CN117082561B

CN117082561B - Intelligent monitoring and evaluating method, system and medium for communication network

Info

Publication number: CN117082561B
Application number: CN202311315914.2A
Authority: CN
Inventors: 王志旺
Original assignee: Beijing Green Apple Technology Co ltd
Current assignee: Beijing Green Apple Technology Co ltd
Priority date: 2023-10-12
Filing date: 2023-10-12
Publication date: 2024-01-02
Anticipated expiration: 2043-10-12
Also published as: CN117082561A

Abstract

The application provides a communication network intelligent monitoring and evaluating method, a system and a medium, belonging to the technical field of big data and communication networks. The method comprises the following steps: collecting network data monitoring information and communication environment monitoring information, generating a communication network system characteristic model organization tree, extracting voice system carrier frequency characteristic data, drive test characteristic data and communication network environment characteristic data of each sub-network, processing to obtain a network carrier frequency working condition quality inspection sub-coefficient and a network road quality inspection sub-coefficient, processing to obtain a communication network quality inspection sub-coefficient and aggregating to obtain a communication network total quality inspection index, processing to obtain a sub-network quality inspection index, and comparing with a network quality inspection threshold to evaluate the monitoring evaluation condition of each sub-network; and the quality inspection index evaluation is carried out on the communication network quality inspection sub-coefficients obtained by quality inspection on the carrier frequency working conditions and the road performance of each sub-network and the total quality inspection index of the communication network, so that the quality inspection evaluation is carried out on the carrier frequency working conditions and the road performance of the network operation according to network data.

Description

Intelligent monitoring and evaluating method, system and medium for communication network

Technical Field

The application relates to the technical field of big data and communication networks, in particular to an intelligent monitoring and evaluating method, system and medium for a communication network.

Background

The monitoring of communication network and facilities is an important link of the network, the monitoring and evaluation of the network operation quality generally comprises the collection and analysis and evaluation of session system data and drive test data, wherein the session system data is the statistical data of paging, congestion, call drop, switching and channel performance of network performance indexes, the drive test data is the statistical data of signal call drop, strength, time delay, transmission rate and other performance qualities in a network operation area, the environment has differences on the blocking of each segmented communication network and the signaling user condition and the base station setting condition due to the difference of the geographic positions or regional environments of each segment of the network, and the environment layout elements can interfere and affect the monitoring and evaluation of the network operation quality, but the comprehensive analysis and evaluation of all the collected information data of the network performance can not be realized at present, in particular the technical means of the comprehensive analysis and evaluation of the carrier frequency and the road performance under different communication environment layouts are not available in the prior communication network industry, and the evaluation technology has the technical defects that the collected information data cannot be analyzed and judged through the above-mentioned collected information data.

In view of the above problems, an effective technical solution is currently needed.

Disclosure of Invention

An object of the embodiments of the present application is to provide a method, a system, and a medium for intelligently monitoring and evaluating a communication network, which can perform quality inspection index evaluation on a communication network quality inspection sub-coefficient obtained by quality inspection on carrier frequency working conditions and road performance of each sub-network of the communication network and a total quality inspection index of the communication network, so as to implement quality inspection evaluation on the carrier frequency working conditions and road performance of network operation according to network data.

The embodiment of the application also provides a communication network intelligent monitoring and evaluating method, which comprises the following steps:

collecting network data monitoring information and communication environment monitoring information of a preset communication network in a preset time period;

generating a communication network performance monitoring map according to the network data monitoring information, and generating a communication network system characteristic model organization tree according to the communication network performance monitoring map and the communication environment monitoring information;

extracting a communication network characteristic data set according to the communication network system characteristic model organization tree, wherein the communication network characteristic data set comprises voice system carrier frequency characteristic data, drive test characteristic data and communication network environment characteristic data of each sub-network;

processing according to the voice system carrier frequency characteristic data and combining the communication network environment characteristic data to obtain a network carrier frequency working condition quality inspection sub-coefficient;

Processing according to the drive test characteristic data and combining the communication network environment characteristic data to obtain a network drive test performance quality test sub-coefficient;

processing according to the network carrier frequency working condition quality testing sub-coefficient and the network road quality testing sub-coefficient to obtain corresponding communication network quality testing sub-coefficients of each sub-network, and performing aggregation processing on the communication network quality testing sub-coefficients to obtain a communication network total quality testing index;

and processing according to the corresponding sub-coefficients of the quality inspection of the communication network and the total quality inspection index of the communication network to obtain corresponding sub-network performance quality inspection indexes, and carrying out threshold comparison according to the sub-network performance quality inspection indexes and a preset network performance quality inspection threshold value to evaluate the monitoring evaluation condition of each sub-network in a preset time period and display.

Optionally, in the method for intelligently monitoring and evaluating a communication network according to the embodiment of the present application, the collecting network data monitoring information and communication environment monitoring information of a preset communication network in a preset time period includes:

collecting network data monitoring information of a preset communication network in a preset time period, wherein the network data monitoring information comprises voice system carrier frequency characteristic information and drive test characteristic information;

And collecting communication environment monitoring information of a preset communication network in a preset time period, wherein the communication environment monitoring information comprises network area geographic characteristic information, network area signaling user information and base station setting information.

Optionally, in the method for intelligently monitoring and evaluating a communication network according to the embodiment of the present application, the generating a communication network performance monitoring map according to the network data monitoring information, and generating a communication network system feature model organization tree according to the communication network performance monitoring map and the communication environment monitoring information, includes:

respectively extracting monitoring sub-information of each sub-network according to the voice system carrier frequency characteristic information and the drive test characteristic information to respectively obtain the voice system carrier frequency characteristic sub-information and the drive test characteristic sub-information;

the voice system carrier frequency characteristic sub-information comprises carrier frequency performance information and carrier frequency channel information of each sub-network;

the drive test characteristic sub-information comprises drive test signal information and drive test performance information of each sub-network;

generating a communication network performance monitoring map by combining the drive test signal information and the drive test performance information according to the carrier frequency performance information and the carrier frequency channel information of all the sub-networks;

and generating a communication network system characteristic model organization tree according to the communication network performance monitoring map and combining the network region geographic characteristic information, the network region signaling user information and the base station setting information.

