the fusion service as m2 or m3 and the activity of the user as n2, and setting the building p2 for the development enhancement of the fusion service;
and setting the potential development building p4 of the fusion service when the current development situation of the fusion service is m2 or m3 and the user activity is n 3.
C: the priority order of service development is integrated, the coverage r of a moving network is changed into r1 coverage well when the average value of the RSRP coverage of the moving network is more than or equal to-95 dBm, the coverage r2 coverage of the building is common when the average value of the RSRP of the moving network is less than or equal to-105 dBm, and the coverage r3 coverage of the building is poor when the average value of the RSRP of the moving network is less than-105 dBm;
by adopting the technical scheme, the building type s is set as follows: the A-type building is set as s1, the B-type building is set as s2, the C-type building is set as s3, and the D-type building is set as s4;
the service development priority q is integrated, the integrated service development priority is ordered by building integrated service development scores, the integrated service development scores are calculated to be the sum of the following 10 dimension scores, the ratio of each dimension is 10 points, and the total score is 100 points;
fusion service development priority q score = building type s score + building value b score + priority i score + fusion service development current situation m score + fusion service development strategy p score + mobile network coverage r score + mobile network user d score + fixed network broadband user e score + sampling point number c score + fusion service user duty k score;
the calculation rule of each dimension index score is as follows:
d: and outputting the converged service development scheme, outputting the converged service development scheme according to the result of the converged service development priority ranking in C, guiding first-line staff to finish the network quality improvement of the building and the converged service marketing development, and evaluating the effect of the service development.
The utility model provides a solid-mobile network integration business analysis system, includes integration business system 10, and integration business system 10's terminal is connected with OTT data system 20 and building layer system 30 respectively, and OTT data system 20 and building layer system 30's terminal is connected with information matching system 40, and information matching system 40's terminal is connected with conditional setting system 50, and conditional setting system 50's terminal is connected with integration analysis system 60, and integration analysis system 60's terminal is connected with scheme generation system 70.
OTT data system 20 includes an OTT data preparation module 21 and an OTT data processing module 22.
The building layer system 30 includes a building broadband information acquisition module 31.
It will be apparent to those skilled in the art that various modifications and variations can be made to the present invention without departing from the spirit or scope of the invention. Thus, it is intended that the present invention also include such modifications and alterations insofar as they come within the scope of the appended claims or the equivalents thereof.

Claims (4)