Optionally, in the method for intelligently monitoring and evaluating a communication network according to the embodiment of the present application, the extracting a communication network feature data set according to the communication network system feature model organization tree includes voice system carrier frequency feature data, drive test feature data and communication network environment feature data of each sub-network includes:

extracting a communication network characteristic data set in the preset time period according to the communication network system characteristic model organization tree, wherein the communication network characteristic data set comprises voice system carrier frequency characteristic data, drive test characteristic data and communication network environment characteristic data of each sub-network;

the voice system carrier frequency characteristic data comprises a carrier frequency performance sub-data set and a carrier frequency power control channel sub-data set of each sub-network;

the carrier frequency performance sub-data set comprises paging success rate sub-data, telephone traffic quantum data, congestion rate sub-data, call drop rate sub-data and switching success rate sub-data, and the carrier frequency power control channel sub-data set comprises channel load sub-data, control channel number sub-data and channel integrity rate sub-data;

the drive test characteristic data comprises a drive test signal sub-data set and a drive test performance sub-data set of each sub-network;

the drive test signal sub-data set comprises signal strength sub-data, data transmission rate sub-data, access success rate sub-data and time delay sub-data, and the drive test performance sub-data set comprises drop frequency sub-data, site field intensity distribution sub-data and level quality sub-data;

The communication network environment characteristic data comprise network area signal blocking rate data, network area signaling user density data and base station layout density data of each sub-network.

Optionally, in the method for intelligently monitoring and evaluating a communication network according to the embodiment of the present application, the processing according to the voice system carrier frequency feature data and the communication network environment feature data to obtain a network carrier frequency working condition quality inspection sub-coefficient includes:

inputting the paging success rate sub-data, telephone traffic quantum data, congestion rate sub-data, dropped call rate sub-data and switching success rate sub-data into a preset telephone system carrier frequency performance detection model according to the channel load sub-data, control channel number sub-data and channel integrity rate sub-data for processing to obtain telephone system carrier frequency performance parameters of each sub-network;

inputting the network carrier frequency working condition evaluation model according to the telephone system carrier frequency performance parameters in combination with the network area signal blocking rate data, the network area signaling user density data and the base station layout density data to process, and obtaining network carrier frequency working condition quality inspection sub-coefficients of each sub-network in the preset time period;

The calculation formula of the network carrier frequency working condition quality inspection sub-coefficient is as follows:

；

wherein,sub-coefficients are checked for the network carrier frequency working condition of the ith sub-network, < + >>Carrier frequency performance parameter for the i-th sub-network>、、Network area signal blocking rate data, network area signaling user density data, base station arrangement density data and/or the like of the ith sub-network respectively>、、、Is a preset characteristic coefficient.

Optionally, in the method for intelligently monitoring and evaluating a communication network according to the embodiment of the present application, the processing according to the drive test feature data in combination with the communication network environment feature data to obtain a network road test performance quality testing sub-coefficient includes:

inputting the signal strength sub-data, the data transmission rate sub-data, the access success rate sub-data and the time delay sub-data into a preset routability detection model according to the drop frequency sub-data, the site field intensity distribution sub-data and the level quality sub-data for processing to obtain the routability performance parameters of each sub-network;

inputting the network area signal blocking rate data, the network area signaling user density data and the base station layout density data into a preset network road performance evaluation model according to the road performance parameters to be processed, and obtaining network road performance test sub-coefficients of each sub-network in the preset time period;

The calculation formula of the network routability property detection sub-coefficient is as follows:

；

wherein,for the network-routability property-detection sub-coefficient of the ith sub-network,/for the sub-coefficient of the network-routability property-detection sub-coefficient of the network-routability>For the i-th sub-network's routability argument,/-, for the i-th sub-network>、、Network area signal blocking rate data, network area signaling user density data, base station arrangement density data and/or the like of the ith sub-network respectively>、、、Is a preset characteristic coefficient.

Optionally, in the method for intelligently monitoring and evaluating a communication network according to the embodiment of the present application, the processing according to the network carrier frequency working condition quality testing sub-coefficient and the network routability quality testing sub-coefficient is performed to obtain corresponding communication network quality testing sub-coefficients of each sub-network, and the aggregation processing is performed on the communication network quality testing sub-coefficients to obtain a communication network total quality testing index, including:

processing according to the network carrier frequency working condition quality testing sub-coefficient and the network road quality testing sub-coefficient to obtain corresponding communication network quality testing sub-coefficients of each sub-network;

processing according to the network area signal blocking rate data, the network area signaling user density data and the base station layout density data to obtain network environment compensation factors corresponding to each sub-network;

carrying out weighted aggregation according to the network environment compensation factors of each sub-network and the corresponding communication network quality inspection sub-coefficients to obtain a communication network total quality inspection index of the preset communication network in a preset time period;

The weighted aggregation formula of the total quality inspection index of the communication network is as follows:

；

wherein,for the total quality index of the communication network, +.>Sub-coefficients are checked for communication network quality of the ith sub-network,/->N is the number of sub-networks of the preset communication network, which is the network environment compensation factor of the ith sub-network,/for the i-th sub-network>And the preset characteristic coefficient is the ith sub-network.

Optionally, in the method for intelligently monitoring and evaluating a communication network according to the embodiment of the present application, the processing according to the corresponding sub-coefficients of quality inspection of the communication network and the total quality inspection index of the communication network, to obtain corresponding sub-network performance quality inspection indexes includes:

processing according to the corresponding sub-coefficients of the quality inspection of the communication network and the total quality inspection index of the communication network to obtain corresponding sub-network performance quality inspection indexes of each sub-network;

the sub-network performance quality inspection index of each sub-network is as follows:

；

wherein,sub-network performance quality inspection index for the ith sub-network, +.>For the total quality control index of the communication network,sub-coefficients are checked for communication network quality of the ith sub-network,/->And the preset characteristic coefficient is the ith sub-network.

In a second aspect, an embodiment of the present application provides a communication network intelligent monitoring and evaluating system, including: the system comprises a memory and a processor, wherein the memory comprises a program of a communication network intelligent monitoring and evaluating method, and the program of the communication network intelligent monitoring and evaluating method realizes the following steps when being executed by the processor:

In a third aspect, embodiments of the present application further provide a computer readable storage medium, where the computer readable storage medium includes a communication network intelligent monitoring and evaluating method program, where the communication network intelligent monitoring and evaluating method program, when executed by a processor, implements the steps of the communication network intelligent monitoring and evaluating method as described above.

According to the intelligent monitoring and evaluating method, system and medium for the communication network, network data monitoring information and communication environment monitoring information are collected, a communication network system characteristic model organization tree is generated, then the voice system carrier frequency characteristic data, the drive test characteristic data and the communication network environment characteristic data of each sub-network are extracted, the combination processing is carried out to obtain a network carrier frequency working condition quality testing sub-coefficient and a network route performance testing sub-coefficient respectively, the further processing is carried out to obtain a communication network quality testing sub-coefficient, the aggregation processing is carried out to obtain a communication network total quality testing index, the communication network quality testing sub-coefficient of each sub-network is processed to obtain a sub-network performance quality testing index, and the monitoring evaluation condition of each sub-network is compared with a network performance quality testing threshold and displayed; and the quality inspection index evaluation is carried out on the communication network quality inspection sub-coefficients obtained by quality inspection on the carrier frequency working conditions and the road test performances of each sub-network of the communication network and the total quality inspection index of the communication network, so that the quality inspection evaluation is carried out on the network operation performances according to the carrier frequency working conditions and the road test performances by collecting the communication network information data.

Drawings

Fig. 1 is a flowchart of a communication network intelligent monitoring and evaluating method provided in the present application;

FIG. 2 is a flowchart of a method for intelligently monitoring and evaluating a communication network to obtain network data monitoring information and communication environment monitoring information;

FIG. 3 is a flowchart of a method for generating a feature model organization tree of a communication network system according to the method for intelligently monitoring and evaluating a communication network provided by the application;

fig. 4 is a schematic structural diagram of the communication network intelligent monitoring and evaluating system provided in the present application.

Detailed Description

The technical solutions of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application.

Fig. 1 is a flow chart of a preferred communication network intelligent monitoring and evaluating method of the present application. The intelligent monitoring and evaluating method for the communication network is used in terminal equipment, such as computers, mobile phone terminals and the like. The intelligent monitoring and evaluating method for the communication network comprises the following steps: s101, collecting network data monitoring information and communication environment monitoring information of a preset communication network in a preset time period; s102, generating a communication network performance monitoring map according to network data monitoring information, and generating a communication network system characteristic model organization tree according to the communication network performance monitoring map and communication environment monitoring information; s103, extracting a communication network characteristic data set according to a communication network system characteristic model organization tree, wherein the communication network characteristic data set comprises voice system carrier frequency characteristic data, drive test characteristic data and communication network environment characteristic data of each sub-network; s104, processing according to the voice system carrier frequency characteristic data and the communication network environment characteristic data to obtain a network carrier frequency working condition quality inspection sub-coefficient; s105, processing according to the drive test characteristic data and the communication network environment characteristic data to obtain a network drive test performance quality test sub-coefficient; s106, processing according to the network carrier frequency working condition quality testing sub-coefficients and the network road quality testing sub-coefficients to obtain corresponding communication network quality testing sub-coefficients of each sub-network, and performing aggregation processing on the communication network quality testing sub-coefficients to obtain a communication network total quality testing index; and S107, processing according to the corresponding communication network quality inspection sub-coefficient and the communication network total quality inspection index of each sub-network to obtain a corresponding sub-network performance quality inspection index, and carrying out threshold comparison according to the sub-network performance quality inspection index and a preset network performance quality inspection threshold value, evaluating the monitoring evaluation condition of each sub-network in a preset time period, and displaying.

In order to realize the accurate evaluation of the operation quality and performance condition of the preset communication network, a method for carrying out sub-processing on the information data acquisition and evaluation of the network in a certain preset time period is adopted, the sub-networks are divided and processed according to the requirements according to different condition elements such as network sub-network setting, network layout, site setting, geographical environment and the like, a plurality of sub-networks are obtained, then the information acquisition, the data processing and the evaluation are carried out on the sub-networks, finally the quality inspection is carried out, so as to realize the accurate quality inspection evaluation of the sub-networks under the objective operation condition or the operation environment, the network data monitoring information and the communication environment monitoring information of the preset communication network in the preset time period are acquired, and the communication network performance monitoring map depicting the operation performance condition of the network is generated, generating a communication network system characteristic model organization tree of the communication network operation characteristic under the communication network environment by combining the communication environment monitoring information of the network, extracting a communication network characteristic data set according to the model organization tree, including the voice system carrier frequency characteristic data, the drive test characteristic data and the communication network environment characteristic data of each sub-network, respectively combining the voice system carrier frequency characteristic data and the drive test characteristic data with the communication network environment characteristic data to obtain a network carrier frequency working condition quality detection sub-coefficient and a network road test performance sub-coefficient under the corresponding sub-network operation environment, processing according to the network carrier frequency working condition quality detection sub-coefficient and the network road test performance sub-coefficient to obtain the corresponding communication network quality detection sub-coefficient of each sub-network, wherein the quality detection sub-coefficient is the quality detection quality measurement data for carrying out quality detection on the network carrier frequency working condition and the road test performance of each sub-network under the communication environment condition, and finally, processing the sub-coefficients of the sub-networks according to the sub-coefficients of the sub-networks and the total quality index of the communication network to obtain sub-network performance quality inspection indexes, comparing the sub-network performance quality inspection indexes of the sub-networks with a preset network performance quality inspection threshold value, identifying and judging the sub-network corresponding to the sub-coefficient of the communication network which does not meet the preset requirement according to the comparison requirement of whether the threshold value comparison result meets the preset network performance quality inspection threshold value, displaying the abnormal result, and realizing the technical means of quality inspection evaluation on the carrier frequency working condition and the road performance of the network operation according to the acquired communication network information data.

Fig. 2 is a flowchart of acquiring network data monitoring information and communication environment monitoring information in the communication network intelligent monitoring and evaluating method of the present application. According to the embodiment of the invention, the network data monitoring information and the communication environment monitoring information of the preset communication network in the preset time period are collected, specifically: s201, collecting network data monitoring information of a preset communication network in a preset time period, wherein the network data monitoring information comprises voice system carrier frequency characteristic information and drive test characteristic information; s202, collecting communication environment monitoring information of a preset communication network in a preset time period, wherein the communication environment monitoring information comprises network area geographic characteristic information, network area signaling user information and base station setting information.

In order to accurately evaluate the operation performance quality inspection evaluation result of the communication network, network data monitoring information and communication environment monitoring information of a certain target communication network in a certain time period need to be acquired first, so that the network operation performance of the communication network and the environment layout of the network are subjected to data description, analysis and evaluation according to the acquired information. The collected network data monitoring information comprises voice system carrier frequency characteristic information and drive test characteristic information of the communication network, the voice system carrier frequency characteristic information is collected information reflecting paging, congestion, call drop, switching and channel performance of performance indexes of the communication network, the drive test characteristic information is collected information reflecting signal call drop, strength, time delay, transmission rate and other performance qualities in an operation area of the communication network, and the communication environment monitoring information comprises signal isolation conditions caused by landform and elevation of a network area where the communication network is located, signaling user conditions of the network area and related information of base station setting layout in the area.