1. The method for analyzing the converged services of the fixed and mobile networks is characterized by comprising the following steps:
s1, basic data preparation
A: OTT data are prepared, the OTT data of the regional Internet are extracted, the data period is one month, and the data comprise network shifting information, fixed network information and terminal information;
b: network shift information, operator, network information (2G, 3G, 4G, 5G), coverage information (RSRP, SINR, etc.);
c: fixed network information, such as an operator, wiFi_Mac, wiFi_name, wiFi_ip, wiFi_type, wiFi_strength and the like;
d: terminal information, did, brand, model, etc.;
s2, building layer preparation
Preparing building layer data, which can display building boundary position information, building number, building name, longitude and latitude and other information, and provide support for building level fusion service analysis;
s3, building broadband information acquisition
Acquiring broadband information of a building by utilizing a digital WiFi terminal program, wherein the broadband information comprises WiFi_name, wiFi_mac, wiFi_strength and the like, and the information is matched with the broadband WiFi information of OTT data, so that a user is accurately positioned to a floor, and a support is provided for an accurate fusion service marketing scheme;
s4, cleaning OTT data and warehousing
Cleaning the original data, deleting invalid data with incomplete information, and importing the cleaned data into a system or a platform to prepare for subsequent data analysis;
s5, perfecting building attribute information
Perfecting basic information of a building on the basis of a building layer, including: building number, building name, main coverage scene, building type, service area, floor, building height, building area, longitude and latitude, address, building length and other information;
s6, data geography
A: the method comprises the steps of moving network data physical and chemical, fixed network data physical and chemical, importing OTT original output into a system according to longitude and latitude position information in OTT data, realizing geographical presentation of original point data, and respectively presenting original point map layer data as moving network data physical and chemical presentation and fixed network data physical and chemical presentation;
b: building data are subjected to physical and chemical, collected broadband information is matched according to building numbers and building names on building layer data after building attribute information in the step S5 is completed, broadband building address library information is formed after initialization, and a basis is provided for OTT data matching;
s7, analyzing fusion condition of building-level fixed-mobile network
A: the method comprises the steps of carrying out fixed network and mobile network service fusion analysis, forming a user fusion service information base according to fixed network, mobile network and terminal information in OTT data, and forming fusion data information according to the current fixed mobile network operator information and fusion service attribute information of the user;
b: building-level fusion service data filtering, namely matching the physical and chemical OTT data with a building layer, adding identification information such as building numbers, building names and the like to OTT data sampling points in a building range, defining the OTT data sampling points as effective data, marking sampling points which do not fall in the building as invalid data, and filtering outdoor invalid data to form analyzed target data;
c: setting building value judgment conditions, and dividing building value b according to the setting of building attributes, fixed-moving network fusion service and other related conditions in a building;
d: building value judgment, namely judging building value according to the setting of the building value judgment conditions in the step C;
s8, judging the home width and the business width
A: setting a home broadband judgment condition, screening home broadband users, and prioritizing the home broadband users;
b: judging the family broadband, and if the building attribute is f1 residential building and the user activity period is h2 non-working period, primarily judging the broadband as the family broadband;
c: setting commercial broadband judgment conditions, screening commercial broadband users, and distinguishing priority of the commercial broadband users;
d: judging commercial broadband, and if the building attribute is f2 non-residential building and the user activity period is h1 working period, primarily judging the broadband to be commercial broadband;
s9, developing scheme of fusion service
A: whether the broadband user and the mobile network user are converged users or not is screened, and whether the broadband user and the mobile network user are converged service users or not is judged through the following conditions: a mobile network user operator j and an integrated service user ratio (namely, the mobile network and fixed network and the operator ratio) k (the mobile network user and the operator mean that the mobile network user operator is the same as the broadband operator);
b: setting a fusion service development strategy for a building, finishing the setting of the following parameters, and fusing the current situation m of service development, wherein m1 is a high fusion building when the ratio k of a fusion service user is more than k1, m2 is a general fusion building when k2 of the fusion service user is less than or equal to k1, and k2 of the fusion service user is a low fusion building when k2 of the fusion service user is less than or equal to k 2;
c: the priority order of service development is integrated, the coverage r of a moving network is changed into r1 coverage well when the average value of the RSRP coverage of the moving network is more than or equal to-95 dBm, the coverage r2 coverage of the building is common when the average value of the RSRP of the moving network is less than or equal to-105 dBm, and the coverage r3 coverage of the building is poor when the average value of the RSRP of the moving network is less than-105 dBm;
d: and outputting the converged service development scheme, outputting the converged service development scheme according to the result of the converged service development priority ranking in C, guiding first-line staff to finish the network quality improvement of the building and the converged service marketing development, and evaluating the effect of the service development.
2. The fixed mobile network convergence service analysis system as claimed in claim 1, comprising a convergence service system (10), wherein terminals of the convergence service system (10) are respectively connected with an OTT data system (20) and a building layer system (30), terminals of the OTT data system (20) and the building layer system (30) are connected with an information matching system (40), terminals of the information matching system (40) are connected with a condition setting system (50), terminals of the condition setting system (50) are connected with a convergence analysis system (60), and terminals of the convergence analysis system (60) are connected with a scheme generating system (70).
3. A converged traffic analysis system in accordance with claim 2, characterized in that the OTT data system (20) comprises an OTT data preparation module (21) and an OTT data processing module (22).
4. A converged traffic analysis system in accordance with claim 2, wherein the building layer system (30) comprises a building broadband information acquisition module (31).
CN202310675474.5A 2023-06-08 2023-06-08 Method and system for analyzing converged services of fixed and mobile networks Pending CN116684299A (en)

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