FIG. 3 is a flow chart of a method for generating a communication network system feature model organizational tree for a communication network intelligent monitoring and assessment method of the present application. The method comprises the steps of generating a communication network performance monitoring map according to network data monitoring information, and generating a communication network system characteristic model organization tree according to the communication network performance monitoring map and communication environment monitoring information, wherein the method comprises the following specific steps: s301, respectively extracting monitoring sub-information of each sub-network according to the voice system carrier frequency characteristic information and the drive test characteristic information, and respectively obtaining the voice system carrier frequency characteristic sub-information and the drive test characteristic sub-information; s302, the voice system carrier frequency characteristic sub-information comprises carrier frequency performance information and carrier frequency channel information of each sub-network; s303, the drive test characteristic sub-information comprises drive test signal information and drive test performance information of each sub-network; s304, generating a communication network performance monitoring map according to carrier frequency performance information and carrier frequency channel information of all sub-networks by combining drive test signal information and drive test performance information; and S305, generating a communication network system characteristic model organization tree according to the communication network performance monitoring map and combining the network region geographic characteristic information, the network region signaling user information and the base station setting information.

After acquiring network data monitoring information and communication environment monitoring information of a preset communication network in a preset time period, generating a monitoring map capable of describing the operation working condition performance of the communication network according to the information to be generated, generating a characteristic model organization tree capable of datamation describing the operation characteristics of the communication network system under the communication environment condition according to the map and the corresponding communication network environment, wherein the model organization tree is a datamation model capable of datamation describing the overall operation performance quality of the network system under the network operation environment condition, the characteristic quantity of each network operation performance data can be acquired through the model organization tree, the characteristic data of the communication network system carrier frequency and the road test performance quality can be acquired through the model organization tree extraction, firstly, the monitoring sub-information of each sub-network is respectively extracted according to the characteristic information of the carrier frequency and the road test characteristic sub-information of the communication network to be acquired, the characteristic sub-information of the corresponding carrier frequency of the communication system and the road test characteristic sub-information are generated, the road test characteristic sub-information of the communication system comprises the road test signal feedback condition of each sub-network and the road test signal of the road test network under the communication environment condition, and the road test characteristic sub-information of the road test network is generated according to the road test signal feedback condition of each sub-network carrier frequency and the road test performance of the communication network, and the road test characteristic sub-network information of the communication system is generated according to the information of the road test sub-network carrier frequency characteristic of the communication system, and the road test sub-network carrier frequency characteristic sub-information is generated according to the information of the monitoring sub-information of the communication system, and the road test sub-network carrier frequency characteristic sub-information, and the road test sub-information of the communication system, and the information of the communication performance information is generated.

The method comprises the steps of extracting a communication network characteristic data set according to a communication network system characteristic model organization tree, wherein the communication network characteristic data set comprises voice system carrier frequency characteristic data, drive test characteristic data and communication network environment characteristic data of each sub-network, and specifically comprises the following steps: extracting a communication network characteristic data set in a preset time period according to a communication network system characteristic model organization tree, wherein the communication network characteristic data set comprises voice system carrier frequency characteristic data, drive test characteristic data and communication network environment characteristic data of each sub-network; the voice system carrier frequency characteristic data comprises a carrier frequency performance sub-data set and a carrier frequency power control channel sub-data set of each sub-network; the carrier frequency performance sub-data set comprises paging success rate sub-data, traffic quantum data, congestion rate sub-data, dropped call rate sub-data and switching success rate sub-data, and the carrier frequency power control channel sub-data set comprises channel load sub-data, control channel number sub-data and channel integrity rate sub-data; the drive test characteristic data comprises a drive test signal sub-data set and a drive test performance sub-data set of each sub-network; the drive test signal sub-data set comprises signal intensity sub-data, data transmission rate sub-data, access success rate sub-data and time delay sub-data, and the drive test performance sub-data set comprises drop frequency sub-data, site field intensity distribution sub-data and level quality sub-data; the communication network environment characteristic data comprises network area signal blocking rate data, network area signaling user density data and base station layout density data of each sub-network.

It should be noted that, a communication network characteristic data set is extracted through a generated communication network system characteristic model organization tree, the characteristic data set is characteristic description data reflecting the voice system carrier frequency, the drive test performance and the communication network environment of each sub-network in the communication network, wherein the voice system carrier frequency characteristic data comprises a carrier frequency performance sub-data set and a carrier frequency power control channel sub-data set of each sub-network, the carrier frequency performance sub-data set comprises a plurality of sub-data of paging success rate, traffic volume, congestion rate, call drop rate and switching success rate (including hard switching and soft switching in signaling), the carrier frequency power control channel sub-data set comprises a carrier frequency channel operation load, the number of channels of communication control and the sound rate of a communication channel, the drive test characteristic data comprises a drive test signal sub-data set and a drive test performance sub-data set of each sub-network, the drive test signal sub-data set comprises signal strength, data transmission rate, signal access success rate and signal time delay sub-data, the drive test performance sub-data set comprises frequency distribution of a communication site and sub-data of level quality condition, the communication network environment characteristic data comprises a plurality of sub-data of frequency of communication sites, the carrier frequency channel operation load, the communication network environment data comprises the carrier frequency channel operation load, the channel number of communication control and the sound rate of communication channel is reflected by the carrier frequency of the communication network, the communication network has the communication system has the signal channel state performance, the communication channel has the signal channel state performance, and the communication network station performance has the communication channel state.

According to the embodiment of the invention, the network carrier frequency working condition quality inspection sub-coefficient is obtained by processing according to the voice system carrier frequency characteristic data and the communication network environment characteristic data, and specifically comprises the following steps: inputting the paging success rate sub-data, the telephone traffic quantum data, the congestion rate sub-data, the dropped call rate sub-data and the switching success rate sub-data into a preset telephone system carrier frequency performance detection model according to the combination of the channel load sub-data, the control channel number sub-data and the channel integrity rate sub-data for processing to obtain telephone system carrier frequency performance parameters of each sub-network; inputting the network carrier frequency working condition evaluation model according to the telephone system carrier frequency performance parameters, combining the network area signal blocking rate data, the network area signaling user density data and the base station layout density data to process, and obtaining network carrier frequency working condition quality inspection sub-coefficients of each sub-network in the preset time period; the calculation formula of the network carrier frequency working condition quality inspection sub-coefficient is as follows:

；

wherein,sub-coefficients are checked for the network carrier frequency working condition of the ith sub-network, < + >>Carrier frequency performance parameter for the i-th sub-network>、、Network area signal blocking rate data, network area signaling user density data, base station arrangement density data and/or the like of the ith sub-network respectively >、、 Is a preset characteristic coefficient.

After the carrier frequency performance sub-data set and the carrier frequency power control channel sub-data set, the drive test signal sub-data set and the drive test performance sub-data set of each sub-network of the communication network and the communication network environment characteristic data are obtained, for detecting and evaluating the working condition quality of the telephone system carrier frequency of each sub-network in the network environment, firstly, each sub-data of the carrier frequency performance sub-data set and the carrier frequency power control channel sub-data set is calculated and processed through a preset telephone system carrier frequency performance detection model to obtain telephone system carrier frequency performance parameters corresponding to each sub-network, the performance parameters are operation performance indexes reflecting the telephone system carrier frequency of each sub-network, and then, according to the telephone system carrier frequency performance parameters, the calculation processing is carried out through a preset network carrier frequency working condition evaluation model in combination with the communication network environment characteristic data, the network carrier frequency working condition quality detection sub-coefficient of each sub-network in a preset time period is obtained, and the quality detection sub-coefficient reflects the carrier frequency working condition quality detection condition of each sub-network under the influence of communication environment interference; the calculation formula of the voice system carrier frequency performance parameter is as follows:

；

wherein,carrier frequency performance parameter for the i-th sub-network>、、、、Paging success rate sub-data, telephone traffic quantum data, congestion rate sub-data, call drop rate sub-data, switching success rate sub-data, and +. >、、Channel load sub-data, control channel number sub-data, channel integrity sub-data, respectively, of the ith sub-network,/->For presetting carrier frequency characteristic factor->、、、、、、、The characteristic coefficient is preset (the characteristic factor of the preset carrier frequency and the characteristic coefficient are obtained by inquiring through a preset communication network monitoring platform).

According to the embodiment of the invention, the network driving performance test sub-coefficient is obtained by processing the driving characteristic data and the communication network environment characteristic data, specifically: inputting the signal strength sub-data, the data transmission rate sub-data, the access success rate sub-data and the time delay sub-data into a preset routability detection model according to the combination of the drop frequency sub-data, the site field intensity distribution sub-data and the level quality sub-data for processing to obtain routability performance parameters of each sub-network; inputting the network area signal blocking rate data, the network area signaling user density data and the base station layout density data into a preset network road performance evaluation model according to the road performance parameters, and processing to obtain network road performance detection sub-coefficients of each sub-network in the preset time period; the calculation formula of the network routability property detection sub-coefficient is as follows:

；

It should be noted that, for detecting and evaluating the quality of the road test performance of each sub-network in the network environment, firstly, calculating and processing each sub-data of the road test signal sub-data set and the road test performance sub-data set through a preset road test performance detection model to obtain the road test performance parameter corresponding to each sub-network, wherein the performance parameter is the road test performance index reflecting the sub-network, and then calculating and processing through a preset network road test performance evaluation model according to the road test performance parameter and the communication network environment characteristic data to obtain the road test performance sub-coefficient of the sub-network in a preset time period, and the quality test sub-coefficient reflects the detection condition of the road test performance of each sub-network under the influence of the communication environment interference; the calculation formula of the routability parameter is as follows:

；

wherein,for the i-th sub-network's routability argument,/-, for the i-th sub-network>、、、Respectively, the signal intensity sub-data, the data transmission rate sub-data, the access success rate sub-data and the time delay sub-data of the ith sub-network >、、Respectively, drop frequency sub-data, site field intensity distribution sub-data and level quality sub-data of the ith sub-network,>for presetting the drive test signal characteristic factor, +.>、、、、、、For presetting characteristic coefficient (presetting drive test signal characteristic factor and characteristic coefficient passInquiring and acquiring through a preset communication network monitoring platform).

According to the embodiment of the invention, the quality inspection sub-coefficients according to the network carrier frequency working condition and the network route performance are processed to obtain the corresponding communication network quality inspection sub-coefficients of each sub-network, and the communication network quality inspection sub-coefficients are aggregated to obtain the total quality inspection index of the communication network, which is specifically as follows: processing according to the network carrier frequency working condition quality testing sub-coefficient and the network road performance testing sub-coefficient to obtain corresponding communication network quality testing sub-coefficients of each sub-network; processing according to the network area signal blocking rate data, the network area signaling user density data and the base station layout density data to obtain network environment compensation factors corresponding to each sub-network; according to the network environment compensation factors of each sub-network, combining the corresponding communication network quality inspection sub-coefficients to carry out weighted aggregation, so as to obtain a communication network total quality inspection index of a preset communication network in a preset time period; the weighted aggregation formula of the total quality inspection index of the communication network is as follows:

；

Wherein,for the total quality index of the communication network, +.>Sub-coefficients are inspected for communication networks of the ith sub-network,n is the number of sub-networks of the preset communication network, which is the network environment compensation factor of the ith sub-network,/for the i-th sub-network>And the preset characteristic coefficient is the ith sub-network.

After obtaining the network carrier frequency working condition quality testing sub-coefficient and the network route performance testing sub-coefficient of each sub-network in a preset time period, carrying out weighting treatment on the sub-coefficient to obtain a corresponding communication network quality testing sub-coefficient, wherein the sub-coefficient is used for comprehensively detecting the carrier frequency working condition and the route performance of each sub-network to map the network operation performance, and meanwhile, for considering the interference compensation effect of the communication environment, processing according to the communication network environment characteristic data to obtain a network environment compensation factor corresponding to the sub-network, and then carrying out weighting aggregation calculation on the communication network quality testing sub-coefficient of each sub-network in combination with the network environment compensation factor to obtain the total quality testing index of the communication network in the preset time period, wherein the total quality testing index reflects the total quality testing condition of the operation performance of the preset communication network; wherein, the communication network quality inspection sub-coefficient is:

wherein->、The network carrier frequency working condition quality inspection sub-coefficient and the network route performance inspection sub-coefficient of the ith sub-network are respectively +. >、The method comprises the steps of setting a preset characteristic coefficient corresponding to an ith sub-network; the network environment compensation factors are:Wherein->、、Network area signal blocking rate data, network area signaling user density data and base station layout of the ith sub-network respectivelyDensity data->、、And the characteristic coefficient is preset corresponding to the ith sub-network.

According to the embodiment of the invention, the corresponding sub-coefficients of the quality inspection of the communication network and the total quality inspection index of the communication network are processed according to the corresponding sub-coefficients of the quality inspection of the communication network to obtain the corresponding sub-network performance quality inspection indexes, specifically: processing according to the corresponding sub-coefficients of the quality inspection of the communication network and the total quality inspection index of the communication network to obtain corresponding sub-network performance quality inspection indexes of each sub-network; the sub-network performance quality inspection index of each sub-network is as follows:

；

It should be noted that, in order to identify and judge the quality inspection condition of the communication operation performance of each sub-network, the corresponding sub-coefficient of the communication network quality inspection and the total quality inspection index of the communication network are calculated to obtain the corresponding sub-network performance quality inspection index, the quality inspection index reflects the difference of the operation performance of each sub-network, and then the abnormal condition of the operation performance condition assessment of each sub-network is judged through threshold value comparison according to the sub-network performance quality inspection index, so as to realize the quality inspection assessment of the network operation performance according to the carrier frequency working condition and the road performance by collecting the communication network information data.

As shown in fig. 4, the invention also discloses a communication network intelligent monitoring and evaluating system 4, which comprises a memory 41 and a processor 42, wherein the memory comprises a communication network intelligent monitoring and evaluating method program, and the communication network intelligent monitoring and evaluating method program realizes the following steps when being executed by the processor: collecting network data monitoring information and communication environment monitoring information of a preset communication network in a preset time period; generating a communication network performance monitoring map according to the network data monitoring information, and generating a communication network system characteristic model organization tree according to the communication network performance monitoring map and the communication environment monitoring information; extracting a communication network characteristic data set according to the communication network system characteristic model organization tree, wherein the communication network characteristic data set comprises voice system carrier frequency characteristic data, drive test characteristic data and communication network environment characteristic data of each sub-network; processing according to the voice system carrier frequency characteristic data and the communication network environment characteristic data to obtain a network carrier frequency working condition quality inspection sub-coefficient; processing according to the drive test characteristic data and combining the communication network environment characteristic data to obtain a network drive test performance quality test sub-coefficient; processing according to the network carrier frequency working condition quality testing sub-coefficient and the network route quality testing sub-coefficient to obtain corresponding communication network quality testing sub-coefficients of each sub-network, and performing aggregation processing on the communication network quality testing sub-coefficients to obtain a communication network total quality testing index; and processing according to the corresponding communication network quality inspection sub-coefficient and the communication network total quality inspection index of each sub-network to obtain corresponding sub-network performance quality inspection indexes, comparing the sub-network performance quality inspection indexes with a preset network performance quality inspection threshold value according to the threshold value, evaluating the monitoring evaluation condition of each sub-network in a preset time period, and displaying.

In order to realize the accurate evaluation of the operation quality and performance condition of the preset communication network, a method for carrying out sub-processing on the information data acquisition and evaluation of the network in a certain preset time period is adopted, the sub-networks are divided and processed according to the requirements according to different condition elements such as network sub-network setting, network layout, site setting, geographical environment and the like, a plurality of sub-networks are obtained, then the information acquisition, the data processing and the evaluation are carried out on the sub-networks, finally the quality inspection is carried out, so as to realize the accurate quality inspection evaluation of the sub-networks under the objective operation condition or the operation environment, the network data monitoring information and the communication environment monitoring information of the preset communication network in the preset time period are acquired, and the communication network performance monitoring map depicting the operation performance condition of the network is generated, generating a communication network system characteristic model organization tree of the communication network operation characteristic under the communication network environment by combining the communication environment monitoring information of the network, extracting a communication network characteristic data set according to the model organization tree, including the voice system carrier frequency characteristic data, the drive test characteristic data and the communication network environment characteristic data of each sub-network, respectively combining the voice system carrier frequency characteristic data and the drive test characteristic data with the communication network environment characteristic data to obtain a network carrier frequency working condition quality detection sub-coefficient and a network road test performance sub-coefficient under the corresponding sub-network operation environment, processing according to the network carrier frequency working condition quality detection sub-coefficient and the network road test performance sub-coefficient to obtain the corresponding communication network quality detection sub-coefficient of each sub-network, wherein the quality detection sub-coefficient is the quality detection quality measurement data for carrying out quality detection on the network carrier frequency working condition and the road test performance of each sub-network under the communication environment condition, and finally, processing the sub-network quality inspection sub-coefficients of all sub-networks according to the sub-network quality inspection sub-coefficients and the total quality inspection index of the communication network to obtain sub-network performance quality inspection indexes, comparing the sub-network performance quality inspection indexes of all sub-networks with a preset network performance quality inspection threshold value according to the sub-network performance quality inspection indexes of all sub-networks, identifying and judging the sub-network corresponding to a certain communication network quality inspection sub-coefficient which does not meet the preset requirement according to the comparison requirement of whether the threshold value comparison result meets the preset network performance quality inspection threshold value, displaying the abnormal result, and realizing quality inspection evaluation on the carrier frequency working condition and the road performance of network operation according to the acquired communication network information data.

According to the embodiment of the invention, the network data monitoring information and the communication environment monitoring information of the preset communication network in the preset time period are collected, specifically: collecting network data monitoring information of a preset communication network in a preset time period, wherein the network data monitoring information comprises voice system carrier frequency characteristic information and drive test characteristic information; and collecting communication environment monitoring information of a preset communication network in a preset time period, wherein the communication environment monitoring information comprises network area geographic characteristic information, network area signaling user information and base station setting information.

It should be noted that, in order to accurately evaluate the operation performance quality inspection and evaluation result of the communication network, network data monitoring information and communication environment monitoring information of a certain target communication network in a certain period of time need to be collected first, so as to perform data description, analysis and evaluation on the network operation performance of the communication network and the environment layout where the network is located according to the collected information, where the collected network data monitoring information includes session carrier frequency characteristic information and drive test characteristic information of the communication network, the session carrier frequency characteristic information is collected information reflecting performance indexes of the communication network, such as paging, congestion, call drop, switching and channel performance, the drive test characteristic information is collected information reflecting performance quality such as signal call drop, strength, time delay and transmission rate in an operation area of the communication network, and the communication environment monitoring information includes signal isolation condition caused by the topography and topography altitude of the network area where the communication network is located, signaling user condition of the network area, and related information of the layout set by base stations in the area.

According to the embodiment of the invention, the communication network performance monitoring map is generated according to the network data monitoring information, and the communication network system characteristic model organization tree is generated according to the communication network performance monitoring map and the communication environment monitoring information, specifically: respectively extracting monitoring sub-information of each sub-network according to the voice system carrier frequency characteristic information and the drive test characteristic information to respectively obtain the voice system carrier frequency characteristic sub-information and the drive test characteristic sub-information; the voice system carrier frequency characteristic sub-information comprises carrier frequency performance information and carrier frequency channel information of each sub-network; the drive test characteristic sub-information comprises drive test signal information and drive test performance information of each sub-network; generating a communication network performance monitoring map by combining drive test signal information and drive test performance information according to the carrier frequency performance information and carrier frequency channel information of all sub-networks; and generating a communication network system characteristic model organization tree according to the communication network performance monitoring map and combining the network region geographic characteristic information, the network region signaling user information and the base station setting information.

According to the embodiment of the invention, the communication network characteristic data set is extracted according to the communication network system characteristic model organization tree, and comprises voice system carrier frequency characteristic data, drive test characteristic data and communication network environment characteristic data of each sub-network, specifically: extracting a communication network characteristic data set in the preset time period according to a communication network system characteristic model organization tree, wherein the communication network characteristic data set comprises voice system carrier frequency characteristic data, drive test characteristic data and communication network environment characteristic data of each sub-network; the voice system carrier frequency characteristic data comprises a carrier frequency performance sub-data set and a carrier frequency power control channel sub-data set of each sub-network; the carrier frequency performance sub-data set comprises paging success rate sub-data, traffic quantum data, congestion rate sub-data, dropped call rate sub-data and switching success rate sub-data, and the carrier frequency power control channel sub-data set comprises channel load sub-data, control channel number sub-data and channel integrity rate sub-data; the drive test characteristic data comprises a drive test signal sub-data set and a drive test performance sub-data set of each sub-network; the drive test signal sub-data set comprises signal intensity sub-data, data transmission rate sub-data, access success rate sub-data and time delay sub-data, and the drive test performance sub-data set comprises drop frequency sub-data, site field intensity distribution sub-data and level quality sub-data; the communication network environment characteristic data comprise network area signal blocking rate data, network area signaling user density data and base station layout density data of each sub-network.

According to the embodiment of the invention, the network carrier frequency working condition quality inspection sub-coefficient is obtained by processing according to the voice system carrier frequency characteristic data and combining the communication network environment characteristic data, and specifically comprises the following steps: inputting the paging success rate sub-data, the telephone traffic quantum data, the congestion rate sub-data, the dropped call rate sub-data and the switching success rate sub-data into a preset telephone system carrier frequency performance detection model according to the combination of the channel load sub-data, the control channel number sub-data and the channel integrity rate sub-data for processing to obtain telephone system carrier frequency performance parameters of each sub-network; inputting the carrier frequency performance parameters of the telephone system into a preset carrier frequency working condition evaluation model of the network according to the combination of the signal blocking rate data of the network area, the signaling user density data of the network area and the distribution density data of the base station to process, and obtaining the network carrier frequency working condition quality inspection sub-coefficients of each sub-network in the preset time period; the calculation formula of the network carrier frequency working condition quality inspection sub-coefficient is as follows:

；

wherein,sub-coefficients are checked for the network carrier frequency working condition of the ith sub-network, < + >>Carrier frequency performance parameter for the i-th sub-network>、、Network area signal blocking rate data, network area signaling user density data, base station arrangement density data and/or the like of the ith sub-network respectively >、、、Is a preset characteristic coefficient.

；

wherein,carrier frequency performance parameter for the i-th sub-network>、、、、Paging success rate sub-data, telephone traffic quantum data, congestion rate sub-data, call drop rate sub-data, switching success rate sub-data, and +. >、、Channel load sub-data, control channel number sub-data, channel integrity sub-data, respectively, of the ith sub-network,/->For presetting carrier frequency characteristic factor->、、、、、、、The characteristic coefficient is preset (the characteristic factor of the preset carrier frequency and the characteristic coefficient are obtained by inquiring through a preset communication network monitoring platform). />

According to the embodiment of the invention, the network road test performance quality detection sub-coefficient is obtained by processing the road test characteristic data and the communication network environment characteristic data, specifically: inputting the signal strength sub-data, the data transmission rate sub-data, the access success rate sub-data and the time-delay sub-data into a preset road performance detection model according to the combination of the drop frequency sub-data, the site field intensity distribution sub-data and the level quality sub-data for processing to obtain road performance parameters of each sub-network; inputting the network area signal blocking rate data, the network area signaling user density data and the base station layout density data into a preset network road performance evaluation model according to road performance parameters to be processed, and obtaining network road performance detection sub-coefficients of each sub-network in the preset time period; the calculation formula of the network routability property detection sub-coefficient is as follows:

；

wherein,for the i-th sub-network's routability argument,/-, for the i-th sub-network>、、、Respectively, the signal intensity sub-data, the data transmission rate sub-data, the access success rate sub-data and the time delay sub-data of the ith sub-network >、、Respectively, drop frequency sub-data, site field intensity distribution sub-data and level quality sub-data of the ith sub-network,>for presetting the drive test signal characteristic factor, +.>、、、、、、For presetting characteristic coefficient (in advanceAnd inquiring and acquiring the set drive test signal characteristic factors and characteristic coefficients through a preset communication network monitoring platform).

According to the embodiment of the invention, the quality inspection sub-coefficients according to the network carrier frequency working condition and the network routing performance are processed to obtain the corresponding communication network quality inspection sub-coefficients of each sub-network, and the communication network quality inspection sub-coefficients are aggregated to obtain the total quality inspection index of the communication network, which is specifically as follows: processing according to the network carrier frequency working condition quality testing sub-coefficient and the network road performance testing sub-coefficient to obtain corresponding communication network quality testing sub-coefficients of each sub-network; processing according to the network area signal blocking rate data, the network area signaling user density data and the base station layout density data to obtain network environment compensation factors corresponding to each sub-network; according to the network environment compensation factors of the sub-networks, the sub-coefficients of the quality inspection of the corresponding communication network are combined for weighted aggregation, and the total quality inspection index of the communication network in a preset time period of a preset communication network is obtained; the weighted aggregation formula of the total quality inspection index of the communication network is as follows:

；

It should be noted that, the network carrier frequency working condition quality inspection sub-coefficient and the network drive test of each sub-network in the preset time period are obtainedAfter the performance quality inspection sub-coefficients, weighting the sub-coefficients to obtain corresponding communication network quality inspection sub-coefficients, wherein the sub-coefficients are used for comprehensively detecting carrier frequency working conditions and drive test performance of each sub-network to map network operation performance, and simultaneously, for considering interference compensation effects of communication environments, processing according to communication network environment characteristic data to obtain network environment compensation factors corresponding to the sub-networks, and then carrying out weighted aggregation calculation on the communication network quality inspection sub-coefficients of each sub-network in combination with the network environment compensation factors to obtain a communication network total quality inspection index of a preset communication network in a preset time period, wherein the index reflects the total quality inspection condition of the operation performance of the preset communication network; wherein, the communication network quality inspection sub-coefficient is:wherein->、The network carrier frequency working condition quality inspection sub-coefficients and the network route performance inspection sub-coefficients of the ith sub-network are respectively, 、The method comprises the steps of setting a preset characteristic coefficient corresponding to an ith sub-network; the network environment compensation factors are:wherein->、、Network area signal blocking rate data, network area signaling user density data, respectively, of the ith sub-network,Base station layout density data, ">、、And the characteristic coefficient is preset corresponding to the ith sub-network.

According to the embodiment of the invention, the corresponding sub-coefficients of the sub-networks for quality inspection of the communication network and the total quality inspection index of the communication network are processed to obtain the corresponding sub-network performance quality inspection index, which is specifically as follows: processing according to the corresponding communication network quality inspection sub-coefficients and the communication network total quality inspection indexes of each sub-network to obtain sub-network performance quality inspection indexes corresponding to each sub-network;

；

A third aspect of the present invention provides a readable storage medium having embodied therein a communication network intelligent monitoring and evaluating method program which, when executed by a processor, implements the steps of the communication network intelligent monitoring and evaluating method as before.

The invention discloses a communication network intelligent monitoring and evaluating method, a system and a medium, which are characterized in that network data monitoring information and communication environment monitoring information are collected to generate a communication network system characteristic model organization tree, then the voice system carrier frequency characteristic data, the drive test characteristic data and the communication network environment characteristic data of each sub-network are extracted, the combination processing is respectively carried out to obtain a network carrier frequency working condition quality inspection sub-coefficient and a network road performance quality inspection sub-coefficient, the further processing is carried out to obtain a communication network quality inspection sub-coefficient and the polymerization processing is carried out to obtain a communication network total quality inspection index, the communication network quality inspection sub-coefficient of each sub-network is processed to obtain a sub-network performance quality inspection index, and the monitoring and evaluating conditions of each sub-network are compared with a network performance quality inspection threshold and displayed; and the quality inspection index evaluation is carried out on the communication network quality inspection sub-coefficients obtained by quality inspection on the carrier frequency working conditions and the road test performances of each sub-network of the communication network and the total quality inspection index of the communication network, so that the quality inspection evaluation is carried out on the network operation performances according to the carrier frequency working conditions and the road test performances by collecting the communication network information data.

Claims

1. The intelligent monitoring and evaluating method for the communication network is characterized by comprising the following steps of:

Processing according to the corresponding sub-coefficients of the quality inspection of the communication network and the total quality inspection index of the communication network to obtain corresponding sub-network performance quality inspection indexes, and carrying out threshold comparison according to the sub-network performance quality inspection indexes and a preset network performance quality inspection threshold value to evaluate the monitoring evaluation condition of each sub-network in a preset time period and display;

the extracting a communication network characteristic data set according to the communication network system characteristic model organization tree, including voice system carrier frequency characteristic data, drive test characteristic data and communication network environment characteristic data of each sub-network, includes:

the communication network environment characteristic data comprise network area signal blocking rate data, network area signaling user density data and base station layout density data of each sub-network;

the processing according to the voice system carrier frequency characteristic data and the communication network environment characteristic data to obtain a network carrier frequency working condition quality inspection sub-coefficient comprises the following steps:

；

wherein,sub-coefficients are checked for the network carrier frequency working condition of the ith sub-network, < + >>Carrier frequency performance parameter for the i-th sub-network>、、Network area signal blocking rate data, network area signaling user density data, base station arrangement density data and/or the like of the ith sub-network respectively>、、、Is a preset characteristic coefficient;

the calculation formula of the voice system carrier frequency performance parameter is as follows:

；

wherein,carrier frequency performance parameter for the i-th sub-network>、、、、Paging success rate sub-data, telephone traffic quantum data, congestion rate sub-data, call drop rate sub-data, switching success rate sub-data, and +.>、、Channel load sub-data, control channel number sub-data, channel integrity sub-data, respectively, of the ith sub-network,/->For presetting carrier frequency characteristic factor->、、、、、、、Is a preset characteristic coefficient.

2. The method for intelligently monitoring and evaluating a communication network according to claim 1, wherein the step of collecting network data monitoring information and communication environment monitoring information of a preset communication network in a preset time period comprises the steps of:

3. The method for intelligently monitoring and evaluating a communication network according to claim 2, wherein the generating a communication network performance monitoring map according to the network data monitoring information and generating a communication network system feature model organization tree according to the communication network performance monitoring map in combination with the communication environment monitoring information comprises:

4. The intelligent monitoring and evaluating method for a communication network according to claim 3, wherein the processing according to the drive test feature data in combination with the communication network environment feature data to obtain a network drive test performance quality test sub-coefficient comprises:

；

wherein,for the network-routability property-detection sub-coefficient of the ith sub-network,/for the sub-coefficient of the network-routability property-detection sub-coefficient of the network-routability>Is the firsti pieces of network-divided routability parameter, < ->、、Network area signal blocking rate data, network area signaling user density data, base station arrangement density data and/or the like of the ith sub-network respectively >、、、Is a preset characteristic coefficient.

5. The intelligent monitoring and evaluating method according to claim 4, wherein the processing according to the network carrier frequency condition quality testing sub-coefficient and the network routability quality testing sub-coefficient to obtain the corresponding communication network quality testing sub-coefficient of each sub-network, and the aggregating processing of the communication network quality testing sub-coefficients to obtain the total quality testing index of the communication network comprises:

；

wherein,for the total quality index of the communication network, +.>Sub-coefficients are checked for communication network quality of the ith sub-network,/- >N is the number of sub-networks of the preset communication network, which is the network environment compensation factor of the ith sub-network,/for the i-th sub-network>And the preset characteristic coefficient is the ith sub-network.

6. The method for intelligently monitoring and evaluating a communication network according to claim 5, wherein the processing according to the corresponding sub-coefficients of the quality inspection of the communication network and the total quality inspection index of the communication network to obtain the corresponding sub-network performance quality inspection index comprises:

；

wherein,sub-network performance quality inspection index for the ith sub-network, +.>For the total quality index of the communication network, +.>Sub-coefficients are checked for communication network quality of the ith sub-network,/->And the preset characteristic coefficient is the ith sub-network.

7. An intelligent monitoring and evaluating system for a communication network, comprising: the system comprises a memory and a processor, wherein the memory comprises a program of a communication network intelligent monitoring and evaluating method, and the program of the communication network intelligent monitoring and evaluating method realizes the following steps when being executed by the processor:

；

wherein,sub-coefficients are checked for the network carrier frequency working condition of the ith sub-network, < + > >Carrier frequency performance parameter for the i-th sub-network>、、Network area signal blocking rate data, network area signaling user density data, base station arrangement density data and/or the like of the ith sub-network respectively>、、、Is a preset characteristic coefficient;

；

wherein,carrier frequency performance parameter for the i-th sub-network>、、、、Respectively the ith pointPaging success rate sub-data, traffic quantum data, congestion rate sub-data, drop rate sub-data, handover success rate sub-data, and +.>、、Channel load sub-data, control channel number sub-data, channel integrity sub-data, respectively, of the ith sub-network,/->For presetting carrier frequency characteristic factor->、、、、、、、Is a preset characteristic coefficient.

8. A computer readable storage medium, characterized in that the computer readable storage medium comprises a communication network intelligent monitoring and evaluating method program, which, when executed by a processor, implements the steps of the communication network intelligent monitoring and evaluating method according to any of claims 1 to 6.